diff --git a/dev/browser/package.json b/dev/browser/package.json
index fc48fc441..0e9a77eee 100644
--- a/dev/browser/package.json
+++ b/dev/browser/package.json
@@ -6,10 +6,20 @@
   },
   "devDependencies": {
     "upscaler": "workspace:*",
+    "@upscalerjs/default-model": "workspace:*",
     "@upscalerjs/esrgan-thick": "workspace:*",
     "@upscalerjs/esrgan-slim": "workspace:*",
     "@upscalerjs/esrgan-medium": "workspace:*",
     "@upscalerjs/esrgan-legacy": "workspace:*",
+    "@upscalerjs/esrgan-experiments": "workspace:*",
+    "@upscalerjs/maxim-experiments": "workspace:*",
+    "@upscalerjs/maxim-deblurring": "workspace:*",
+    "@upscalerjs/maxim-deraining": "workspace:*",
+    "@upscalerjs/maxim-denoising": "workspace:*",
+    "@upscalerjs/maxim-dehazing-indoor": "workspace:*",
+    "@upscalerjs/maxim-dehazing-outdoor": "workspace:*",
+    "@upscalerjs/maxim-enhancement": "workspace:*",
+    "@upscalerjs/maxim-retouching": "workspace:*",
     "seedrandom": "3.0.5",
     "@types/stats.js": "^0.17.0",
     "vite": "^3.1.5"
diff --git a/dev/browser/public/.gitignore b/dev/browser/public/.gitignore
new file mode 100644
index 000000000..604f0f2cf
--- /dev/null
+++ b/dev/browser/public/.gitignore
@@ -0,0 +1 @@
+models
diff --git a/dev/browser/specific-model/filters.ts b/dev/browser/specific-model/filters.ts
new file mode 100644
index 000000000..528a60bdb
--- /dev/null
+++ b/dev/browser/specific-model/filters.ts
@@ -0,0 +1,20 @@
+import { dependencies, devDependencies } from '../package.json';
+import { loadPackageModels } from './utils';
+
+export const AVAILABLE_PACKAGES = Object.keys({
+  ...dependencies,
+  ...devDependencies,
+}).reduce((set, key) => {
+  if (key.includes('@upscalerjs')) {
+    const packageName = key.split('@upscalerjs/').pop();
+    if (packageName) {
+      set.add(packageName);
+    }
+  }
+  return set;
+}, new Set<string>());
+
+export const loadAvailableModels = async (packageName: string) => {
+  const exports = await loadPackageModels(packageName);
+  return Object.keys(exports);
+}
diff --git a/dev/browser/specific-model/image.ts b/dev/browser/specific-model/image.ts
index f2020b190..453ce8b0c 100644
--- a/dev/browser/specific-model/image.ts
+++ b/dev/browser/specific-model/image.ts
@@ -1,21 +1,58 @@
-export const makeImg = (path: string, label: string) => {
+export const getCanvas = (img: HTMLImageElement) => {
+  const canvas = document.createElement('canvas');
+  canvas.width = img.width;
+  canvas.height = img.height;
+  canvas.getContext('2d')?.drawImage(img, 0, 0, canvas.width, canvas.height);
+  return canvas;
+};
+
+const scaleCanvas = (canvas: HTMLCanvasElement, scale: number) => {
+  const scaledCanvas = document.createElement('canvas');
+  scaledCanvas.width = canvas.width * scale;
+  scaledCanvas.height = canvas.height * scale;
+
+  scaledCanvas
+    .getContext('2d')
+    ?.drawImage(canvas, 0, 0, scaledCanvas.width, scaledCanvas.height);
+
+  return scaledCanvas;
+};
+
+export const resizeImage = (img: HTMLImageElement, scale: number) => {
+  const canvas = getCanvas(img);
+  const scaledCanvas = scaleCanvas(canvas, scale);
+  return scaledCanvas;
+};
+
+const loadImage = (path: string) => new Promise<HTMLImageElement>((resolve, reject) => {
   const img = new Image();
   img.src = path;
   img.onload = () => {
-    const divEl = document.createElement('div');
-    const imgEl = document.createElement('img');
-    const labelEl = document.createElement('label');
-    labelEl.innerText = label;
-    imgEl.src = path;
-    imgEl.width = img.width;
-    imgEl.height = img.height;
-    imgEl.appendChild(img);
-
-    divEl.appendChild(labelEl);
-    divEl.appendChild(imgEl);
-    divEl.appendChild(document.createElement('hr'));
-
-    document.body.appendChild(divEl);
-    return imgEl;
+    resolve(img);
+  };
+  img.onerror = reject;
+});
+
+export const makeImg = async (path: string, label: string, scale?: number): Promise<HTMLImageElement | HTMLCanvasElement> => {
+  let img: HTMLImageElement | HTMLCanvasElement = await loadImage(path);
+
+  if (scale) {
+    img = resizeImage(img, scale);
   }
+
+  const divEl = document.createElement('div');
+  const imgEl = document.createElement('img');
+  const labelEl = document.createElement('label');
+  labelEl.innerText = label;
+  imgEl.src = path;
+  imgEl.width = img.width;
+  imgEl.height = img.height;
+  imgEl.appendChild(img);
+
+  divEl.appendChild(labelEl);
+  divEl.appendChild(imgEl);
+  divEl.appendChild(document.createElement('hr'));
+
+  document.body.appendChild(divEl);
+  return imgEl;
 }
diff --git a/dev/browser/specific-model/index.css b/dev/browser/specific-model/index.css
index 8adf9fcf4..f7bc654ff 100644
--- a/dev/browser/specific-model/index.css
+++ b/dev/browser/specific-model/index.css
@@ -1,3 +1,21 @@
 label {
   display: block;
 }
+
+#description {
+  display: flex;
+  gap: 12px;
+  padding: 20px;
+  padding-bottom: 10px;
+  margin-bottom: 10px;
+  border-bottom: 1px solid rgba(0,0,0,0.2);
+  align-items: flex-end;
+}
+
+#description p {
+  margin: 0;
+}
+
+select {
+  padding: 10px;
+}
diff --git a/dev/browser/specific-model/index.html b/dev/browser/specific-model/index.html
index 94c833177..1a85a2bec 100644
--- a/dev/browser/specific-model/index.html
+++ b/dev/browser/specific-model/index.html
@@ -9,10 +9,19 @@
   <div id="body">
     <div id="description">
       <p>This page runs specific models.</p>
-      <hr />
+      <div class="option">
+        <label>Packages</label>
+        <select id="packages">
+        </select>
+      </div>
+      <div class="option" id="">
+        <label>Models</label>
+        <select id="models">
+        </select>
+      </div>
     </div>
     <div>
-      <p id="status"></p>
+      <p id="status">Waiting for status...</p>
     </div>
   </div>
   <script type="module" src="./index.ts"></script>
diff --git a/dev/browser/specific-model/index.ts b/dev/browser/specific-model/index.ts
index 1287f6950..1456a45eb 100644
--- a/dev/browser/specific-model/index.ts
+++ b/dev/browser/specific-model/index.ts
@@ -1,37 +1,80 @@
-import Upscaler from '../../../packages/upscalerjs/src/index';
-import model from '../../../models/esrgan-legacy/src/gans';
-import flower from '../../../models/esrgan-legacy/test/__fixtures__/fixture.png';
 import * as tf from '@tensorflow/tfjs';
+// import { ModelDefinitionFn, } from '../../../packages/core/src/index';
 import { makeImg } from './image';
-const MODEL = '/node_modules/@upscalerjs/esrgan-legacy/models/gans/model.json';
+import { AVAILABLE_PACKAGES, loadAvailableModels } from './filters';
+// import Upscaler, { ModelDefinition } from 'upscaler';
+import Upscaler, { ModelDefinition } from '../../../packages/upscalerjs/src/index';
+import { getFixture, getModelPath, getRoot, importModel, loadPackageJSON } from './utils';
 
-const status = document.getElementById('status')!;
+const packages = document.getElementById('packages') as HTMLSelectElement;
+const models = document.getElementById('models') as HTMLSelectElement;
+const status = document.getElementById('status') as HTMLDivElement;
 
-const getModel = (path: string) => {
-  const { packageInformation, ...rest } = model(tf);
-  return {
-    ...rest,
-    path: path,
-  };
+const addOptions = (target: Element, arr: Set<string> | string[], includeFirstBlank = true) => {
+  if (includeFirstBlank) {
+    const option = document.createElement('option');
+    target.appendChild(option);
+  }
+
+  arr.forEach(value => {
+    const option = document.createElement('option');
+    option.innerHTML = value;
+    target.appendChild(option);
+  });
 }
 
-(async () => {
-  makeImg(flower, 'Original');
-  const model = getModel(MODEL);
+addOptions(packages, AVAILABLE_PACKAGES);
+
+packages.addEventListener('change', async (e) => {
+  models.innerHTML = '';
+  const target = e.target as HTMLSelectElement;
+  const packageName = target.value;
+  const availableModels = await loadAvailableModels(packageName);
+
+  addOptions(models, availableModels, availableModels.length !== 1);
+  if (availableModels.length === 1) {
+    const modelName = availableModels[0];
+    await loadModel(packages.value, modelName);
+  }
+});
+
+models.addEventListener('change', async (e) => {
+  const target = e.target as HTMLSelectElement;
+  const modelName = target.value;
+  await loadModel(packages.value, modelName);
+});
+
+const loadModel = async (packageName: string, modelName: string) => {
+  console.log(packageName, modelName);
+  const importedModel = await importModel(packageName, modelName);
+  const modelDefinition = (importedModel).default;
+  const { packageInformation, ...modelJSON }= typeof modelDefinition === 'function' ? modelDefinition(tf) : modelDefinition;
+
+  const fixture = await getFixture(packageName, modelName);
+
+  const img = await makeImg(fixture, `Original: ${packageName}/${modelName}`, .25);
+  const modelPath = getModelPath(packageName, modelJSON.path);
+  const upscaledImg = await upscaleImage({
+    ...modelJSON,
+    path: modelPath,
+  }, img);
+  await makeImg(upscaledImg, `Upscaled: ${packageName}/${modelName}`);
+};
+
+
+const upscaleImage = async (model: ModelDefinition, img: HTMLImageElement | HTMLCanvasElement, patchSize: undefined | number = 64) => {
   status.innerHTML = 'Starting';
   const upscaler = new Upscaler({
     model,
   });
   status.innerHTML = 'Upscaling...';
-  const upscaledImg = await upscaler.upscale(flower, {
-    patchSize: 8,
-    padding: 1,
-    progressOutput: 'tensor',
-    progress: (rate, slice, row, col) => {
-      console.log(rate, slice.shape.slice(0, 2), row, col);
-    },
+  const start = performance.now();
+  const upscaledImg = await upscaler.upscale(img, {
+    patchSize,
+    progress: console.log,
   });
+  console.log(`Duration: ${((performance.now() - start) / 1000).toFixed(2)}s`);
   status.innerHTML = 'Image upscaled';
-  makeImg(upscaledImg, 'Upscaled');
   status.innerHTML = 'Image printed';
-})();
+  return upscaledImg;
+}
diff --git a/dev/browser/specific-model/utils.ts b/dev/browser/specific-model/utils.ts
new file mode 100644
index 000000000..590e2b944
--- /dev/null
+++ b/dev/browser/specific-model/utils.ts
@@ -0,0 +1,38 @@
+export const getRoot = (packageName: string) => `/node_modules/@upscalerjs/${packageName}`;
+export const loadPackageJSON = async (packageName: string) => {
+  const r = await fetch(`${getRoot(packageName)}/package.json?ts=${new Date().getTime()}`);
+  return r.json();
+};
+
+export const loadPackageModels = async (packageName: string) => {
+  const { exports } = await loadPackageJSON(packageName);
+  return exports;
+}
+
+const loadPackageModel = async (packageName: string, modelName: string) => {
+  const exports = await loadPackageModels(packageName);
+  const modelSourceFiles = exports[modelName];
+  return modelSourceFiles;
+}
+
+export const importModel = async (packageName: string, modelName = '.') => {
+  const modelSourceFiles = await loadPackageModel(packageName, modelName);
+  const importPath = `${getRoot(packageName)}/${modelSourceFiles.import}?ts=${new Date().getTime()}`;
+  return import(importPath);
+};
+
+export const getModelPath = (packageName: string, modelPath: string) => {
+  return `${getRoot(packageName)}/${modelPath}`;
+}
+
+export const getFixture = async (packageName: string, modelName = '.') => {
+  const packageJSON = await loadPackageJSON(packageName);
+  if (packageJSON['@upscalerjs']?.assets) {
+    const fixture = packageJSON['@upscalerjs'].assets[modelName];
+    if (!fixture) {
+      throw new Error(`NO fixture found for ${packageName}/${modelName}`)
+    }
+    return `${getRoot(packageName)}/${fixture}?ts=${new Date().getTime()}`;
+  }
+  return `${getRoot(packageName)}/assets/fixture.png?ts=${new Date().getTime()}`;
+}
diff --git a/dev/browser/speed-tests/index.ts b/dev/browser/speed-tests/index.ts
index 2f3449d6f..1fff66394 100644
--- a/dev/browser/speed-tests/index.ts
+++ b/dev/browser/speed-tests/index.ts
@@ -4,7 +4,6 @@ import PixelUpsampler from '../../../models/pixel-upsampler/src/4x';
 import GANs from '../../../models/esrgan-legacy/src/gans';
 import './stats';
 import { FPS } from './fps';
-import { UpscaleArgs } from 'upscaler';
 
 const startButton = document.querySelector('#start')!;
 const status = document.querySelector('#status')!;
diff --git a/dev/browser/tsconfig.json b/dev/browser/tsconfig.json
new file mode 100644
index 000000000..1f3a01186
--- /dev/null
+++ b/dev/browser/tsconfig.json
@@ -0,0 +1,5 @@
+{
+  "compilerOptions": {
+    "resolveJsonModule": true
+  }
+}
diff --git a/dev/browser/vite.config.ts b/dev/browser/vite.config.ts
index a87ef2603..aaf534556 100644
--- a/dev/browser/vite.config.ts
+++ b/dev/browser/vite.config.ts
@@ -1,8 +1,5 @@
 import { defineConfig, } from 'vite';
 import path from 'path';
 
-// const ROOT = path.resolve(__dirname, '../');
-
 export default defineConfig({
-  // root: path.resolve(ROOT, './dev'),
 });
diff --git a/docs/.npmrc b/docs/.npmrc
new file mode 100644
index 000000000..00e0914e4
--- /dev/null
+++ b/docs/.npmrc
@@ -0,0 +1 @@
+link-workspace-packages=false
diff --git a/docs/docs/documentation/troubleshooting.md b/docs/docs/documentation/troubleshooting.md
index c37d344e9..821cce665 100644
--- a/docs/docs/documentation/troubleshooting.md
+++ b/docs/docs/documentation/troubleshooting.md
@@ -82,28 +82,6 @@ const upscaler = new Upscaler({
 
 Ensure you pass a valid `path` argument in the `model` payload. [See the guide on models for more information](/documentation/guides/browser/models).
 
-## Missing Model Scale
-
-If you see an error like:
-
-```
-Error: You must provide a "scale" when providing a model definition
-```
-
-You've passed a `null` or `undefined` scale argument in the `model` argument to UpscalerJS:
-
-```javascript
-const upscaler = new Upscaler({
-  model: {
-    scale: null,
-  },
-})
-```
-
-Every model must have an explicit `scale` defined.
-
-Ensure you pass a valid `scale` argument in the `model` payload. [See the guide on models for more information](/documentation/guides/browser/models).
-
 ## Invalid Warmup Value
 
 If you see an error like:
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similarity index 100%
rename from models/default-model/test/__fixtures__/index/result.png
rename to models/default-model/test/__fixtures__/result.png
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diff --git a/models/maxim-deblurring/.gitignore b/models/maxim-deblurring/.gitignore
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index 000000000..8957927b8
--- /dev/null
+++ b/models/maxim-deblurring/.gitignore
@@ -0,0 +1,4 @@
+dist
+node_modules
+*.generated.ts
+/models
diff --git a/models/maxim-deblurring/.npmignore b/models/maxim-deblurring/.npmignore
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index 000000000..05a697c38
--- /dev/null
+++ b/models/maxim-deblurring/.npmignore
@@ -0,0 +1,4 @@
+src
+yarn-error.log
+node_modules
+test
\ No newline at end of file
diff --git a/models/maxim-deblurring/DOC.mdx b/models/maxim-deblurring/DOC.mdx
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@@ -0,0 +1,100 @@
+---
+title: MAXIM Deblurring
+description: Overview of @upscalerjs/maxim-deblurring model
+sidebar_position: 10
+sidebar_label: maxim-deblurring
+---
+
+# MAXIM Deblurring
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-deblurring/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-deblurring)
+
+MAXIM Deblurring is a collection of models for deblurring images.
+
+The models were converted from weights provided by the [original MAXIM paper and repository](https://github.com/google-research/maxim). More information on the conversion process can be [found in this repository](https://github.com/upscalerjs/maxim).
+
+## Samples + Demo
+
+Here are some examples of processed images using these models.
+
+import SampleTable from '@site/src/components/sampleTable/sampleTable';
+
+<SampleTable
+  packageName="maxim-deblurring"
+  models={[
+    'small',
+    'medium',
+    'large',
+  ]}
+  scales={[
+    1,
+    1,
+    1,
+  ]}
+/>
+
+import ModelExample from '@site/src/components/modelExample/modelExample';
+
+<ModelExample model="maxim-deblurring" />
+
+
+## Installation
+
+```
+npm install @upscalerjs/maxim-deblurring
+```
+
+## Usage
+
+Import a model, specified by its weight:
+
+```
+import Upscaler from 'upscaler';
+import small from '@upscalerjs/maxim-deblurring/small';
+
+const upscaler = new Upscaler({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Deblurring ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-deblurring/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-deblurring/medium` - quantized `float16`, input size of 256
+- large: `@upscalerjs/maxim-deblurring/large` - unquantized, input size of 256
+
+All models are also exported via the root export:
+
+```
+import Upscaler from 'upscaler';
+import models from '@upscalerjs/maxim-deblurring';
+
+const upscaler = new Upscaler({
+  model: models.small,
+  // model: models.medium,
+  // model: models.large,
+})
+```
+
+### `small`
+
+This model is quantized to `uint8` and has a fixed input size of 64. Because of the smaller input size, it will release the UI thread more often resulting in a more performant UI, but the overall speed of processing will be higher.
+
+### `medium`
+
+This model is quantized to `float16` and has a fixed input size of 256. Because of the larger input size, this model will lock the UI thread for longer periods at a time, but the overall speed of processing will be lower.
+
+### `large`
+
+This model is unquantized and has a fixed input size of 256. This model is most appropriate for a GPU-accelerated Node environment, and will struggle to run on most browser hardware.
+
+
+## Dataset
+All weights were trained on the [GoPro](https://seungjunnah.github.io/Datasets/gopro) dataset.
+
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
diff --git a/models/maxim-deblurring/LICENSE b/models/maxim-deblurring/LICENSE
new file mode 100755
index 000000000..4ba9de137
--- /dev/null
+++ b/models/maxim-deblurring/LICENSE
@@ -0,0 +1,23 @@
+
+MIT License
+
+Copyright (c) 2023 Kevin Scott
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
diff --git a/models/maxim-deblurring/README.md b/models/maxim-deblurring/README.md
new file mode 100755
index 000000000..c13a2f256
--- /dev/null
+++ b/models/maxim-deblurring/README.md
@@ -0,0 +1,55 @@
+# MAXIM Deblurring
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-deblurring/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-deblurring)
+
+MAXIM Deblurring is a collection of Tensorflow.js models for deblurring images with UpscalerJS.
+
+## Quick start
+
+Install the package:
+
+```
+npm install @upscalerjs/maxim-deblurring
+```
+
+Then, import a specific model and pass it as an argument to an instance of UpscalerJS:
+
+```
+import UpscalerJS from 'upscaler';
+import small from '@upscalerjs/maxim-deblurring/small';
+
+const upscaler = new UpscalerJS({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Deblurring ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-deblurring/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-deblurring/medium` - quantized `float16`, input size of 256
+- large: `@upscalerjs/maxim-deblurring/large` - unquantized, input size of 256
+
+## Sample Images
+
+### Original
+![Original image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-deblurring/assets/fixture.png?raw=true)
+
+### small
+![small deblurred image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-deblurring/assets/samples/small/result.png?raw=true)
+
+### medium
+![medium deblurred image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-deblurring/assets/samples/medium/result.png?raw=true)
+
+### large
+![large deblurred image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-deblurring/assets/samples/large/result.png?raw=true)
+
+## Documentation
+
+For more documentation, check out the model documentation at [upscalerjs.com/models/available/maxim-deblurring](https://upscalerjs.com/models/available/maxim-deblurring).
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
+
diff --git a/models/maxim-deblurring/assets/fixture.png b/models/maxim-deblurring/assets/fixture.png
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diff --git a/models/maxim-deblurring/demo/.stackblitzrc b/models/maxim-deblurring/demo/.stackblitzrc
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index 000000000..fc46b0559
--- /dev/null
+++ b/models/maxim-deblurring/demo/.stackblitzrc
@@ -0,0 +1,4 @@
+{
+  "installDependencies": true,
+  "startCommand": "npm run dev"
+}
\ No newline at end of file
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diff --git a/models/maxim-deblurring/demo/index.html b/models/maxim-deblurring/demo/index.html
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index 000000000..c5ea50ef7
--- /dev/null
+++ b/models/maxim-deblurring/demo/index.html
@@ -0,0 +1,54 @@
+<html>
+<head>
+  <title>@upscalerjs/maxim-deblurring</title>
+  <style>
+    body {
+      padding: 40px;
+      font-family: -apple-system, BlinkMacSystemFont, sans-serif;
+    }
+    button {
+      margin-top: 20px;
+      display: block;
+      padding: 10px 40px;
+    }
+    #target {
+      background: #EEE;
+      border: 1px solid #DDD;
+      display: inline-block;
+      width: 256px;
+      height: 256px;
+    }
+    #flower {
+      border: 1px solid #DDD;
+    }
+    pre {
+      padding: 10px;
+      background: #EEE;
+      border: 1px solid #DDD;
+      border-radius: 5px;
+    }
+    table td {
+      vertical-align: top;
+    }
+  </style>
+</head>
+<body>
+  <table>
+    <thead>
+      <tr><td>Original</td><td>Upscaled</td></tr>
+    </thead>
+    <tbody>
+      <tr><td>
+      <img src="./fixture.png" id="fixture" />
+        </td>
+      <td>
+        <div id="target">
+
+        </div>
+      </td>
+    </tr>
+      </tbody>
+    </table>
+    <script src="./index.js" type="module"></script>
+  </body>
+</html>
\ No newline at end of file
diff --git a/models/maxim-deblurring/demo/index.js b/models/maxim-deblurring/demo/index.js
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index 000000000..f7874445d
--- /dev/null
+++ b/models/maxim-deblurring/demo/index.js
@@ -0,0 +1,13 @@
+import Upscaler from "upscaler";
+import * as models from '@upscalerjs/maxim-deblurring';
+import fixture from "./fixture.png";
+
+const upscaler = new Upscaler({
+  model: models.small,
+});
+
+upscaler.upscale(fixture).then((upscaledImgSrc) => {
+  const img = document.createElement("img");
+  img.src = upscaledImgSrc;
+  document.getElementById("target").appendChild(img);
+});
\ No newline at end of file
diff --git a/models/maxim-deblurring/demo/package.json b/models/maxim-deblurring/demo/package.json
new file mode 100755
index 000000000..20dba1b1d
--- /dev/null
+++ b/models/maxim-deblurring/demo/package.json
@@ -0,0 +1,23 @@
+{
+  "name": "@upscalerjs/demo.maxim-deblurring",
+  "private": true,
+  "version": "1.0.0-beta.1",
+  "main": "index.js",
+  "scripts": {
+    "dev": "vite"
+  },
+  "devDependencies": {
+    "vite": "*"
+  },
+  "author": "Kevin Scott",
+  "license": "MIT",
+  "dependencies": {
+    "@tensorflow/tfjs": "^4.2.0",
+    "seedrandom": "^3.0.5",
+    "@upscalerjs/maxim-deblurring": "^0.1.0",
+    "upscaler": "1.0.0-beta.8"
+  },
+  "engines": {
+    "npm": ">8.0.0"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-deblurring/models.dvc b/models/maxim-deblurring/models.dvc
new file mode 100755
index 000000000..ac2a39dfc
--- /dev/null
+++ b/models/maxim-deblurring/models.dvc
@@ -0,0 +1,5 @@
+outs:
+- md5: c8f5ed24b7fdce3b828faa056d2fa6d0.dir
+  size: 199359703
+  nfiles: 43
+  path: models
diff --git a/models/maxim-deblurring/package.json b/models/maxim-deblurring/package.json
new file mode 100755
index 000000000..86e61c903
--- /dev/null
+++ b/models/maxim-deblurring/package.json
@@ -0,0 +1,56 @@
+{
+  "name": "@upscalerjs/maxim-deblurring",
+  "version": "0.1.0",
+  "description": "Maxim: Deblurring Model",
+  "exports": {
+    ".": {
+      "require": "./dist/cjs/models/maxim-deblurring/src/index.js",
+      "import": "./dist/esm/models/maxim-deblurring/src/index.js"
+    }
+  },
+  "scripts": {
+    "scaffold:dependencies": "ts-node ../../scripts/package-scripts/scaffold-dependencies.ts --src models/maxim-deblurring --config models/scaffolder.ts",
+    "lint:fix": "pnpm lint --fix",
+    "lint": "pnpm scaffold:dependencies && eslint -c ../.eslintrc.js src --ext .ts",
+    "prepublishOnly": "pnpm lint && pnpm build && pnpm validate:build",
+    "validate:build": "ts-node ../../scripts/package-scripts/validate-build.ts models/maxim-deblurring",
+    "build": "ts-node ../../scripts/package-scripts/build-model.ts maxim-deblurring -o cjs -o esm -o umd"
+  },
+  "keywords": [
+    "image super resolution",
+    "image upscaling",
+    "image enhancement",
+    "tensorflow.js",
+    "pretrained models",
+    "esrgan"
+  ],
+  "files": [
+    "license",
+    "src/**/*",
+    "models/**/*",
+    "dist/**/*"
+  ],
+  "peerDependencies": {
+    "@tensorflow/tfjs": "^4.1.0"
+  },
+  "dependencies": {
+    "@upscalerjs/core": "workspace:*"
+  },
+  "devDependencies": {
+    "@tensorflow/tfjs-core": "^4.1.0",
+    "@tensorflow/tfjs-layers": "^4.1.0",
+    "@tensorflow/tfjs": "^4.1.0",
+    "@tensorflow/tfjs-node": "^4.1.0",
+    "@tensorflow/tfjs-node-gpu": "^4.1.0",
+    "seedrandom": "3.0.5"
+  },
+  "author": "Kevin Scott",
+  "@upscalerjs": {
+    "models": {
+      "./large": {
+        "supportedPlatforms": ["node"]
+      }
+    }
+  },
+  "license": "MIT"
+}
diff --git a/models/maxim-deblurring/src/index.ts b/models/maxim-deblurring/src/index.ts
new file mode 100755
index 000000000..515b5903d
--- /dev/null
+++ b/models/maxim-deblurring/src/index.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from './constants.generated';
+import { getMaximDefinition, } from '../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'GoPro',
+    quantization: null,
+  },
+  divisibilityFactor: 64,
+});
diff --git a/models/maxim-deblurring/test/__fixtures__/fixture.png b/models/maxim-deblurring/test/__fixtures__/fixture.png
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diff --git a/models/maxim-deblurring/tsconfig.cjs.json b/models/maxim-deblurring/tsconfig.cjs.json
new file mode 100755
index 000000000..4c779cbe1
--- /dev/null
+++ b/models/maxim-deblurring/tsconfig.cjs.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.cjs.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/cjs"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-deblurring/tsconfig.esm.json b/models/maxim-deblurring/tsconfig.esm.json
new file mode 100755
index 000000000..7f20d837f
--- /dev/null
+++ b/models/maxim-deblurring/tsconfig.esm.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.esm.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/esm"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-deblurring/tsconfig.json b/models/maxim-deblurring/tsconfig.json
new file mode 100755
index 000000000..b47249619
--- /dev/null
+++ b/models/maxim-deblurring/tsconfig.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "exclude": [
+    "node_modules",
+    "**/*.test.ts"
+  ]
+}
\ No newline at end of file
diff --git a/models/maxim-deblurring/tsconfig.umd.json b/models/maxim-deblurring/tsconfig.umd.json
new file mode 100755
index 000000000..49db37943
--- /dev/null
+++ b/models/maxim-deblurring/tsconfig.umd.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.umd.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/tmp"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-deblurring/umd-names.json b/models/maxim-deblurring/umd-names.json
new file mode 100755
index 000000000..044514090
--- /dev/null
+++ b/models/maxim-deblurring/umd-names.json
@@ -0,0 +1,3 @@
+{
+  ".": "UpscalerJSMaximDeblurring"
+}
diff --git a/models/maxim-dehazing-indoor/.gitignore b/models/maxim-dehazing-indoor/.gitignore
new file mode 100644
index 000000000..8957927b8
--- /dev/null
+++ b/models/maxim-dehazing-indoor/.gitignore
@@ -0,0 +1,4 @@
+dist
+node_modules
+*.generated.ts
+/models
diff --git a/models/maxim-dehazing-indoor/.npmignore b/models/maxim-dehazing-indoor/.npmignore
new file mode 100644
index 000000000..05a697c38
--- /dev/null
+++ b/models/maxim-dehazing-indoor/.npmignore
@@ -0,0 +1,4 @@
+src
+yarn-error.log
+node_modules
+test
\ No newline at end of file
diff --git a/models/maxim-dehazing-indoor/DOC.mdx b/models/maxim-dehazing-indoor/DOC.mdx
new file mode 100644
index 000000000..6a1777b17
--- /dev/null
+++ b/models/maxim-dehazing-indoor/DOC.mdx
@@ -0,0 +1,100 @@
+---
+title: MAXIM Dehazing Indoor
+description: Overview of @upscalerjs/maxim-dehazing-indoor model
+sidebar_position: 11
+sidebar_label: maxim-dehazing-indoor
+---
+
+# MAXIM Dehazing Indoor
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-dehazing-indoor/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-dehazing-indoor)
+
+MAXIM Dehazing Indoor is a collection of models for dehazing indoor images.
+
+The models were converted from weights provided by the [original MAXIM paper and repository](https://github.com/google-research/maxim). More information on the conversion process can be [found in this repository](https://github.com/upscalerjs/maxim).
+
+## Samples + Demo
+
+Here are some examples of processed images using these models.
+
+import SampleTable from '@site/src/components/sampleTable/sampleTable';
+
+<SampleTable
+  packageName="maxim-dehazing-indoor"
+  models={[
+    'small',
+    'medium',
+    'large',
+  ]}
+  scales={[
+    1,
+    1,
+    1,
+  ]}
+/>
+
+import ModelExample from '@site/src/components/modelExample/modelExample';
+
+<ModelExample model="maxim-dehazing-indoor" />
+
+
+## Installation
+
+```
+npm install @upscalerjs/maxim-dehazing-indoor
+```
+
+## Usage
+
+Import a model, specified by its weight:
+
+```
+import Upscaler from 'upscaler';
+import small from '@upscalerjs/maxim-dehazing-indoor/small';
+
+const upscaler = new Upscaler({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Dehazing Indoor ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-dehazing-indoor/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-dehazing-indoor/medium` - quantized `uint16`, input size of 256
+- large: `@upscalerjs/maxim-dehazing-indoor/large` - unquantized, input size of 256
+
+All models are also exported via the root export:
+
+```
+import Upscaler from 'upscaler';
+import models from '@upscalerjs/maxim-dehazing-indoor';
+
+const upscaler = new Upscaler({
+  model: models.small,
+  // model: models.medium,
+  // model: models.large,
+})
+```
+
+### `small`
+
+This model is quantized to `uint8` and has a fixed input size of 64. Because of the smaller input size, it will release the UI thread more often resulting in a more performant UI, but the overall speed of processing will be higher.
+
+### `medium`
+
+This model is quantized to `uint16` and has a fixed input size of 256. Because of the larger input size, this model will lock the UI thread for longer periods at a time, but the overall speed of processing will be lower.
+
+### `large`
+
+This model is unquantized and has a fixed input size of 256. This model is most appropriate for a GPU-accelerated Node environment, and will struggle to run on most browser hardware.
+
+
+## Dataset
+All weights were trained on the [RESIDE](https://sites.google.com/view/reside-dehaze-datasets/reside-standard?authuser=3D0) dataset.
+
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
diff --git a/models/maxim-dehazing-indoor/LICENSE b/models/maxim-dehazing-indoor/LICENSE
new file mode 100644
index 000000000..4ba9de137
--- /dev/null
+++ b/models/maxim-dehazing-indoor/LICENSE
@@ -0,0 +1,23 @@
+
+MIT License
+
+Copyright (c) 2023 Kevin Scott
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
diff --git a/models/maxim-dehazing-indoor/README.md b/models/maxim-dehazing-indoor/README.md
new file mode 100644
index 000000000..423dbf35b
--- /dev/null
+++ b/models/maxim-dehazing-indoor/README.md
@@ -0,0 +1,56 @@
+# MAXIM Dehazing Indoor
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-dehazing-indoor/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-dehazing-indoor)
+
+MAXIM Dehazing Indoor is a collection of Tensorflow.js models for dehazing-indoor images with UpscalerJS.
+
+## Quick start
+
+Install the package:
+
+```
+npm install @upscalerjs/maxim-dehazing-indoor
+```
+
+Then, import a specific model and pass it as an argument to an instance of UpscalerJS:
+
+```
+import UpscalerJS from 'upscaler';
+import small from '@upscalerjs/maxim-dehazing-indoor/small';
+
+const upscaler = new UpscalerJS({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Dehazing Indoor ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-dehazing-indoor/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-dehazing-indoor/medium` - quantized `uint16`, input size of 256
+- large: `@upscalerjs/maxim-dehazing-indoor/large` - unquantized, input size of 256
+
+## Sample Images
+
+### Original
+![Original image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-dehazing-indoor/assets/fixture.png?raw=true)
+
+### small
+![small dehazed image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-dehazing-indoor/assets/samples/small/result.png?raw=true)
+
+### medium
+![medium dehazed image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-dehazing-indoor/assets/samples/medium/result.png?raw=true)
+
+### large
+![large dehazed image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-dehazing-indoor/assets/samples/large/result.png?raw=true)
+
+## Documentation
+
+For more documentation, check out the model documentation at [upscalerjs.com/models/available/maxim-dehazing-indoor](https://upscalerjs.com/models/available/maxim-dehazing-indoor).
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
+
+
diff --git a/models/maxim-dehazing-indoor/assets/fixture.png b/models/maxim-dehazing-indoor/assets/fixture.png
new file mode 100644
index 000000000..f2c2d6c85
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diff --git a/models/maxim-dehazing-indoor/assets/result.png b/models/maxim-dehazing-indoor/assets/result.png
new file mode 100644
index 000000000..e73808b9b
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diff --git a/models/maxim-dehazing-indoor/demo/.stackblitzrc b/models/maxim-dehazing-indoor/demo/.stackblitzrc
new file mode 100644
index 000000000..fc46b0559
--- /dev/null
+++ b/models/maxim-dehazing-indoor/demo/.stackblitzrc
@@ -0,0 +1,4 @@
+{
+  "installDependencies": true,
+  "startCommand": "npm run dev"
+}
\ No newline at end of file
diff --git a/models/maxim-dehazing-indoor/demo/fixture.png b/models/maxim-dehazing-indoor/demo/fixture.png
new file mode 100644
index 000000000..59296f067
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diff --git a/models/maxim-dehazing-indoor/demo/index.html b/models/maxim-dehazing-indoor/demo/index.html
new file mode 100644
index 000000000..1a6cacc92
--- /dev/null
+++ b/models/maxim-dehazing-indoor/demo/index.html
@@ -0,0 +1,54 @@
+<html>
+<head>
+  <title>@upscalerjs/maxim-dehazing-indoor</title>
+  <style>
+    body {
+      padding: 40px;
+      font-family: -apple-system, BlinkMacSystemFont, sans-serif;
+    }
+    button {
+      margin-top: 20px;
+      display: block;
+      padding: 10px 40px;
+    }
+    #target {
+      background: #EEE;
+      border: 1px solid #DDD;
+      display: inline-block;
+      width: 256px;
+      height: 256px;
+    }
+    #flower {
+      border: 1px solid #DDD;
+    }
+    pre {
+      padding: 10px;
+      background: #EEE;
+      border: 1px solid #DDD;
+      border-radius: 5px;
+    }
+    table td {
+      vertical-align: top;
+    }
+  </style>
+</head>
+<body>
+  <table>
+    <thead>
+      <tr><td>Original</td><td>Upscaled</td></tr>
+    </thead>
+    <tbody>
+      <tr><td>
+      <img src="./fixture.png" id="fixture" />
+        </td>
+      <td>
+        <div id="target">
+
+        </div>
+      </td>
+    </tr>
+      </tbody>
+    </table>
+    <script src="./index.js" type="module"></script>
+  </body>
+</html>
\ No newline at end of file
diff --git a/models/maxim-dehazing-indoor/demo/index.js b/models/maxim-dehazing-indoor/demo/index.js
new file mode 100644
index 000000000..4587117a5
--- /dev/null
+++ b/models/maxim-dehazing-indoor/demo/index.js
@@ -0,0 +1,13 @@
+import Upscaler from "upscaler";
+import * as models from '@upscalerjs/maxim-dehazing-indoor';
+import fixture from "./fixture.png";
+
+const upscaler = new Upscaler({
+  model: models.small,
+});
+
+upscaler.upscale(fixture).then((upscaledImgSrc) => {
+  const img = document.createElement("img");
+  img.src = upscaledImgSrc;
+  document.getElementById("target").appendChild(img);
+});
\ No newline at end of file
diff --git a/models/maxim-dehazing-indoor/demo/package.json b/models/maxim-dehazing-indoor/demo/package.json
new file mode 100644
index 000000000..403362589
--- /dev/null
+++ b/models/maxim-dehazing-indoor/demo/package.json
@@ -0,0 +1,23 @@
+{
+  "name": "@upscalerjs/demo.maxim-dehazing-indoor",
+  "private": true,
+  "version": "1.0.0-beta.1",
+  "main": "index.js",
+  "scripts": {
+    "dev": "vite"
+  },
+  "devDependencies": {
+    "vite": "*"
+  },
+  "author": "Kevin Scott",
+  "license": "MIT",
+  "dependencies": {
+    "@tensorflow/tfjs": "^4.2.0",
+    "seedrandom": "^3.0.5",
+    "@upscalerjs/maxim-dehazing-indoor": "^0.1.0",
+    "upscaler": "^1.0.0-beta.8"
+  },
+  "engines": {
+    "npm": ">8.0.0"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-dehazing-indoor/models.dvc b/models/maxim-dehazing-indoor/models.dvc
new file mode 100644
index 000000000..3a1c298eb
--- /dev/null
+++ b/models/maxim-dehazing-indoor/models.dvc
@@ -0,0 +1,5 @@
+outs:
+- md5: fe3252b19fdb392d8152920e78e4dc18.dir
+  size: 127397130
+  nfiles: 29
+  path: models
diff --git a/models/maxim-dehazing-indoor/package.json b/models/maxim-dehazing-indoor/package.json
new file mode 100644
index 000000000..99d8ca39c
--- /dev/null
+++ b/models/maxim-dehazing-indoor/package.json
@@ -0,0 +1,56 @@
+{
+  "name": "@upscalerjs/maxim-dehazing-indoor",
+  "version": "0.1.0",
+  "description": "Maxim: Dehazing Indoor Model",
+  "exports": {
+    ".": {
+      "require": "./dist/cjs/models/maxim-dehazing-indoor/src/index.js",
+      "import": "./dist/esm/models/maxim-dehazing-indoor/src/index.js"
+    }
+  },
+  "scripts": {
+    "scaffold:dependencies": "ts-node ../../scripts/package-scripts/scaffold-dependencies.ts --src models/maxim-dehazing-indoor --config models/scaffolder.ts",
+    "lint:fix": "pnpm lint --fix",
+    "lint": "pnpm scaffold:dependencies && eslint -c ../.eslintrc.js src --ext .ts",
+    "prepublishOnly": "pnpm lint && pnpm build && pnpm validate:build",
+    "validate:build": "ts-node ../../scripts/package-scripts/validate-build.ts models/maxim-dehazing-indoor",
+    "build": "ts-node ../../scripts/package-scripts/build-model.ts maxim-dehazing-indoor -o cjs -o esm -o umd"
+  },
+  "keywords": [
+    "image super resolution",
+    "image upscaling",
+    "image enhancement",
+    "tensorflow.js",
+    "pretrained models",
+    "esrgan"
+  ],
+  "files": [
+    "license",
+    "src/**/*",
+    "models/**/*",
+    "dist/**/*"
+  ],
+  "peerDependencies": {
+    "@tensorflow/tfjs": "^4.1.0"
+  },
+  "dependencies": {
+    "@upscalerjs/core": "workspace:*"
+  },
+  "devDependencies": {
+    "@tensorflow/tfjs-core": "^4.1.0",
+    "@tensorflow/tfjs-layers": "^4.1.0",
+    "@tensorflow/tfjs": "^4.1.0",
+    "@tensorflow/tfjs-node": "^4.1.0",
+    "@tensorflow/tfjs-node-gpu": "^4.1.0",
+    "seedrandom": "3.0.5"
+  },
+  "author": "Kevin Scott",
+  "@upscalerjs": {
+    "models": {
+      "./large": {
+        "supportedPlatforms": ["node"]
+      }
+    }
+  },
+  "license": "MIT"
+}
diff --git a/models/maxim-dehazing-indoor/src/index.ts b/models/maxim-dehazing-indoor/src/index.ts
new file mode 100644
index 000000000..19ffd23b0
--- /dev/null
+++ b/models/maxim-dehazing-indoor/src/index.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from './constants.generated';
+import { getMaximDefinition, } from '../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'RESIDE-Indoor',
+    quantization: null,
+  },
+  divisibilityFactor: 64,
+});
diff --git a/models/maxim-dehazing-indoor/test/__fixtures__/fixture.png b/models/maxim-dehazing-indoor/test/__fixtures__/fixture.png
new file mode 100644
index 000000000..64dd8f6ef
Binary files /dev/null and b/models/maxim-dehazing-indoor/test/__fixtures__/fixture.png differ
diff --git a/models/maxim-dehazing-indoor/test/__fixtures__/result.png b/models/maxim-dehazing-indoor/test/__fixtures__/result.png
new file mode 100644
index 000000000..eca0130b3
Binary files /dev/null and b/models/maxim-dehazing-indoor/test/__fixtures__/result.png differ
diff --git a/models/maxim-dehazing-indoor/tsconfig.cjs.json b/models/maxim-dehazing-indoor/tsconfig.cjs.json
new file mode 100644
index 000000000..4c779cbe1
--- /dev/null
+++ b/models/maxim-dehazing-indoor/tsconfig.cjs.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.cjs.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/cjs"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-dehazing-indoor/tsconfig.esm.json b/models/maxim-dehazing-indoor/tsconfig.esm.json
new file mode 100644
index 000000000..7f20d837f
--- /dev/null
+++ b/models/maxim-dehazing-indoor/tsconfig.esm.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.esm.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/esm"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-dehazing-indoor/tsconfig.json b/models/maxim-dehazing-indoor/tsconfig.json
new file mode 100644
index 000000000..b47249619
--- /dev/null
+++ b/models/maxim-dehazing-indoor/tsconfig.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "exclude": [
+    "node_modules",
+    "**/*.test.ts"
+  ]
+}
\ No newline at end of file
diff --git a/models/maxim-dehazing-indoor/tsconfig.umd.json b/models/maxim-dehazing-indoor/tsconfig.umd.json
new file mode 100644
index 000000000..49db37943
--- /dev/null
+++ b/models/maxim-dehazing-indoor/tsconfig.umd.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.umd.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/tmp"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-dehazing-indoor/umd-names.json b/models/maxim-dehazing-indoor/umd-names.json
new file mode 100644
index 000000000..b6452baa2
--- /dev/null
+++ b/models/maxim-dehazing-indoor/umd-names.json
@@ -0,0 +1,3 @@
+{
+  ".": "UpscalerJSMaximDehazingIndoor"
+}
diff --git a/models/maxim-dehazing-outdoor/.gitignore b/models/maxim-dehazing-outdoor/.gitignore
new file mode 100755
index 000000000..8957927b8
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/.gitignore
@@ -0,0 +1,4 @@
+dist
+node_modules
+*.generated.ts
+/models
diff --git a/models/maxim-dehazing-outdoor/.npmignore b/models/maxim-dehazing-outdoor/.npmignore
new file mode 100755
index 000000000..05a697c38
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/.npmignore
@@ -0,0 +1,4 @@
+src
+yarn-error.log
+node_modules
+test
\ No newline at end of file
diff --git a/models/maxim-dehazing-outdoor/DOC.mdx b/models/maxim-dehazing-outdoor/DOC.mdx
new file mode 100755
index 000000000..e82dfb84e
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/DOC.mdx
@@ -0,0 +1,101 @@
+---
+title: MAXIM Dehazing Outdoor
+description: Overview of @upscalerjs/maxim-dehazing-outdoor model
+sidebar_position: 11
+sidebar_label: maxim-dehazing-outdoor
+---
+
+# MAXIM Dehazing Outdoor
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-dehazing-outdoor/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-dehazing-outdoor)
+
+MAXIM Dehazing Outdoor is a collection of models for dehazing outdoor images.
+
+The models were converted from weights provided by the [original MAXIM paper and repository](https://github.com/google-research/maxim). More information on the conversion process can be [found in this repository](https://github.com/upscalerjs/maxim).
+
+## Samples + Demo
+
+Here are some examples of processed images using these models.
+
+import SampleTable from '@site/src/components/sampleTable/sampleTable';
+
+<SampleTable
+  packageName="maxim-dehazing-outdoor"
+  models={[
+    'small',
+    'medium',
+    'large',
+  ]}
+  scales={[
+    1,
+    1,
+    1,
+  ]}
+/>
+
+import ModelExample from '@site/src/components/modelExample/modelExample';
+
+<ModelExample model="maxim-dehazing-outdoor" />
+
+
+## Installation
+
+```
+npm install @upscalerjs/maxim-dehazing-outdoor
+```
+
+## Usage
+
+Import a model, specified by its weight:
+
+```
+import Upscaler from 'upscaler';
+import small from '@upscalerjs/maxim-dehazing-outdoor/small';
+
+const upscaler = new Upscaler({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Dehazing Outdoor ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-dehazing-outdoor/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-dehazing-outdoor/medium` - quantized `uint16`, input size of 256
+- large: `@upscalerjs/maxim-dehazing-outdoor/large` - unquantized, input size of 256
+
+All models are also exported via the root export:
+
+```
+import Upscaler from 'upscaler';
+import models from '@upscalerjs/maxim-dehazing-outdoor';
+
+const upscaler = new Upscaler({
+  model: models.small,
+  // model: models.medium,
+  // model: models.large,
+})
+```
+
+### `small`
+
+This model is quantized to `uint8` and has a fixed input size of 64. Because of the smaller input size, it will release the UI thread more often resulting in a more performant UI, but the overall speed of processing will be higher.
+
+### `medium`
+
+This model is quantized to `uint16` and has a fixed input size of 256. Because of the larger input size, this model will lock the UI thread for longer periods at a time, but the overall speed of processing will be lower.
+
+### `large`
+
+This model is unquantized and has a fixed input size of 256. This model is most appropriate for a GPU-accelerated Node environment, and will struggle to run on most browser hardware.
+
+
+## Dataset
+All weights were trained on the [RESIDE](https://sites.google.com/view/reside-dehaze-datasets/reside-standard?authuser=3D0) dataset.
+
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
+
diff --git a/models/maxim-dehazing-outdoor/LICENSE b/models/maxim-dehazing-outdoor/LICENSE
new file mode 100755
index 000000000..4ba9de137
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/LICENSE
@@ -0,0 +1,23 @@
+
+MIT License
+
+Copyright (c) 2023 Kevin Scott
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
diff --git a/models/maxim-dehazing-outdoor/README.md b/models/maxim-dehazing-outdoor/README.md
new file mode 100755
index 000000000..38003b2b0
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/README.md
@@ -0,0 +1,57 @@
+# MAXIM Dehazing outdoor
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-dehazing-outdoor/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-dehazing-outdoor)
+
+MAXIM Dehazing outdoor is a collection of Tensorflow.js models for dehazing-outdoor images with UpscalerJS.
+
+## Quick start
+
+Install the package:
+
+```
+npm install @upscalerjs/maxim-dehazing-outdoor
+```
+
+Then, import a specific model and pass it as an argument to an instance of UpscalerJS:
+
+```
+import UpscalerJS from 'upscaler';
+import small from '@upscalerjs/maxim-dehazing-outdoor/small';
+
+const upscaler = new UpscalerJS({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Dehazing outdoor ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-dehazing-outdoor/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-dehazing-outdoor/medium` - quantized `uint16`, input size of 256
+- large: `@upscalerjs/maxim-dehazing-outdoor/large` - unquantized, input size of 256
+
+## Sample Images
+
+### Original
+![Original image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-dehazing-outdoor/assets/fixture.png?raw=true)
+
+### small
+![small dehazed image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-dehazing-outdoor/assets/samples/small/result.png?raw=true)
+
+### medium
+![medium dehazed image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-dehazing-outdoor/assets/samples/medium/result.png?raw=true)
+
+### large
+![large dehazed image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-dehazing-outdoor/assets/samples/large/result.png?raw=true)
+
+## Documentation
+
+For more documentation, check out the model documentation at [upscalerjs.com/models/available/maxim-dehazing-outdoor](https://upscalerjs.com/models/available/maxim-dehazing-outdoor).
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
+
+
+
diff --git a/models/maxim-dehazing-outdoor/assets/fixture.png b/models/maxim-dehazing-outdoor/assets/fixture.png
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diff --git a/models/maxim-dehazing-outdoor/demo/.stackblitzrc b/models/maxim-dehazing-outdoor/demo/.stackblitzrc
new file mode 100755
index 000000000..fc46b0559
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/demo/.stackblitzrc
@@ -0,0 +1,4 @@
+{
+  "installDependencies": true,
+  "startCommand": "npm run dev"
+}
\ No newline at end of file
diff --git a/models/maxim-dehazing-outdoor/demo/fixture.png b/models/maxim-dehazing-outdoor/demo/fixture.png
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diff --git a/models/maxim-dehazing-outdoor/demo/index.html b/models/maxim-dehazing-outdoor/demo/index.html
new file mode 100755
index 000000000..b5e2059c0
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/demo/index.html
@@ -0,0 +1,54 @@
+<html>
+<head>
+  <title>@upscalerjs/maxim-dehazing-outdoor</title>
+  <style>
+    body {
+      padding: 40px;
+      font-family: -apple-system, BlinkMacSystemFont, sans-serif;
+    }
+    button {
+      margin-top: 20px;
+      display: block;
+      padding: 10px 40px;
+    }
+    #target {
+      background: #EEE;
+      border: 1px solid #DDD;
+      display: inline-block;
+      width: 256px;
+      height: 256px;
+    }
+    #flower {
+      border: 1px solid #DDD;
+    }
+    pre {
+      padding: 10px;
+      background: #EEE;
+      border: 1px solid #DDD;
+      border-radius: 5px;
+    }
+    table td {
+      vertical-align: top;
+    }
+  </style>
+</head>
+<body>
+  <table>
+    <thead>
+      <tr><td>Original</td><td>Upscaled</td></tr>
+    </thead>
+    <tbody>
+      <tr><td>
+      <img src="./fixture.png" id="fixture" />
+        </td>
+      <td>
+        <div id="target">
+
+        </div>
+      </td>
+    </tr>
+      </tbody>
+    </table>
+    <script src="./index.js" type="module"></script>
+  </body>
+</html>
\ No newline at end of file
diff --git a/models/maxim-dehazing-outdoor/demo/index.js b/models/maxim-dehazing-outdoor/demo/index.js
new file mode 100755
index 000000000..cf98c3f5e
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/demo/index.js
@@ -0,0 +1,13 @@
+import Upscaler from "upscaler";
+import * as models from '@upscalerjs/maxim-dehazing-outdoor';
+import fixture from "./fixture.png";
+
+const upscaler = new Upscaler({
+  model: models.small,
+});
+
+upscaler.upscale(fixture).then((upscaledImgSrc) => {
+  const img = document.createElement("img");
+  img.src = upscaledImgSrc;
+  document.getElementById("target").appendChild(img);
+});
\ No newline at end of file
diff --git a/models/maxim-dehazing-outdoor/demo/package.json b/models/maxim-dehazing-outdoor/demo/package.json
new file mode 100755
index 000000000..05eb2cf9d
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/demo/package.json
@@ -0,0 +1,23 @@
+{
+  "name": "@upscalerjs/demo.maxim-dehazing-outdoor",
+  "private": true,
+  "version": "1.0.0-beta.1",
+  "main": "index.js",
+  "scripts": {
+    "dev": "vite"
+  },
+  "devDependencies": {
+    "vite": "*"
+  },
+  "author": "Kevin Scott",
+  "license": "MIT",
+  "dependencies": {
+    "@tensorflow/tfjs": "^4.2.0",
+    "seedrandom": "^3.0.5",
+    "@upscalerjs/maxim-dehazing-outdoor": "^0.1.0",
+    "upscaler": "^1.0.0-beta.8"
+  },
+  "engines": {
+    "npm": ">8.0.0"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-dehazing-outdoor/models.dvc b/models/maxim-dehazing-outdoor/models.dvc
new file mode 100755
index 000000000..530b86e49
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/models.dvc
@@ -0,0 +1,5 @@
+outs:
+- md5: 94fba53318a38bf77f9883871f21e876.dir
+  size: 127396791
+  nfiles: 29
+  path: models
diff --git a/models/maxim-dehazing-outdoor/package.json b/models/maxim-dehazing-outdoor/package.json
new file mode 100755
index 000000000..2fb2a5f28
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/package.json
@@ -0,0 +1,56 @@
+{
+  "name": "@upscalerjs/maxim-dehazing-outdoor",
+  "version": "0.1.0",
+  "description": "Maxim: Dehazing Outdoor Model",
+  "exports": {
+    ".": {
+      "require": "./dist/cjs/models/maxim-dehazing-outdoor/src/index.js",
+      "import": "./dist/esm/models/maxim-dehazing-outdoor/src/index.js"
+    }
+  },
+  "scripts": {
+    "scaffold:dependencies": "ts-node ../../scripts/package-scripts/scaffold-dependencies.ts --src models/maxim-dehazing-outdoor --config models/scaffolder.ts",
+    "lint:fix": "pnpm lint --fix",
+    "lint": "pnpm scaffold:dependencies && eslint -c ../.eslintrc.js src --ext .ts",
+    "prepublishOnly": "pnpm lint && pnpm build && pnpm validate:build",
+    "validate:build": "ts-node ../../scripts/package-scripts/validate-build.ts models/maxim-dehazing-outdoor",
+    "build": "ts-node ../../scripts/package-scripts/build-model.ts maxim-dehazing-outdoor -o cjs -o esm -o umd"
+  },
+  "keywords": [
+    "image super resolution",
+    "image upscaling",
+    "image enhancement",
+    "tensorflow.js",
+    "pretrained models",
+    "esrgan"
+  ],
+  "files": [
+    "license",
+    "src/**/*",
+    "models/**/*",
+    "dist/**/*"
+  ],
+  "peerDependencies": {
+    "@tensorflow/tfjs": "^4.1.0"
+  },
+  "dependencies": {
+    "@upscalerjs/core": "workspace:*"
+  },
+  "devDependencies": {
+    "@tensorflow/tfjs-core": "^4.1.0",
+    "@tensorflow/tfjs-layers": "^4.1.0",
+    "@tensorflow/tfjs": "^4.1.0",
+    "@tensorflow/tfjs-node": "^4.1.0",
+    "@tensorflow/tfjs-node-gpu": "^4.1.0",
+    "seedrandom": "3.0.5"
+  },
+  "author": "Kevin Scott",
+  "@upscalerjs": {
+    "models": {
+      "./large": {
+        "supportedPlatforms": ["node"]
+      }
+    }
+  },
+  "license": "MIT"
+}
diff --git a/models/maxim-dehazing-outdoor/src/index.ts b/models/maxim-dehazing-outdoor/src/index.ts
new file mode 100755
index 000000000..c0f69c3a4
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/src/index.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from './constants.generated';
+import { getMaximDefinition, } from '../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'RESIDE-Outdoor',
+    quantization: null,
+  },
+  divisibilityFactor: 64,
+});
diff --git a/models/maxim-dehazing-outdoor/test/__fixtures__/fixture.png b/models/maxim-dehazing-outdoor/test/__fixtures__/fixture.png
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index 000000000..d81055103
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diff --git a/models/maxim-dehazing-outdoor/tsconfig.cjs.json b/models/maxim-dehazing-outdoor/tsconfig.cjs.json
new file mode 100755
index 000000000..4c779cbe1
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/tsconfig.cjs.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.cjs.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/cjs"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-dehazing-outdoor/tsconfig.esm.json b/models/maxim-dehazing-outdoor/tsconfig.esm.json
new file mode 100755
index 000000000..7f20d837f
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/tsconfig.esm.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.esm.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/esm"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-dehazing-outdoor/tsconfig.json b/models/maxim-dehazing-outdoor/tsconfig.json
new file mode 100755
index 000000000..b47249619
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/tsconfig.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "exclude": [
+    "node_modules",
+    "**/*.test.ts"
+  ]
+}
\ No newline at end of file
diff --git a/models/maxim-dehazing-outdoor/tsconfig.umd.json b/models/maxim-dehazing-outdoor/tsconfig.umd.json
new file mode 100755
index 000000000..49db37943
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/tsconfig.umd.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.umd.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/tmp"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-dehazing-outdoor/umd-names.json b/models/maxim-dehazing-outdoor/umd-names.json
new file mode 100755
index 000000000..5da13c562
--- /dev/null
+++ b/models/maxim-dehazing-outdoor/umd-names.json
@@ -0,0 +1,3 @@
+{
+  ".": "UpscalerJSMaximDehazingOutdoor"
+}
diff --git a/models/maxim-denoising/.gitignore b/models/maxim-denoising/.gitignore
new file mode 100644
index 000000000..8957927b8
--- /dev/null
+++ b/models/maxim-denoising/.gitignore
@@ -0,0 +1,4 @@
+dist
+node_modules
+*.generated.ts
+/models
diff --git a/models/maxim-denoising/.npmignore b/models/maxim-denoising/.npmignore
new file mode 100644
index 000000000..05a697c38
--- /dev/null
+++ b/models/maxim-denoising/.npmignore
@@ -0,0 +1,4 @@
+src
+yarn-error.log
+node_modules
+test
\ No newline at end of file
diff --git a/models/maxim-denoising/DOC.mdx b/models/maxim-denoising/DOC.mdx
new file mode 100644
index 000000000..22652750b
--- /dev/null
+++ b/models/maxim-denoising/DOC.mdx
@@ -0,0 +1,100 @@
+---
+title: MAXIM Denoising
+description: Overview of @upscalerjs/maxim-denoising model
+sidebar_position: 10
+sidebar_label: maxim-denoising
+---
+
+# MAXIM Denoising
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-denoising/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-denoising)
+
+MAXIM Denoising is a collection of models for denoising images.
+
+The models were converted from weights provided by the [original MAXIM paper and repository](https://github.com/google-research/maxim). More information on the conversion process can be [found in this repository](https://github.com/upscalerjs/maxim).
+
+## Samples + Demo
+
+Here are some examples of processed images using these models.
+
+import SampleTable from '@site/src/components/sampleTable/sampleTable';
+
+<SampleTable
+  packageName="maxim-denoising"
+  models={[
+    'small',
+    'medium',
+    'large',
+  ]}
+  scales={[
+    1,
+    1,
+    1,
+  ]}
+/>
+
+import ModelExample from '@site/src/components/modelExample/modelExample';
+
+<ModelExample model="maxim-denoising" />
+
+
+## Installation
+
+```
+npm install @upscalerjs/maxim-denoising
+```
+
+## Usage
+
+Import a model, specified by its weight:
+
+```
+import Upscaler from 'upscaler';
+import small from '@upscalerjs/maxim-denoising/small';
+
+const upscaler = new Upscaler({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Denoising ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-denoising/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-denoising/medium` - quantized `uint8`, input size of 256
+- large: `@upscalerjs/maxim-denoising/large` - unquantized, input size of 256
+
+All models are also exported via the root export:
+
+```
+import Upscaler from 'upscaler';
+import models from '@upscalerjs/maxim-denoising';
+
+const upscaler = new Upscaler({
+  model: models.small,
+  // model: models.medium,
+  // model: models.large,
+})
+```
+
+### `small`
+
+This model is quantized to `uint8` and has a fixed input size of 64. Because of the smaller input size, it will release the UI thread more often resulting in a more performant UI, but the overall speed of processing will be higher.
+
+### `medium`
+
+This model is quantized to `uint8` and has a fixed input size of 256. Because of the larger input size, this model will lock the UI thread for longer periods at a time, but the overall speed of processing will be lower.
+
+### `large`
+
+This model is unquantized and has a fixed input size of 256. This model is most appropriate for a GPU-accelerated Node environment, and will struggle to run on most browser hardware.
+
+
+## Dataset
+All weights were trained on the [SIDD](https://paperswithcode.com/dataset/sidd).
+
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
diff --git a/models/maxim-denoising/LICENSE b/models/maxim-denoising/LICENSE
new file mode 100644
index 000000000..4ba9de137
--- /dev/null
+++ b/models/maxim-denoising/LICENSE
@@ -0,0 +1,23 @@
+
+MIT License
+
+Copyright (c) 2023 Kevin Scott
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
diff --git a/models/maxim-denoising/README.md b/models/maxim-denoising/README.md
new file mode 100644
index 000000000..2ad2679dd
--- /dev/null
+++ b/models/maxim-denoising/README.md
@@ -0,0 +1,54 @@
+# MAXIM Denoising
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-denoising/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-denoising)
+
+MAXIM Denoising is a collection of Tensorflow.js models for denoising images with UpscalerJS.
+
+## Quick start
+
+Install the package:
+
+```
+npm install @upscalerjs/maxim-denoising
+```
+
+Then, import a specific model and pass it as an argument to an instance of UpscalerJS:
+
+```
+import UpscalerJS from 'upscaler';
+import small from '@upscalerjs/maxim-denoising/small';
+
+const upscaler = new UpscalerJS({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Denoising ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-denoising/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-denoising/medium` - quantized `uint8`, input size of 256
+- large: `@upscalerjs/maxim-denoising/large` - unquantized, input size of 256
+
+## Sample Images
+
+### Original
+![Original image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-denoising/assets/fixture.png?raw=true)
+
+### small
+![small denoised image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-denoising/assets/samples/small/result.png?raw=true)
+
+### medium
+![medium denoised image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-denoising/assets/samples/medium/result.png?raw=true)
+
+### large
+![large denoised image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-denoising/assets/samples/large/result.png?raw=true)
+
+## Documentation
+
+For more documentation, check out the model documentation at [upscalerjs.com/models/available/maxim-denoising](https://upscalerjs.com/models/available/maxim-denoising).
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
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diff --git a/models/maxim-denoising/demo/.stackblitzrc b/models/maxim-denoising/demo/.stackblitzrc
new file mode 100644
index 000000000..fc46b0559
--- /dev/null
+++ b/models/maxim-denoising/demo/.stackblitzrc
@@ -0,0 +1,4 @@
+{
+  "installDependencies": true,
+  "startCommand": "npm run dev"
+}
\ No newline at end of file
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index 000000000..f9cdfebd7
--- /dev/null
+++ b/models/maxim-denoising/demo/index.html
@@ -0,0 +1,54 @@
+<html>
+<head>
+  <title>@upscalerjs/maxim-denoising</title>
+  <style>
+    body {
+      padding: 40px;
+      font-family: -apple-system, BlinkMacSystemFont, sans-serif;
+    }
+    button {
+      margin-top: 20px;
+      display: block;
+      padding: 10px 40px;
+    }
+    #target {
+      background: #EEE;
+      border: 1px solid #DDD;
+      display: inline-block;
+      width: 256px;
+      height: 256px;
+    }
+    #flower {
+      border: 1px solid #DDD;
+    }
+    pre {
+      padding: 10px;
+      background: #EEE;
+      border: 1px solid #DDD;
+      border-radius: 5px;
+    }
+    table td {
+      vertical-align: top;
+    }
+  </style>
+</head>
+<body>
+  <table>
+    <thead>
+      <tr><td>Original</td><td>Upscaled</td></tr>
+    </thead>
+    <tbody>
+      <tr><td>
+      <img src="./fixture.png" id="fixture" />
+        </td>
+      <td>
+        <div id="target">
+
+        </div>
+      </td>
+    </tr>
+      </tbody>
+    </table>
+    <script src="./index.js" type="module"></script>
+  </body>
+</html>
\ No newline at end of file
diff --git a/models/maxim-denoising/demo/index.js b/models/maxim-denoising/demo/index.js
new file mode 100644
index 000000000..48d506c99
--- /dev/null
+++ b/models/maxim-denoising/demo/index.js
@@ -0,0 +1,13 @@
+import Upscaler from "upscaler";
+import * as models from '@upscalerjs/maxim-denoising';
+import fixture from "./fixture.png";
+
+const upscaler = new Upscaler({
+  model: models.small,
+});
+
+upscaler.upscale(fixture).then((upscaledImgSrc) => {
+  const img = document.createElement("img");
+  img.src = upscaledImgSrc;
+  document.getElementById("target").appendChild(img);
+});
\ No newline at end of file
diff --git a/models/maxim-denoising/demo/package.json b/models/maxim-denoising/demo/package.json
new file mode 100644
index 000000000..e0ece56bf
--- /dev/null
+++ b/models/maxim-denoising/demo/package.json
@@ -0,0 +1,23 @@
+{
+  "name": "@upscalerjs/demo.maxim-denoising",
+  "private": true,
+  "version": "1.0.0-beta.1",
+  "main": "index.js",
+  "scripts": {
+    "dev": "vite"
+  },
+  "devDependencies": {
+    "vite": "*"
+  },
+  "author": "Kevin Scott",
+  "license": "MIT",
+  "dependencies": {
+    "@tensorflow/tfjs": "^4.2.0",
+    "seedrandom": "^3.0.5",
+    "@upscalerjs/maxim-denoising": "^0.1.0",
+    "upscaler": "1.0.0-beta.8"
+  },
+  "engines": {
+    "npm": ">8.0.0"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-denoising/models.dvc b/models/maxim-denoising/models.dvc
new file mode 100644
index 000000000..7d83aedf8
--- /dev/null
+++ b/models/maxim-denoising/models.dvc
@@ -0,0 +1,5 @@
+outs:
+- md5: 36a6aa2ac6c867b7cad7708b6402e425.dir
+  size: 177368214
+  nfiles: 38
+  path: models
diff --git a/models/maxim-denoising/package.json b/models/maxim-denoising/package.json
new file mode 100644
index 000000000..802c4758c
--- /dev/null
+++ b/models/maxim-denoising/package.json
@@ -0,0 +1,56 @@
+{
+  "name": "@upscalerjs/maxim-denoising",
+  "version": "0.1.0",
+  "description": "Maxim: Denoising Model",
+  "exports": {
+    ".": {
+      "require": "./dist/cjs/models/maxim-denoising/src/index.js",
+      "import": "./dist/esm/models/maxim-denoising/src/index.js"
+    }
+  },
+  "scripts": {
+    "scaffold:dependencies": "ts-node ../../scripts/package-scripts/scaffold-dependencies.ts --src models/maxim-denoising --config models/scaffolder.ts",
+    "lint:fix": "pnpm lint --fix",
+    "lint": "pnpm scaffold:dependencies && eslint -c ../.eslintrc.js src --ext .ts",
+    "prepublishOnly": "pnpm lint && pnpm build && pnpm validate:build",
+    "validate:build": "ts-node ../../scripts/package-scripts/validate-build.ts models/maxim-denoising",
+    "build": "ts-node ../../scripts/package-scripts/build-model.ts maxim-denoising -o cjs -o esm -o umd"
+  },
+  "keywords": [
+    "image super resolution",
+    "image upscaling",
+    "image enhancement",
+    "tensorflow.js",
+    "pretrained models",
+    "esrgan"
+  ],
+  "files": [
+    "license",
+    "src/**/*",
+    "models/**/*",
+    "dist/**/*"
+  ],
+  "peerDependencies": {
+    "@tensorflow/tfjs": "^4.1.0"
+  },
+  "dependencies": {
+    "@upscalerjs/core": "workspace:*"
+  },
+  "devDependencies": {
+    "@tensorflow/tfjs-core": "^4.1.0",
+    "@tensorflow/tfjs-layers": "^4.1.0",
+    "@tensorflow/tfjs": "^4.1.0",
+    "@tensorflow/tfjs-node": "^4.1.0",
+    "@tensorflow/tfjs-node-gpu": "^4.1.0",
+    "seedrandom": "3.0.5"
+  },
+  "author": "Kevin Scott",
+  "@upscalerjs": {
+    "models": {
+      "./large": {
+        "supportedPlatforms": ["node"]
+      }
+    }
+  },
+  "license": "MIT"
+}
diff --git a/models/maxim-denoising/src/index.ts b/models/maxim-denoising/src/index.ts
new file mode 100644
index 000000000..1d3387097
--- /dev/null
+++ b/models/maxim-denoising/src/index.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from './constants.generated';
+import { getMaximDefinition, } from '../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'SIDD',
+    quantization: null,
+  },
+  divisibilityFactor: 64,
+});
diff --git a/models/maxim-denoising/test/__fixtures__/fixture.png b/models/maxim-denoising/test/__fixtures__/fixture.png
new file mode 100644
index 000000000..caed18981
Binary files /dev/null and b/models/maxim-denoising/test/__fixtures__/fixture.png differ
diff --git a/models/maxim-denoising/test/__fixtures__/result.png b/models/maxim-denoising/test/__fixtures__/result.png
new file mode 100644
index 000000000..1834283f8
Binary files /dev/null and b/models/maxim-denoising/test/__fixtures__/result.png differ
diff --git a/models/maxim-denoising/tsconfig.cjs.json b/models/maxim-denoising/tsconfig.cjs.json
new file mode 100644
index 000000000..4c779cbe1
--- /dev/null
+++ b/models/maxim-denoising/tsconfig.cjs.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.cjs.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/cjs"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-denoising/tsconfig.esm.json b/models/maxim-denoising/tsconfig.esm.json
new file mode 100644
index 000000000..7f20d837f
--- /dev/null
+++ b/models/maxim-denoising/tsconfig.esm.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.esm.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/esm"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-denoising/tsconfig.json b/models/maxim-denoising/tsconfig.json
new file mode 100644
index 000000000..832c0d53d
--- /dev/null
+++ b/models/maxim-denoising/tsconfig.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "exclude": [
+    "node_modules",
+    "**/*.test.ts"
+  ]
+}
diff --git a/models/maxim-denoising/tsconfig.umd.json b/models/maxim-denoising/tsconfig.umd.json
new file mode 100644
index 000000000..49db37943
--- /dev/null
+++ b/models/maxim-denoising/tsconfig.umd.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.umd.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/tmp"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-denoising/umd-names.json b/models/maxim-denoising/umd-names.json
new file mode 100644
index 000000000..58eeeb928
--- /dev/null
+++ b/models/maxim-denoising/umd-names.json
@@ -0,0 +1,3 @@
+{
+  ".": "UpscalerJSMaximDenoising"
+}
diff --git a/models/maxim-deraining/.gitignore b/models/maxim-deraining/.gitignore
new file mode 100755
index 000000000..8957927b8
--- /dev/null
+++ b/models/maxim-deraining/.gitignore
@@ -0,0 +1,4 @@
+dist
+node_modules
+*.generated.ts
+/models
diff --git a/models/maxim-deraining/.npmignore b/models/maxim-deraining/.npmignore
new file mode 100755
index 000000000..05a697c38
--- /dev/null
+++ b/models/maxim-deraining/.npmignore
@@ -0,0 +1,4 @@
+src
+yarn-error.log
+node_modules
+test
\ No newline at end of file
diff --git a/models/maxim-deraining/DOC.mdx b/models/maxim-deraining/DOC.mdx
new file mode 100755
index 000000000..4683a7513
--- /dev/null
+++ b/models/maxim-deraining/DOC.mdx
@@ -0,0 +1,100 @@
+---
+title: MAXIM Deraining
+description: Overview of @upscalerjs/maxim-deraining model
+sidebar_position: 10
+sidebar_label: maxim-deraining
+---
+
+# MAXIM Deraining
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-deraining/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-deraining)
+
+MAXIM Deraining is a collection of models for deraining images.
+
+The models were converted from weights provided by the [original MAXIM paper and repository](https://github.com/google-research/maxim). More information on the conversion process can be [found in this repository](https://github.com/upscalerjs/maxim).
+
+## Samples + Demo
+
+Here are some examples of processed images using these models.
+
+import SampleTable from '@site/src/components/sampleTable/sampleTable';
+
+<SampleTable
+  packageName="maxim-deraining"
+  models={[
+    'small',
+    'medium',
+    'large',
+  ]}
+  scales={[
+    1,
+    1,
+    1,
+  ]}
+/>
+
+import ModelExample from '@site/src/components/modelExample/modelExample';
+
+<ModelExample model="maxim-deraining" />
+
+
+## Installation
+
+```
+npm install @upscalerjs/maxim-deraining
+```
+
+## Usage
+
+Import a model, specified by its weight:
+
+```
+import Upscaler from 'upscaler';
+import small from '@upscalerjs/maxim-deraining/small';
+
+const upscaler = new Upscaler({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Deraining ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-deraining/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-deraining/medium` - quantized `uint8`, input size of 256
+- large: `@upscalerjs/maxim-deraining/large` - unquantized, input size of 256
+
+All models are also exported via the root export:
+
+```
+import Upscaler from 'upscaler';
+import models from '@upscalerjs/maxim-deraining';
+
+const upscaler = new Upscaler({
+  model: models.small,
+  // model: models.medium,
+  // model: models.large,
+})
+```
+
+### `small`
+
+This model is quantized to `uint8` and has a fixed input size of 64. Because of the smaller input size, it will release the UI thread more often resulting in a more performant UI, but the overall speed of processing will be higher.
+
+### `medium`
+
+This model is quantized to `uint8` and has a fixed input size of 256. Because of the larger input size, this model will lock the UI thread for longer periods at a time, but the overall speed of processing will be lower.
+
+### `large`
+
+This model is unquantized and has a fixed input size of 256. This model is most appropriate for a GPU-accelerated Node environment, and will struggle to run on most browser hardware.
+
+
+## Dataset
+All weights were trained on the [Rain13K](https://paperswithcode.com/dataset/synthetic-rain-datasets) dataset.
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
+
diff --git a/models/maxim-deraining/LICENSE b/models/maxim-deraining/LICENSE
new file mode 100755
index 000000000..4ba9de137
--- /dev/null
+++ b/models/maxim-deraining/LICENSE
@@ -0,0 +1,23 @@
+
+MIT License
+
+Copyright (c) 2023 Kevin Scott
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
diff --git a/models/maxim-deraining/README.md b/models/maxim-deraining/README.md
new file mode 100755
index 000000000..2f427cd15
--- /dev/null
+++ b/models/maxim-deraining/README.md
@@ -0,0 +1,54 @@
+# MAXIM Deraining
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-deraining/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-deraining)
+
+MAXIM Deraining is a collection of Tensorflow.js models for deraining images with UpscalerJS.
+
+## Quick start
+
+Install the package:
+
+```
+npm install @upscalerjs/maxim-deraining
+```
+
+Then, import a specific model and pass it as an argument to an instance of UpscalerJS:
+
+```
+import UpscalerJS from 'upscaler';
+import small from '@upscalerjs/maxim-deraining/small';
+
+const upscaler = new UpscalerJS({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Deraining ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-deraining/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-deraining/medium` - quantized `uint8`, input size of 256
+- large: `@upscalerjs/maxim-deraining/large` - unquantized, input size of 256
+
+## Sample Images
+
+### Original
+![Original image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-deraining/assets/fixture.png?raw=true)
+
+### small
+![small derained image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-deraining/assets/samples/small/result.png?raw=true)
+
+### medium
+![medium derained image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-deraining/assets/samples/medium/result.png?raw=true)
+
+### large
+![large derained image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-deraining/assets/samples/large/result.png?raw=true)
+
+## Documentation
+
+For more documentation, check out the model documentation at [upscalerjs.com/models/available/maxim-deraining](https://upscalerjs.com/models/available/maxim-deraining).
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
diff --git a/models/maxim-deraining/assets/fixture.png b/models/maxim-deraining/assets/fixture.png
new file mode 100755
index 000000000..87c85674c
Binary files /dev/null and b/models/maxim-deraining/assets/fixture.png differ
diff --git a/models/maxim-deraining/assets/result.png b/models/maxim-deraining/assets/result.png
new file mode 100755
index 000000000..b2cfdd53e
Binary files /dev/null and b/models/maxim-deraining/assets/result.png differ
diff --git a/models/maxim-deraining/demo/.stackblitzrc b/models/maxim-deraining/demo/.stackblitzrc
new file mode 100755
index 000000000..fc46b0559
--- /dev/null
+++ b/models/maxim-deraining/demo/.stackblitzrc
@@ -0,0 +1,4 @@
+{
+  "installDependencies": true,
+  "startCommand": "npm run dev"
+}
\ No newline at end of file
diff --git a/models/maxim-deraining/demo/fixture.png b/models/maxim-deraining/demo/fixture.png
new file mode 100755
index 000000000..de21d5558
Binary files /dev/null and b/models/maxim-deraining/demo/fixture.png differ
diff --git a/models/maxim-deraining/demo/index.html b/models/maxim-deraining/demo/index.html
new file mode 100755
index 000000000..1b9b455d1
--- /dev/null
+++ b/models/maxim-deraining/demo/index.html
@@ -0,0 +1,54 @@
+<html>
+<head>
+  <title>@upscalerjs/maxim-deraining</title>
+  <style>
+    body {
+      padding: 40px;
+      font-family: -apple-system, BlinkMacSystemFont, sans-serif;
+    }
+    button {
+      margin-top: 20px;
+      display: block;
+      padding: 10px 40px;
+    }
+    #target {
+      background: #EEE;
+      border: 1px solid #DDD;
+      display: inline-block;
+      width: 256px;
+      height: 256px;
+    }
+    #flower {
+      border: 1px solid #DDD;
+    }
+    pre {
+      padding: 10px;
+      background: #EEE;
+      border: 1px solid #DDD;
+      border-radius: 5px;
+    }
+    table td {
+      vertical-align: top;
+    }
+  </style>
+</head>
+<body>
+  <table>
+    <thead>
+      <tr><td>Original</td><td>Upscaled</td></tr>
+    </thead>
+    <tbody>
+      <tr><td>
+      <img src="./fixture.png" id="fixture" />
+        </td>
+      <td>
+        <div id="target">
+
+        </div>
+      </td>
+    </tr>
+      </tbody>
+    </table>
+    <script src="./index.js" type="module"></script>
+  </body>
+</html>
\ No newline at end of file
diff --git a/models/maxim-deraining/demo/index.js b/models/maxim-deraining/demo/index.js
new file mode 100755
index 000000000..099d10c75
--- /dev/null
+++ b/models/maxim-deraining/demo/index.js
@@ -0,0 +1,13 @@
+import Upscaler from "upscaler";
+import * as models from '@upscalerjs/maxim-deraining';
+import fixture from "./fixture.png";
+
+const upscaler = new Upscaler({
+  model: models.small,
+});
+
+upscaler.upscale(fixture).then((upscaledImgSrc) => {
+  const img = document.createElement("img");
+  img.src = upscaledImgSrc;
+  document.getElementById("target").appendChild(img);
+});
\ No newline at end of file
diff --git a/models/maxim-deraining/demo/package.json b/models/maxim-deraining/demo/package.json
new file mode 100755
index 000000000..ba9c0a6ae
--- /dev/null
+++ b/models/maxim-deraining/demo/package.json
@@ -0,0 +1,23 @@
+{
+  "name": "@upscalerjs/demo.maxim-deraining",
+  "private": true,
+  "version": "1.0.0-beta.1",
+  "main": "index.js",
+  "scripts": {
+    "dev": "vite"
+  },
+  "devDependencies": {
+    "vite": "*"
+  },
+  "author": "Kevin Scott",
+  "license": "MIT",
+  "dependencies": {
+    "@tensorflow/tfjs": "^4.2.0",
+    "seedrandom": "^3.0.5",
+    "@upscalerjs/maxim-deraining": "^0.1.0",
+    "upscaler": "1.0.0-beta.8"
+  },
+  "engines": {
+    "npm": ">8.0.0"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-deraining/models.dvc b/models/maxim-deraining/models.dvc
new file mode 100755
index 000000000..ce3e7aa55
--- /dev/null
+++ b/models/maxim-deraining/models.dvc
@@ -0,0 +1,5 @@
+outs:
+- md5: 6740a911e756963b0579c53c79c6fec3.dir
+  size: 127396882
+  nfiles: 29
+  path: models
diff --git a/models/maxim-deraining/package.json b/models/maxim-deraining/package.json
new file mode 100755
index 000000000..2c488cdd1
--- /dev/null
+++ b/models/maxim-deraining/package.json
@@ -0,0 +1,56 @@
+{
+  "name": "@upscalerjs/maxim-deraining",
+  "version": "0.1.0",
+  "description": "Maxim: Deraining Model",
+  "exports": {
+    ".": {
+      "require": "./dist/cjs/models/maxim-deraining/src/index.js",
+      "import": "./dist/esm/models/maxim-deraining/src/index.js"
+    }
+  },
+  "scripts": {
+    "scaffold:dependencies": "ts-node ../../scripts/package-scripts/scaffold-dependencies.ts --src models/maxim-deraining --config models/scaffolder.ts",
+    "lint:fix": "pnpm lint --fix",
+    "lint": "pnpm scaffold:dependencies && eslint -c ../.eslintrc.js src --ext .ts",
+    "prepublishOnly": "pnpm lint && pnpm build && pnpm validate:build",
+    "validate:build": "ts-node ../../scripts/package-scripts/validate-build.ts models/maxim-deraining",
+    "build": "ts-node ../../scripts/package-scripts/build-model.ts maxim-deraining -o cjs -o esm -o umd"
+  },
+  "keywords": [
+    "image super resolution",
+    "image upscaling",
+    "image enhancement",
+    "tensorflow.js",
+    "pretrained models",
+    "esrgan"
+  ],
+  "files": [
+    "license",
+    "src/**/*",
+    "models/**/*",
+    "dist/**/*"
+  ],
+  "peerDependencies": {
+    "@tensorflow/tfjs": "^4.1.0"
+  },
+  "dependencies": {
+    "@upscalerjs/core": "workspace:*"
+  },
+  "devDependencies": {
+    "@tensorflow/tfjs-core": "^4.1.0",
+    "@tensorflow/tfjs-layers": "^4.1.0",
+    "@tensorflow/tfjs": "^4.1.0",
+    "@tensorflow/tfjs-node": "^4.1.0",
+    "@tensorflow/tfjs-node-gpu": "^4.1.0",
+    "seedrandom": "3.0.5"
+  },
+  "author": "Kevin Scott",
+  "@upscalerjs": {
+    "models": {
+      "./large": {
+        "supportedPlatforms": ["node"]
+      }
+    }
+  },
+  "license": "MIT"
+}
diff --git a/models/maxim-deraining/src/index.ts b/models/maxim-deraining/src/index.ts
new file mode 100755
index 000000000..3740d8226
--- /dev/null
+++ b/models/maxim-deraining/src/index.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from './constants.generated';
+import { getMaximDefinition, } from '../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'Rain13k',
+    quantization: null,
+  },
+  divisibilityFactor: 64,
+});
diff --git a/models/maxim-deraining/test/__fixtures__/fixture.png b/models/maxim-deraining/test/__fixtures__/fixture.png
new file mode 100755
index 000000000..de3739cfa
Binary files /dev/null and b/models/maxim-deraining/test/__fixtures__/fixture.png differ
diff --git a/models/maxim-deraining/test/__fixtures__/result.png b/models/maxim-deraining/test/__fixtures__/result.png
new file mode 100755
index 000000000..3c2cdc1d0
Binary files /dev/null and b/models/maxim-deraining/test/__fixtures__/result.png differ
diff --git a/models/maxim-deraining/tsconfig.cjs.json b/models/maxim-deraining/tsconfig.cjs.json
new file mode 100755
index 000000000..4c779cbe1
--- /dev/null
+++ b/models/maxim-deraining/tsconfig.cjs.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.cjs.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/cjs"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-deraining/tsconfig.esm.json b/models/maxim-deraining/tsconfig.esm.json
new file mode 100755
index 000000000..7f20d837f
--- /dev/null
+++ b/models/maxim-deraining/tsconfig.esm.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.esm.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/esm"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-deraining/tsconfig.json b/models/maxim-deraining/tsconfig.json
new file mode 100755
index 000000000..b47249619
--- /dev/null
+++ b/models/maxim-deraining/tsconfig.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "exclude": [
+    "node_modules",
+    "**/*.test.ts"
+  ]
+}
\ No newline at end of file
diff --git a/models/maxim-deraining/tsconfig.umd.json b/models/maxim-deraining/tsconfig.umd.json
new file mode 100755
index 000000000..49db37943
--- /dev/null
+++ b/models/maxim-deraining/tsconfig.umd.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.umd.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/tmp"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-deraining/umd-names.json b/models/maxim-deraining/umd-names.json
new file mode 100755
index 000000000..24b708c6a
--- /dev/null
+++ b/models/maxim-deraining/umd-names.json
@@ -0,0 +1,3 @@
+{
+  ".": "UpscalerJSMaximDeraining"
+}
diff --git a/models/maxim-enhancement/.gitignore b/models/maxim-enhancement/.gitignore
new file mode 100755
index 000000000..8957927b8
--- /dev/null
+++ b/models/maxim-enhancement/.gitignore
@@ -0,0 +1,4 @@
+dist
+node_modules
+*.generated.ts
+/models
diff --git a/models/maxim-enhancement/.npmignore b/models/maxim-enhancement/.npmignore
new file mode 100755
index 000000000..05a697c38
--- /dev/null
+++ b/models/maxim-enhancement/.npmignore
@@ -0,0 +1,4 @@
+src
+yarn-error.log
+node_modules
+test
\ No newline at end of file
diff --git a/models/maxim-enhancement/DOC.mdx b/models/maxim-enhancement/DOC.mdx
new file mode 100755
index 000000000..8ca983b9e
--- /dev/null
+++ b/models/maxim-enhancement/DOC.mdx
@@ -0,0 +1,101 @@
+---
+title: MAXIM Enhancement
+description: Overview of @upscalerjs/maxim-enhancement model
+sidebar_position: 10
+sidebar_label: maxim-enhancement
+---
+
+# MAXIM Enhancement
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-enhancement/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-enhancement)
+
+MAXIM Enhancement is a collection of models for enhancing low light images.
+
+The models were converted from weights provided by the [original MAXIM paper and repository](https://github.com/google-research/maxim). More information on the conversion process can be [found in this repository](https://github.com/upscalerjs/maxim).
+
+## Samples + Demo
+
+Here are some examples of processed images using these models.
+
+import SampleTable from '@site/src/components/sampleTable/sampleTable';
+
+<SampleTable
+  packageName="maxim-enhancement"
+  models={[
+    'small',
+    'medium',
+    'large',
+  ]}
+  scales={[
+    1,
+    1,
+    1,
+  ]}
+/>
+
+import ModelExample from '@site/src/components/modelExample/modelExample';
+
+<ModelExample model="maxim-enhancement" />
+
+
+## Installation
+
+```
+npm install @upscalerjs/maxim-enhancement
+```
+
+## Usage
+
+Import a model, specified by its weight:
+
+```
+import Upscaler from 'upscaler';
+import small from '@upscalerjs/maxim-enhancement/small';
+
+const upscaler = new Upscaler({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Enhancement ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-enhancement/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-enhancement/medium` - quantized `uint8`, input size of 256
+- large: `@upscalerjs/maxim-enhancement/large` - unquantized, input size of 256
+
+All models are also exported via the root export:
+
+```
+import Upscaler from 'upscaler';
+import models from '@upscalerjs/maxim-enhancement';
+
+const upscaler = new Upscaler({
+  model: models.small,
+  // model: models.medium,
+  // model: models.large,
+})
+```
+
+### `small`
+
+This model is quantized to `uint8` and has a fixed input size of 64. Because of the smaller input size, it will release the UI thread more often resulting in a more performant UI, but the overall speed of processing will be higher.
+
+### `medium`
+
+This model is quantized to `uint8` and has a fixed input size of 256. Because of the larger input size, this model will lock the UI thread for longer periods at a time, but the overall speed of processing will be lower.
+
+### `large`
+
+This model is unquantized and has a fixed input size of 256. This model is most appropriate for a GPU-accelerated Node environment, and will struggle to run on most browser hardware.
+
+
+## Dataset
+All weights were trained on the [LOL](https://paperswithcode.com/dataset/lol) dataset.
+
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
+
diff --git a/models/maxim-enhancement/LICENSE b/models/maxim-enhancement/LICENSE
new file mode 100755
index 000000000..4ba9de137
--- /dev/null
+++ b/models/maxim-enhancement/LICENSE
@@ -0,0 +1,23 @@
+
+MIT License
+
+Copyright (c) 2023 Kevin Scott
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
diff --git a/models/maxim-enhancement/README.md b/models/maxim-enhancement/README.md
new file mode 100755
index 000000000..b72c0e225
--- /dev/null
+++ b/models/maxim-enhancement/README.md
@@ -0,0 +1,55 @@
+# MAXIM Enhancement
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-enhancement/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-enhancement)
+
+MAXIM Enhancement is a collection of Tensorflow.js models for enhancement images with UpscalerJS.
+
+## Quick start
+
+Install the package:
+
+```
+npm install @upscalerjs/maxim-enhancement
+```
+
+Then, import a specific model and pass it as an argument to an instance of UpscalerJS:
+
+```
+import UpscalerJS from 'upscaler';
+import small from '@upscalerjs/maxim-enhancement/small';
+
+const upscaler = new UpscalerJS({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Enhancement ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-enhancement/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-enhancement/medium` - quantized `uint8`, input size of 256
+- large: `@upscalerjs/maxim-enhancement/large` - unquantized, input size of 256
+
+## Sample Images
+
+### Original
+![Original image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-enhancement/assets/fixture.png?raw=true)
+
+### small
+![small enhanced image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-enhancement/assets/samples/small/result.png?raw=true)
+
+### medium
+![medium enhanced image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-enhancement/assets/samples/medium/result.png?raw=true)
+
+### large
+![large enhanced image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-enhancement/assets/samples/large/result.png?raw=true)
+
+## Documentation
+
+For more documentation, check out the model documentation at [upscalerjs.com/models/available/maxim-enhancement](https://upscalerjs.com/models/available/maxim-enhancement).
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
+
diff --git a/models/maxim-enhancement/assets/fixture.png b/models/maxim-enhancement/assets/fixture.png
new file mode 100755
index 000000000..74908c8ec
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diff --git a/models/maxim-enhancement/assets/result.png b/models/maxim-enhancement/assets/result.png
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index 000000000..43a5c879d
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diff --git a/models/maxim-enhancement/demo/.stackblitzrc b/models/maxim-enhancement/demo/.stackblitzrc
new file mode 100755
index 000000000..fc46b0559
--- /dev/null
+++ b/models/maxim-enhancement/demo/.stackblitzrc
@@ -0,0 +1,4 @@
+{
+  "installDependencies": true,
+  "startCommand": "npm run dev"
+}
\ No newline at end of file
diff --git a/models/maxim-enhancement/demo/fixture.png b/models/maxim-enhancement/demo/fixture.png
new file mode 100755
index 000000000..622c0c25e
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diff --git a/models/maxim-enhancement/demo/index.html b/models/maxim-enhancement/demo/index.html
new file mode 100755
index 000000000..5cc47e6db
--- /dev/null
+++ b/models/maxim-enhancement/demo/index.html
@@ -0,0 +1,54 @@
+<html>
+<head>
+  <title>@upscalerjs/maxim-enhancement</title>
+  <style>
+    body {
+      padding: 40px;
+      font-family: -apple-system, BlinkMacSystemFont, sans-serif;
+    }
+    button {
+      margin-top: 20px;
+      display: block;
+      padding: 10px 40px;
+    }
+    #target {
+      background: #EEE;
+      border: 1px solid #DDD;
+      display: inline-block;
+      width: 256px;
+      height: 256px;
+    }
+    #flower {
+      border: 1px solid #DDD;
+    }
+    pre {
+      padding: 10px;
+      background: #EEE;
+      border: 1px solid #DDD;
+      border-radius: 5px;
+    }
+    table td {
+      vertical-align: top;
+    }
+  </style>
+</head>
+<body>
+  <table>
+    <thead>
+      <tr><td>Original</td><td>Upscaled</td></tr>
+    </thead>
+    <tbody>
+      <tr><td>
+      <img src="./fixture.png" id="fixture" />
+        </td>
+      <td>
+        <div id="target">
+
+        </div>
+      </td>
+    </tr>
+      </tbody>
+    </table>
+    <script src="./index.js" type="module"></script>
+  </body>
+</html>
\ No newline at end of file
diff --git a/models/maxim-enhancement/demo/index.js b/models/maxim-enhancement/demo/index.js
new file mode 100755
index 000000000..d2f7e02ed
--- /dev/null
+++ b/models/maxim-enhancement/demo/index.js
@@ -0,0 +1,13 @@
+import Upscaler from "upscaler";
+import * as models from '@upscalerjs/maxim-enhancement';
+import fixture from "./fixture.png";
+
+const upscaler = new Upscaler({
+  model: models.small,
+});
+
+upscaler.upscale(fixture).then((upscaledImgSrc) => {
+  const img = document.createElement("img");
+  img.src = upscaledImgSrc;
+  document.getElementById("target").appendChild(img);
+});
\ No newline at end of file
diff --git a/models/maxim-enhancement/demo/package.json b/models/maxim-enhancement/demo/package.json
new file mode 100755
index 000000000..7831df910
--- /dev/null
+++ b/models/maxim-enhancement/demo/package.json
@@ -0,0 +1,23 @@
+{
+  "name": "@upscalerjs/demo.maxim-enhancement",
+  "private": true,
+  "version": "1.0.0-beta.1",
+  "main": "index.js",
+  "scripts": {
+    "dev": "vite"
+  },
+  "devDependencies": {
+    "vite": "*"
+  },
+  "author": "Kevin Scott",
+  "license": "MIT",
+  "dependencies": {
+    "@tensorflow/tfjs": "^4.2.0",
+    "seedrandom": "^3.0.5",
+    "@upscalerjs/maxim-enhancement": "^0.1.0",
+    "upscaler": "1.0.0-beta.8"
+  },
+  "engines": {
+    "npm": ">8.0.0"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-enhancement/models.dvc b/models/maxim-enhancement/models.dvc
new file mode 100755
index 000000000..27ea91e76
--- /dev/null
+++ b/models/maxim-enhancement/models.dvc
@@ -0,0 +1,5 @@
+outs:
+- md5: e20c55073c86a7f9197ed3d718d22c3c.dir
+  size: 113220845
+  nfiles: 26
+  path: models
diff --git a/models/maxim-enhancement/package.json b/models/maxim-enhancement/package.json
new file mode 100755
index 000000000..fab8cfa6b
--- /dev/null
+++ b/models/maxim-enhancement/package.json
@@ -0,0 +1,56 @@
+{
+  "name": "@upscalerjs/maxim-enhancement",
+  "version": "0.1.0",
+  "description": "Maxim: Enhancement Model",
+  "exports": {
+    ".": {
+      "require": "./dist/cjs/models/maxim-enhancement/src/index.js",
+      "import": "./dist/esm/models/maxim-enhancement/src/index.js"
+    }
+  },
+  "scripts": {
+    "scaffold:dependencies": "ts-node ../../scripts/package-scripts/scaffold-dependencies.ts --src models/maxim-enhancement --config models/scaffolder.ts",
+    "lint:fix": "pnpm lint --fix",
+    "lint": "pnpm scaffold:dependencies && eslint -c ../.eslintrc.js src --ext .ts",
+    "prepublishOnly": "pnpm lint && pnpm build && pnpm validate:build",
+    "validate:build": "ts-node ../../scripts/package-scripts/validate-build.ts models/maxim-enhancement",
+    "build": "ts-node ../../scripts/package-scripts/build-model.ts maxim-enhancement -o cjs -o esm -o umd"
+  },
+  "keywords": [
+    "image super resolution",
+    "image upscaling",
+    "image enhancement",
+    "tensorflow.js",
+    "pretrained models",
+    "esrgan"
+  ],
+  "files": [
+    "license",
+    "src/**/*",
+    "models/**/*",
+    "dist/**/*"
+  ],
+  "peerDependencies": {
+    "@tensorflow/tfjs": "^4.1.0"
+  },
+  "dependencies": {
+    "@upscalerjs/core": "workspace:*"
+  },
+  "devDependencies": {
+    "@tensorflow/tfjs-core": "^4.1.0",
+    "@tensorflow/tfjs-layers": "^4.1.0",
+    "@tensorflow/tfjs": "^4.1.0",
+    "@tensorflow/tfjs-node": "^4.1.0",
+    "@tensorflow/tfjs-node-gpu": "^4.1.0",
+    "seedrandom": "3.0.5"
+  },
+  "author": "Kevin Scott",
+  "@upscalerjs": {
+    "models": {
+      "./large": {
+        "supportedPlatforms": ["node"]
+      }
+    }
+  },
+  "license": "MIT"
+}
diff --git a/models/maxim-enhancement/src/index.ts b/models/maxim-enhancement/src/index.ts
new file mode 100755
index 000000000..d53946b6e
--- /dev/null
+++ b/models/maxim-enhancement/src/index.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from './constants.generated';
+import { getMaximDefinition, } from '../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'LOL',
+    quantization: null,
+  },
+  divisibilityFactor: 64,
+});
diff --git a/models/maxim-enhancement/test/__fixtures__/fixture.png b/models/maxim-enhancement/test/__fixtures__/fixture.png
new file mode 100755
index 000000000..24c9b9215
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diff --git a/models/maxim-enhancement/test/__fixtures__/result.png b/models/maxim-enhancement/test/__fixtures__/result.png
new file mode 100755
index 000000000..6e9fc1c97
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diff --git a/models/maxim-enhancement/tsconfig.cjs.json b/models/maxim-enhancement/tsconfig.cjs.json
new file mode 100755
index 000000000..4c779cbe1
--- /dev/null
+++ b/models/maxim-enhancement/tsconfig.cjs.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.cjs.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/cjs"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-enhancement/tsconfig.esm.json b/models/maxim-enhancement/tsconfig.esm.json
new file mode 100755
index 000000000..7f20d837f
--- /dev/null
+++ b/models/maxim-enhancement/tsconfig.esm.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.esm.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/esm"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-enhancement/tsconfig.json b/models/maxim-enhancement/tsconfig.json
new file mode 100755
index 000000000..b47249619
--- /dev/null
+++ b/models/maxim-enhancement/tsconfig.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "exclude": [
+    "node_modules",
+    "**/*.test.ts"
+  ]
+}
\ No newline at end of file
diff --git a/models/maxim-enhancement/tsconfig.umd.json b/models/maxim-enhancement/tsconfig.umd.json
new file mode 100755
index 000000000..49db37943
--- /dev/null
+++ b/models/maxim-enhancement/tsconfig.umd.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.umd.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/tmp"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-enhancement/umd-names.json b/models/maxim-enhancement/umd-names.json
new file mode 100755
index 000000000..0aa075ecc
--- /dev/null
+++ b/models/maxim-enhancement/umd-names.json
@@ -0,0 +1,3 @@
+{
+  ".": "UpscalerJSMaximEnhancement"
+}
diff --git a/models/maxim-experiments/.gitignore b/models/maxim-experiments/.gitignore
new file mode 100755
index 000000000..8957927b8
--- /dev/null
+++ b/models/maxim-experiments/.gitignore
@@ -0,0 +1,4 @@
+dist
+node_modules
+*.generated.ts
+/models
diff --git a/models/maxim-experiments/.npmignore b/models/maxim-experiments/.npmignore
new file mode 100755
index 000000000..05a697c38
--- /dev/null
+++ b/models/maxim-experiments/.npmignore
@@ -0,0 +1,4 @@
+src
+yarn-error.log
+node_modules
+test
\ No newline at end of file
diff --git a/models/maxim-experiments/LICENSE b/models/maxim-experiments/LICENSE
new file mode 100755
index 000000000..4ba9de137
--- /dev/null
+++ b/models/maxim-experiments/LICENSE
@@ -0,0 +1,23 @@
+
+MIT License
+
+Copyright (c) 2023 Kevin Scott
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
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diff --git a/models/maxim-experiments/package.json b/models/maxim-experiments/package.json
new file mode 100755
index 000000000..add6c2a99
--- /dev/null
+++ b/models/maxim-experiments/package.json
@@ -0,0 +1,126 @@
+{
+  "name": "@upscalerjs/maxim-experiments",
+  "version": "0.1.0",
+  "description": "Experiments",
+  "exports": {
+    ".": {
+      "require": "./dist/cjs/models/maxim-experiments/src/index.js",
+      "import": "./dist/esm/models/maxim-experiments/src/index.js"
+    },
+    "./deblurring/64": {
+      "require": "./dist/cjs/models/maxim-experiments/src/deblurring/64.js",
+      "import": "./dist/esm/models/maxim-experiments/src/deblurring/64.js"
+    },
+    "./deblurring/256": {
+      "require": "./dist/cjs/models/maxim-experiments/src/deblurring/256.js",
+      "import": "./dist/esm/models/maxim-experiments/src/deblurring/256.js"
+    },
+    "./deraining/64": {
+      "require": "./dist/cjs/models/maxim-experiments/src/deraining/64.js",
+      "import": "./dist/esm/models/maxim-experiments/src/deraining/64.js"
+    },
+    "./deraining/256": {
+      "require": "./dist/cjs/models/maxim-experiments/src/deraining/256.js",
+      "import": "./dist/esm/models/maxim-experiments/src/deraining/256.js"
+    },
+    "./denoising/64": {
+      "require": "./dist/cjs/models/maxim-experiments/src/denoising/64.js",
+      "import": "./dist/esm/models/maxim-experiments/src/denoising/64.js"
+    },
+    "./denoising/256": {
+      "require": "./dist/cjs/models/maxim-experiments/src/denoising/256.js",
+      "import": "./dist/esm/models/maxim-experiments/src/denoising/256.js"
+    },
+    "./dehazing-indoor/64": {
+      "require": "./dist/cjs/models/maxim-experiments/src/dehazing-indoor/64.js",
+      "import": "./dist/esm/models/maxim-experiments/src/dehazing-indoor/64.js"
+    },
+    "./dehazing-indoor/256": {
+      "require": "./dist/cjs/models/maxim-experiments/src/dehazing-indoor/256.js",
+      "import": "./dist/esm/models/maxim-experiments/src/dehazing-indoor/256.js"
+    },
+    "./dehazing-outdoor/64": {
+      "require": "./dist/cjs/models/maxim-experiments/src/dehazing-outdoor/64.js",
+      "import": "./dist/esm/models/maxim-experiments/src/dehazing-outdoor/64.js"
+    },
+    "./dehazing-outdoor/256": {
+      "require": "./dist/cjs/models/maxim-experiments/src/dehazing-outdoor/256.js",
+      "import": "./dist/esm/models/maxim-experiments/src/dehazing-outdoor/256.js"
+    },
+    "./enhancement/256": {
+      "require": "./dist/cjs/models/maxim-experiments/src/enhancement/256.js",
+      "import": "./dist/esm/models/maxim-experiments/src/enhancement/256.js"
+    },
+    "./enhancement/64": {
+      "require": "./dist/cjs/models/maxim-experiments/src/enhancement/64.js",
+      "import": "./dist/esm/models/maxim-experiments/src/enhancement/64.js"
+    },
+    "./retouching/256": {
+      "require": "./dist/cjs/models/maxim-experiments/src/retouching/256.js",
+      "import": "./dist/esm/models/maxim-experiments/src/retouching/256.js"
+    },
+    "./retouching/64": {
+      "require": "./dist/cjs/models/maxim-experiments/src/retouching/64.js",
+      "import": "./dist/esm/models/maxim-experiments/src/retouching/64.js"
+    }
+  },
+  "scripts": {
+    "scaffold:dependencies": "ts-node ../../scripts/package-scripts/scaffold-dependencies.ts --src models/maxim-experiments --config models/scaffolder.ts",
+    "lint:fix": "pnpm lint --fix",
+    "lint": "pnpm scaffold:dependencies && eslint -c ../.eslintrc.js src --ext .ts",
+    "prepublishOnly": "pnpm lint && pnpm build && pnpm validate:build",
+    "validate:build": "ts-node ../../scripts/package-scripts/validate-build.ts models/maxim-experiments",
+    "build": "ts-node ../../scripts/package-scripts/build-model.ts maxim-experiments -o cjs -o esm -o umd"
+  },
+  "keywords": [
+    "image super resolution",
+    "image upscaling",
+    "image enhancement",
+    "tensorflow.js",
+    "pretrained models",
+    "maxim"
+  ],
+  "files": [
+    "license",
+    "src/**/*",
+    "models/**/*",
+    "dist/**/*"
+  ],
+  "peerDependencies": {
+    "@tensorflow/tfjs": "^4.6.0"
+  },
+  "dependencies": {
+    "@upscalerjs/core": "workspace:*"
+  },
+  "devDependencies": {
+    "@tensorflow/tfjs-core": "^4.6.0",
+    "@tensorflow/tfjs-layers": "^4.6.0",
+    "@tensorflow/tfjs": "^4.6.0",
+    "@tensorflow/tfjs-node": "^4.6.0",
+    "@tensorflow/tfjs-node-gpu": "^4.6.0",
+    "seedrandom": "3.0.5"
+  },
+  "@upscalerjs": {
+    "model": {
+      "experimental": true
+    },
+    "assets": {
+      "./deblurring/64": "assets/deblurring/fixture.png",
+      "./deblurring/256": "assets/deblurring/fixture.png",
+      "./deraining/64": "assets/deraining/fixture.png",
+      "./deraining/256": "assets/deraining/fixture.png",
+      "./denoising/64": "assets/denoising/fixture.png",
+      "./denoising/256": "assets/denoising/fixture.png",
+      "./dehazing-indoor/64": "assets/dehazing-indoor/fixture.png",
+      "./dehazing-indoor/256": "assets/dehazing-indoor/fixture.png",
+      "./dehazing-outdoor/64": "assets/dehazing-outdoor/fixture.png",
+      "./dehazing-outdoor/256": "assets/dehazing-outdoor/fixture.png",
+      "./enhancement/256": "assets/enhancement/fixture.png",
+      "./enhancement/64": "assets/enhancement/fixture.png",
+      "./retouching/256": "assets/retouching/fixture.png",
+      "./retouching/64": "assets/retouching/fixture.png"
+    }
+  },
+  "author": "Kevin Scott",
+  "license": "MIT"
+}
diff --git a/models/maxim-experiments/src/deblurring/256.ts b/models/maxim-experiments/src/deblurring/256.ts
new file mode 100755
index 000000000..665e5aff9
--- /dev/null
+++ b/models/maxim-experiments/src/deblurring/256.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/deblurring/256/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'GoPro',
+    quantization: 'float16',
+    inputSize: 256,
+  },
+});
diff --git a/models/maxim-experiments/src/deblurring/64.ts b/models/maxim-experiments/src/deblurring/64.ts
new file mode 100755
index 000000000..6054583fa
--- /dev/null
+++ b/models/maxim-experiments/src/deblurring/64.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/deblurring/64/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'GoPro',
+    quantization: 'uint8',
+    inputSize: 64,
+  },
+});
diff --git a/models/maxim-experiments/src/dehazing-indoor/256.ts b/models/maxim-experiments/src/dehazing-indoor/256.ts
new file mode 100755
index 000000000..bf3d42782
--- /dev/null
+++ b/models/maxim-experiments/src/dehazing-indoor/256.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/dehazing-indoor/256/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'RESIDE-Indoor',
+    quantization: 'uint16',
+    inputSize: 256,
+  },
+});
diff --git a/models/maxim-experiments/src/dehazing-indoor/64.ts b/models/maxim-experiments/src/dehazing-indoor/64.ts
new file mode 100755
index 000000000..6a91ac67a
--- /dev/null
+++ b/models/maxim-experiments/src/dehazing-indoor/64.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/dehazing-indoor/64/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'RESIDE-Indoor',
+    quantization: 'uint8',
+    inputSize: 64,
+  },
+});
diff --git a/models/maxim-experiments/src/dehazing-outdoor/256.ts b/models/maxim-experiments/src/dehazing-outdoor/256.ts
new file mode 100755
index 000000000..956e6903c
--- /dev/null
+++ b/models/maxim-experiments/src/dehazing-outdoor/256.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/dehazing-outdoor/256/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'RESIDE-Outdoor',
+    quantization: 'uint16',
+    inputSize: 256,
+  },
+});
diff --git a/models/maxim-experiments/src/dehazing-outdoor/64.ts b/models/maxim-experiments/src/dehazing-outdoor/64.ts
new file mode 100755
index 000000000..82f118678
--- /dev/null
+++ b/models/maxim-experiments/src/dehazing-outdoor/64.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/dehazing-outdoor/64/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'RESIDE-Outdoor',
+    quantization: 'uint8',
+    inputSize: 64,
+  },
+});
diff --git a/models/maxim-experiments/src/denoising/256.ts b/models/maxim-experiments/src/denoising/256.ts
new file mode 100755
index 000000000..343fbde05
--- /dev/null
+++ b/models/maxim-experiments/src/denoising/256.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/denoising/256/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'SIDD',
+    quantization: 'uint8',
+    inputSize: 256,
+  },
+});
diff --git a/models/maxim-experiments/src/denoising/64.ts b/models/maxim-experiments/src/denoising/64.ts
new file mode 100755
index 000000000..bb33100b9
--- /dev/null
+++ b/models/maxim-experiments/src/denoising/64.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/denoising/64/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'SIDD',
+    quantization: 'uint8',
+    inputSize: 64,
+  },
+});
diff --git a/models/maxim-experiments/src/deraining/256.ts b/models/maxim-experiments/src/deraining/256.ts
new file mode 100755
index 000000000..7ceb1b68a
--- /dev/null
+++ b/models/maxim-experiments/src/deraining/256.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/deraining/256/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'Rain13k',
+    quantization: 'uint16',
+    inputSize: 256,
+  },
+});
diff --git a/models/maxim-experiments/src/deraining/64.ts b/models/maxim-experiments/src/deraining/64.ts
new file mode 100755
index 000000000..8799819ec
--- /dev/null
+++ b/models/maxim-experiments/src/deraining/64.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/deraining/64/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'Rain13k',
+    quantization: 'uint8',
+    inputSize: 64,
+  },
+});
diff --git a/models/maxim-experiments/src/enhancement/256.ts b/models/maxim-experiments/src/enhancement/256.ts
new file mode 100755
index 000000000..de272a41e
--- /dev/null
+++ b/models/maxim-experiments/src/enhancement/256.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/enhancement/256/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'LOL',
+    quantization: 'uint8',
+    inputSize: 256,
+  },
+});
diff --git a/models/maxim-experiments/src/enhancement/64.ts b/models/maxim-experiments/src/enhancement/64.ts
new file mode 100755
index 000000000..a2985d5c8
--- /dev/null
+++ b/models/maxim-experiments/src/enhancement/64.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/enhancement/64/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'LOL',
+    quantization: 'uint8',
+    inputSize: 64,
+  },
+});
diff --git a/models/maxim-experiments/src/index.ts b/models/maxim-experiments/src/index.ts
new file mode 100755
index 000000000..455d7e9d8
--- /dev/null
+++ b/models/maxim-experiments/src/index.ts
@@ -0,0 +1,14 @@
+export { default as Deblurring256, } from './deblurring/256';
+export { default as Deblurring64, } from './deblurring/64';
+export { default as DehazingIndoor256, } from './dehazing-indoor/256';
+export { default as DehazingIndoor64, } from './dehazing-indoor/64';
+export { default as DehazingOutdoor256, } from './dehazing-outdoor/256';
+export { default as DehazingOutdoor64, } from './dehazing-outdoor/64';
+export { default as Denoising256, } from './denoising/256';
+export { default as Denoising64, } from './denoising/64';
+export { default as Deraining256, } from './deraining/256';
+export { default as Deraining64, } from './deraining/64';
+export { default as Enhancement256, } from './enhancement/256';
+export { default as Enhancement64, } from './enhancement/64';
+export { default as Retouching256, } from './retouching/256';
+export { default as Retouching64, } from './retouching/64';
diff --git a/models/maxim-experiments/src/retouching/256.ts b/models/maxim-experiments/src/retouching/256.ts
new file mode 100755
index 000000000..0f250d93b
--- /dev/null
+++ b/models/maxim-experiments/src/retouching/256.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/retouching/256/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'FiveK',
+    quantization: 'float16',
+    inputSize: 256,
+  },
+});
diff --git a/models/maxim-experiments/src/retouching/64.ts b/models/maxim-experiments/src/retouching/64.ts
new file mode 100755
index 000000000..a713cb8f0
--- /dev/null
+++ b/models/maxim-experiments/src/retouching/64.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from '../constants.generated';
+import { getMaximDefinition, } from '../../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/retouching/64/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'FiveK',
+    quantization: 'uint8',
+    inputSize: 64,
+  },
+});
diff --git a/models/maxim-experiments/test/__fixtures__/deblurring/medium/result.png b/models/maxim-experiments/test/__fixtures__/deblurring/medium/result.png
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diff --git a/models/maxim-experiments/test/__fixtures__/retouching/small/result.png b/models/maxim-experiments/test/__fixtures__/retouching/small/result.png
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diff --git a/models/maxim-experiments/tsconfig.cjs.json b/models/maxim-experiments/tsconfig.cjs.json
new file mode 100755
index 000000000..de217bba7
--- /dev/null
+++ b/models/maxim-experiments/tsconfig.cjs.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.cjs.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/cjs"
+  }
+}
diff --git a/models/maxim-experiments/tsconfig.esm.json b/models/maxim-experiments/tsconfig.esm.json
new file mode 100755
index 000000000..63b25b22b
--- /dev/null
+++ b/models/maxim-experiments/tsconfig.esm.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.cjs.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/esm"
+  }
+}
diff --git a/models/maxim-experiments/tsconfig.json b/models/maxim-experiments/tsconfig.json
new file mode 100755
index 000000000..832c0d53d
--- /dev/null
+++ b/models/maxim-experiments/tsconfig.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "exclude": [
+    "node_modules",
+    "**/*.test.ts"
+  ]
+}
diff --git a/models/maxim-experiments/tsconfig.umd.json b/models/maxim-experiments/tsconfig.umd.json
new file mode 100755
index 000000000..61585919a
--- /dev/null
+++ b/models/maxim-experiments/tsconfig.umd.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.cjs.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/tmp"
+  }
+}
diff --git a/models/maxim-experiments/umd-names.json b/models/maxim-experiments/umd-names.json
new file mode 100755
index 000000000..cd6be1e67
--- /dev/null
+++ b/models/maxim-experiments/umd-names.json
@@ -0,0 +1,17 @@
+{
+  ".": "MAXIMExperiments",
+  "./deblurring/64": "MAXIMExperimentsDeblurring64",
+  "./deblurring/256": "MAXIMExperimentsDeblurring256",
+  "./deraining/64": "MAXIMExperimentsDeraining64",
+  "./deraining/256": "MAXIMExperimentsDeraining256",
+  "./denoising/64": "MAXIMExperimentsDenoising64",
+  "./denoising/256": "MAXIMExperimentsDenoising256",
+  "./dehazing-indoor/64": "MAXIMExperimentsDehazing-indoor64",
+  "./dehazing-indoor/256": "MAXIMExperimentsDehazing-indoor256",
+  "./dehazing-outdoor/64": "MAXIMExperimentsDehazing-outdoor64",
+  "./dehazing-outdoor/256": "MAXIMExperimentsDehazing-outdoor256",
+  "./enhancement/256": "MAXIMExperimentsEnhancement256",
+  "./enhancement/64": "MAXIMExperimentsEnhancement64",
+  "./retouching/256": "MAXIMExperimentsRetouching256",
+  "./retouching/64": "MAXIMExperimentsRetouching64"
+}
diff --git a/models/maxim-retouching/.gitignore b/models/maxim-retouching/.gitignore
new file mode 100644
index 000000000..8957927b8
--- /dev/null
+++ b/models/maxim-retouching/.gitignore
@@ -0,0 +1,4 @@
+dist
+node_modules
+*.generated.ts
+/models
diff --git a/models/maxim-retouching/.npmignore b/models/maxim-retouching/.npmignore
new file mode 100644
index 000000000..05a697c38
--- /dev/null
+++ b/models/maxim-retouching/.npmignore
@@ -0,0 +1,4 @@
+src
+yarn-error.log
+node_modules
+test
\ No newline at end of file
diff --git a/models/maxim-retouching/DOC.mdx b/models/maxim-retouching/DOC.mdx
new file mode 100644
index 000000000..12a353336
--- /dev/null
+++ b/models/maxim-retouching/DOC.mdx
@@ -0,0 +1,102 @@
+---
+title: MAXIM Retouching
+description: Overview of @upscalerjs/maxim-retouching model
+sidebar_position: 10
+sidebar_label: maxim-retouching
+---
+
+# MAXIM Retouching
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-retouching/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-retouching)
+
+MAXIM Retouching is a collection of models for retouching images.
+
+The models were converted from weights provided by the [original MAXIM paper and repository](https://github.com/google-research/maxim). More information on the conversion process can be [found in this repository](https://github.com/upscalerjs/maxim).
+
+## Samples + Demo
+
+Here are some examples of processed images using these models.
+
+import SampleTable from '@site/src/components/sampleTable/sampleTable';
+
+<SampleTable
+  packageName="maxim-retouching"
+  models={[
+    'small',
+    'medium',
+    'large',
+  ]}
+  scales={[
+    1,
+    1,
+    1,
+  ]}
+/>
+
+import ModelExample from '@site/src/components/modelExample/modelExample';
+
+<ModelExample model="maxim-retouching" />
+
+
+## Installation
+
+```
+npm install @upscalerjs/maxim-retouching
+```
+
+## Usage
+
+Import a model, specified by its weight:
+
+```
+import Upscaler from 'upscaler';
+import small from '@upscalerjs/maxim-retouching/small';
+
+const upscaler = new Upscaler({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Retouching ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-retouching/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-retouching/medium` - quantized `float16`, input size of 256
+- large: `@upscalerjs/maxim-retouching/large` - unquantized, input size of 256
+
+All models are also exported via the root export:
+
+```
+import Upscaler from 'upscaler';
+import models from '@upscalerjs/maxim-retouching';
+
+const upscaler = new Upscaler({
+  model: models.small,
+  // model: models.medium,
+  // model: models.large,
+})
+```
+
+### `small`
+
+This model is quantized to `uint8` and has a fixed input size of 64. Because of the smaller input size, it will release the UI thread more often resulting in a more performant UI, but the overall speed of processing will be higher.
+
+### `medium`
+
+This model is quantized to `uint8` and has a fixed input size of 256. Because of the larger input size, this model will lock the UI thread for longer periods at a time, but the overall speed of processing will be lower.
+
+### `large`
+
+This model is unquantized and has a fixed input size of 256. This model is most appropriate for a GPU-accelerated Node environment, and will struggle to run on most browser hardware.
+
+
+## Dataset
+All weights were trained on the [FiveK](https://data.csail.mit.edu/graphics/fivek/) dataset.
+
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
+
+
diff --git a/models/maxim-retouching/LICENSE b/models/maxim-retouching/LICENSE
new file mode 100644
index 000000000..4ba9de137
--- /dev/null
+++ b/models/maxim-retouching/LICENSE
@@ -0,0 +1,23 @@
+
+MIT License
+
+Copyright (c) 2023 Kevin Scott
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+
diff --git a/models/maxim-retouching/README.md b/models/maxim-retouching/README.md
new file mode 100644
index 000000000..8f217aa74
--- /dev/null
+++ b/models/maxim-retouching/README.md
@@ -0,0 +1,54 @@
+# MAXIM Retouching
+
+[![](https://data.jsdelivr.com/v1/package/npm/@upscalerjs/maxim-retouching/badge)](https://www.jsdelivr.com/package/npm/@upscalerjs/maxim-retouching)
+
+MAXIM Retouching is a collection of Tensorflow.js models for retouching images with UpscalerJS.
+
+## Quick start
+
+Install the package:
+
+```
+npm install @upscalerjs/maxim-retouching
+```
+
+Then, import a specific model and pass it as an argument to an instance of UpscalerJS:
+
+```
+import UpscalerJS from 'upscaler';
+import small from '@upscalerjs/maxim-retouching/small';
+
+const upscaler = new UpscalerJS({
+  model: small,
+})
+```
+
+## Available Models
+
+MAXIM Retouching ships with three models of differing fidelity.
+
+- small: `@upscalerjs/maxim-retouching/small` - quantized `uint8`, input size of 64
+- medium: `@upscalerjs/maxim-retouching/medium` - quantized `uint8`, input size of 256
+- large: `@upscalerjs/maxim-retouching/large` - unquantized, input size of 256
+
+## Sample Images
+
+### Original
+![Original image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-retouching/assets/fixture.png?raw=true)
+
+### small
+![small retouched image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-retouching/assets/samples/small/result.png?raw=true)
+
+### medium
+![medium retouched image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-retouching/assets/samples/medium/result.png?raw=true)
+
+### large
+![large retouched image](https://github.com/thekevinscott/UpscalerJS/blob/main/models/maxim-retouching/assets/samples/large/result.png?raw=true)
+
+## Documentation
+
+For more documentation, check out the model documentation at [upscalerjs.com/models/available/maxim-retouching](https://upscalerjs.com/models/available/maxim-retouching).
+
+## License
+
+[MIT License](https://oss.ninja/mit/developit/) © [Kevin Scott](https://thekevinscott.com)
diff --git a/models/maxim-retouching/assets/fixture.png b/models/maxim-retouching/assets/fixture.png
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index 000000000..74908c8ec
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index 000000000..1e9cab284
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diff --git a/models/maxim-retouching/demo/.stackblitzrc b/models/maxim-retouching/demo/.stackblitzrc
new file mode 100644
index 000000000..fc46b0559
--- /dev/null
+++ b/models/maxim-retouching/demo/.stackblitzrc
@@ -0,0 +1,4 @@
+{
+  "installDependencies": true,
+  "startCommand": "npm run dev"
+}
\ No newline at end of file
diff --git a/models/maxim-retouching/demo/fixture.png b/models/maxim-retouching/demo/fixture.png
new file mode 100644
index 000000000..622c0c25e
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diff --git a/models/maxim-retouching/demo/index.html b/models/maxim-retouching/demo/index.html
new file mode 100644
index 000000000..71710a0d2
--- /dev/null
+++ b/models/maxim-retouching/demo/index.html
@@ -0,0 +1,54 @@
+<html>
+<head>
+  <title>@upscalerjs/maxim-retouching</title>
+  <style>
+    body {
+      padding: 40px;
+      font-family: -apple-system, BlinkMacSystemFont, sans-serif;
+    }
+    button {
+      margin-top: 20px;
+      display: block;
+      padding: 10px 40px;
+    }
+    #target {
+      background: #EEE;
+      border: 1px solid #DDD;
+      display: inline-block;
+      width: 256px;
+      height: 256px;
+    }
+    #flower {
+      border: 1px solid #DDD;
+    }
+    pre {
+      padding: 10px;
+      background: #EEE;
+      border: 1px solid #DDD;
+      border-radius: 5px;
+    }
+    table td {
+      vertical-align: top;
+    }
+  </style>
+</head>
+<body>
+  <table>
+    <thead>
+      <tr><td>Original</td><td>Upscaled</td></tr>
+    </thead>
+    <tbody>
+      <tr><td>
+      <img src="./fixture.png" id="fixture" />
+        </td>
+      <td>
+        <div id="target">
+
+        </div>
+      </td>
+    </tr>
+      </tbody>
+    </table>
+    <script src="./index.js" type="module"></script>
+  </body>
+</html>
\ No newline at end of file
diff --git a/models/maxim-retouching/demo/index.js b/models/maxim-retouching/demo/index.js
new file mode 100644
index 000000000..1d527c608
--- /dev/null
+++ b/models/maxim-retouching/demo/index.js
@@ -0,0 +1,13 @@
+import Upscaler from "upscaler";
+import * as models from '@upscalerjs/maxim-retouching';
+import fixture from "./fixture.png";
+
+const upscaler = new Upscaler({
+  model: models.small,
+});
+
+upscaler.upscale(fixture).then((upscaledImgSrc) => {
+  const img = document.createElement("img");
+  img.src = upscaledImgSrc;
+  document.getElementById("target").appendChild(img);
+});
\ No newline at end of file
diff --git a/models/maxim-retouching/demo/package.json b/models/maxim-retouching/demo/package.json
new file mode 100644
index 000000000..e1d65d623
--- /dev/null
+++ b/models/maxim-retouching/demo/package.json
@@ -0,0 +1,23 @@
+{
+  "name": "@upscalerjs/demo.maxim-retouching",
+  "private": true,
+  "version": "1.0.0-beta.1",
+  "main": "index.js",
+  "scripts": {
+    "dev": "vite"
+  },
+  "devDependencies": {
+    "vite": "*"
+  },
+  "author": "Kevin Scott",
+  "license": "MIT",
+  "dependencies": {
+    "@tensorflow/tfjs": "^4.2.0",
+    "seedrandom": "^3.0.5",
+    "@upscalerjs/maxim-retouching": "^0.1.0",
+    "upscaler": "^1.0.0-beta.8"
+  },
+  "engines": {
+    "npm": ">8.0.0"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-retouching/models.dvc b/models/maxim-retouching/models.dvc
new file mode 100644
index 000000000..1377cbf9f
--- /dev/null
+++ b/models/maxim-retouching/models.dvc
@@ -0,0 +1,5 @@
+outs:
+- md5: f95d2e085c04570ef4ceb4d12699a38b.dir
+  size: 127255102
+  nfiles: 29
+  path: models
diff --git a/models/maxim-retouching/package.json b/models/maxim-retouching/package.json
new file mode 100644
index 000000000..c7b8595e6
--- /dev/null
+++ b/models/maxim-retouching/package.json
@@ -0,0 +1,56 @@
+{
+  "name": "@upscalerjs/maxim-retouching",
+  "version": "0.1.0",
+  "description": "Maxim: Retouching Model",
+  "exports": {
+    ".": {
+      "require": "./dist/cjs/models/maxim-retouching/src/index.js",
+      "import": "./dist/esm/models/maxim-retouching/src/index.js"
+    }
+  },
+  "scripts": {
+    "scaffold:dependencies": "ts-node ../../scripts/package-scripts/scaffold-dependencies.ts --src models/maxim-retouching --config models/scaffolder.ts",
+    "lint:fix": "pnpm lint --fix",
+    "lint": "pnpm scaffold:dependencies && eslint -c ../.eslintrc.js src --ext .ts",
+    "prepublishOnly": "pnpm lint && pnpm build && pnpm validate:build",
+    "validate:build": "ts-node ../../scripts/package-scripts/validate-build.ts models/maxim-retouching",
+    "build": "ts-node ../../scripts/package-scripts/build-model.ts maxim-retouching -o cjs -o esm -o umd"
+  },
+  "keywords": [
+    "image super resolution",
+    "image upscaling",
+    "image enhancement",
+    "tensorflow.js",
+    "pretrained models",
+    "esrgan"
+  ],
+  "files": [
+    "license",
+    "src/**/*",
+    "models/**/*",
+    "dist/**/*"
+  ],
+  "peerDependencies": {
+    "@tensorflow/tfjs": "^4.1.0"
+  },
+  "dependencies": {
+    "@upscalerjs/core": "workspace:*"
+  },
+  "devDependencies": {
+    "@tensorflow/tfjs-core": "^4.1.0",
+    "@tensorflow/tfjs-layers": "^4.1.0",
+    "@tensorflow/tfjs": "^4.1.0",
+    "@tensorflow/tfjs-node": "^4.1.0",
+    "@tensorflow/tfjs-node-gpu": "^4.1.0",
+    "seedrandom": "3.0.5"
+  },
+  "author": "Kevin Scott",
+  "@upscalerjs": {
+    "models": {
+      "./large": {
+        "supportedPlatforms": ["node"]
+      }
+    }
+  },
+  "license": "MIT"
+}
diff --git a/models/maxim-retouching/src/index.ts b/models/maxim-retouching/src/index.ts
new file mode 100644
index 000000000..444db8d91
--- /dev/null
+++ b/models/maxim-retouching/src/index.ts
@@ -0,0 +1,13 @@
+import { NAME, VERSION, } from './constants.generated';
+import { getMaximDefinition, } from '../../../packages/shared/src/maxim/maxim';
+
+export default getMaximDefinition({
+  path: 'models/model.json',
+  name: NAME,
+  version: VERSION,
+  meta: {
+    dataset: 'FiveK',
+    quantization: null,
+  },
+  divisibilityFactor: 64,
+});
diff --git a/models/maxim-retouching/test/__fixtures__/fixture.png b/models/maxim-retouching/test/__fixtures__/fixture.png
new file mode 100644
index 000000000..3ef0a2bca
Binary files /dev/null and b/models/maxim-retouching/test/__fixtures__/fixture.png differ
diff --git a/models/maxim-retouching/test/__fixtures__/result.png b/models/maxim-retouching/test/__fixtures__/result.png
new file mode 100644
index 000000000..57e1509da
Binary files /dev/null and b/models/maxim-retouching/test/__fixtures__/result.png differ
diff --git a/models/maxim-retouching/tsconfig.cjs.json b/models/maxim-retouching/tsconfig.cjs.json
new file mode 100644
index 000000000..4c779cbe1
--- /dev/null
+++ b/models/maxim-retouching/tsconfig.cjs.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.cjs.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/cjs"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-retouching/tsconfig.esm.json b/models/maxim-retouching/tsconfig.esm.json
new file mode 100644
index 000000000..7f20d837f
--- /dev/null
+++ b/models/maxim-retouching/tsconfig.esm.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.esm.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/esm"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-retouching/tsconfig.json b/models/maxim-retouching/tsconfig.json
new file mode 100644
index 000000000..b47249619
--- /dev/null
+++ b/models/maxim-retouching/tsconfig.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "exclude": [
+    "node_modules",
+    "**/*.test.ts"
+  ]
+}
\ No newline at end of file
diff --git a/models/maxim-retouching/tsconfig.umd.json b/models/maxim-retouching/tsconfig.umd.json
new file mode 100644
index 000000000..49db37943
--- /dev/null
+++ b/models/maxim-retouching/tsconfig.umd.json
@@ -0,0 +1,10 @@
+{
+  "extends": "../tsconfig.umd.json",
+  "include": [
+    "src/**/*.ts"
+  ],
+  "compilerOptions": {
+    "baseUrl": "./src",
+    "outDir": "./dist/tmp"
+  }
+}
\ No newline at end of file
diff --git a/models/maxim-retouching/umd-names.json b/models/maxim-retouching/umd-names.json
new file mode 100644
index 000000000..b471d7447
--- /dev/null
+++ b/models/maxim-retouching/umd-names.json
@@ -0,0 +1,3 @@
+{
+  ".": "UpscalerJSMaximRetouching"
+}
diff --git a/models/scaffolder.ts b/models/scaffolder.ts
old mode 100644
new mode 100755
diff --git a/models/tsconfig.esm.json b/models/tsconfig.esm.json
old mode 100644
new mode 100755
diff --git a/models/tsconfig.json b/models/tsconfig.json
index ff03d0377..774bce188 100644
--- a/models/tsconfig.json
+++ b/models/tsconfig.json
@@ -15,4 +15,3 @@
     "rootDirs": ["./src", "../../../packages/shared/src"],
   },
 }
-
diff --git a/packages/core/src/index.test.ts b/packages/core/src/index.test.ts
index 806e1d3ab..5b5bb04d6 100644
--- a/packages/core/src/index.test.ts
+++ b/packages/core/src/index.test.ts
@@ -215,4 +215,3 @@ describe('isDynamicShape', () => {
       expect(isDynamicShape4D(args)).toEqual(expectation);
     });
 });
-
diff --git a/packages/shared/src/esrgan.ts b/packages/shared/src/esrgan.ts
index e36945c65..a6738d60e 100644
--- a/packages/shared/src/esrgan.ts
+++ b/packages/shared/src/esrgan.ts
@@ -1,4 +1,4 @@
-import { Meta, ModelDefinition, ModelDefinitionFn, } from '@upscalerjs/core';
+import type { Meta, ModelDefinition, ModelDefinitionFn,  } from '@upscalerjs/core';
 import type { Tensor4D, } from '@tensorflow/tfjs-core';
 
 export type Inputs = Tensor4D | Tensor4D[];
diff --git a/packages/shared/src/maxim/maxim.ts b/packages/shared/src/maxim/maxim.ts
new file mode 100644
index 000000000..dd1d9edc9
--- /dev/null
+++ b/packages/shared/src/maxim/maxim.ts
@@ -0,0 +1,30 @@
+import type {  Meta, ModelDefinition, ModelDefinitionFn,  } from '../../../core/src/index';
+import { modelDefinition as sharedModelDefinition, } from './modelDefinition';
+import { registerOps } from './registerOps';
+
+export const getMaximDefinition = ({
+  name,
+  version,
+  meta,
+  path: modelPath,
+  divisibilityFactor,
+}: {
+  name: string;
+  version: string;
+  meta: Meta;
+  path: string;
+  divisibilityFactor?: number;
+}): ModelDefinitionFn => (tf): ModelDefinition => {
+  registerOps(tf);
+  return {
+    ...sharedModelDefinition,
+    modelType: 'graph',
+    path: modelPath,
+    packageInformation: {
+      name,
+      version,
+    },
+    meta,
+    divisibilityFactor,
+  }
+};
diff --git a/packages/shared/src/maxim/modelDefinition.ts b/packages/shared/src/maxim/modelDefinition.ts
new file mode 100644
index 000000000..e760b7822
--- /dev/null
+++ b/packages/shared/src/maxim/modelDefinition.ts
@@ -0,0 +1,8 @@
+import type { ModelDefinition, } from '../../../core/src/index';
+
+export const modelDefinition: Partial<ModelDefinition> = {
+  modelType: 'graph',
+  inputRange: [0, 1,],
+  outputRange: [0, 1,],
+  preprocess: t => t.cast('float32'),
+};
diff --git a/packages/shared/src/maxim/registerOps.ts b/packages/shared/src/maxim/registerOps.ts
new file mode 100644
index 000000000..bb40bc290
--- /dev/null
+++ b/packages/shared/src/maxim/registerOps.ts
@@ -0,0 +1,40 @@
+import { Tensor, Tensor4D, } from '@tensorflow/tfjs-core';
+import type { OpExecutor, TF, } from '../../../core/src/index';
+
+const getSize = (size_tensor: Tensor): [number, number] => {
+  const size = Array.from((size_tensor).dataSync());
+  if (size_tensor.shape[0] < 2) {
+    console.error(size_tensor.dataSync(), size_tensor.shape);
+    throw new Error('Invalid size tensor');
+  }
+
+  const [height, width,] = Array.from(size_tensor.dataSync());
+
+  if (!height || !width) {
+    console.error(size);
+    throw new Error('Missing size elements');
+  }
+
+  return [
+    height,
+    width,
+  ];
+};
+
+export function registerOps(tf: TF) {
+  const ScaleAndTranslate: OpExecutor = ({ inputs, }) => {
+    if (inputs.length <= 2) {
+      throw new Error('Expected four tensors to scale and translate op');
+    }
+    const [input, size_tensor,] = inputs;
+    return tf.tidy(() => {
+      const size = getSize(size_tensor);
+      return tf.image.resizeNearestNeighbor(
+        input as Tensor4D,
+        size,
+      );
+    });
+  };
+
+  tf.registerOp('ScaleAndTranslate', ScaleAndTranslate);
+}
diff --git a/packages/upscalerjs/src/model-utils.ts b/packages/upscalerjs/src/model-utils.ts
index 60e25d3fc..be9102478 100644
--- a/packages/upscalerjs/src/model-utils.ts
+++ b/packages/upscalerjs/src/model-utils.ts
@@ -71,6 +71,17 @@ export const getPatchSizeAsMultiple = (divisibilityFactor: number, patchSize: nu
   return Math.ceil(patchSize / divisibilityFactor) * divisibilityFactor;
 };
 
+/**
+ * A user may provide patch size and padding variables when invoking `execute`.
+ * 
+ * A model definition may further specify a given input shape.
+ * 
+ * This function has a few responsibilities:
+ * - validate that patchSize is valid (i.e., greater than 0 if defined)
+ * - warn if the user is providing a patch size where one is unacceptable (i.e., when a model has defined its own input size)
+ * - if a model has defined its own input size, return the appropriate patch size and padding values
+ * - if a model has not defined its own input size, return the given user variables (which may be undefined)
+ */
 type ParsePatchAndInputShapes = (
   modelPackage: ModelPackage,
   args: UpscaleArgs,
diff --git a/packages/upscalerjs/src/types.ts b/packages/upscalerjs/src/types.ts
index 93b674f23..583f6d6f9 100644
--- a/packages/upscalerjs/src/types.ts
+++ b/packages/upscalerjs/src/types.ts
@@ -1,5 +1,6 @@
 import { tf, } from './dependencies.generated';
 import type { ModelDefinitionObjectOrFn, ModelDefinition, } from '@upscalerjs/core';
+export type { ModelDefinition, } from '@upscalerjs/core';
 
 export type WarmupSizesByPatchSize = {
   patchSize: number;
diff --git a/packages/upscalerjs/src/upscale.ts b/packages/upscalerjs/src/upscale.ts
index 4e82ff855..679f89435 100644
--- a/packages/upscalerjs/src/upscale.ts
+++ b/packages/upscalerjs/src/upscale.ts
@@ -71,17 +71,18 @@ export async function* processPixels(
   { output, progress, progressOutput, }: Pick<PrivateUpscaleArgs, 'output' | 'progress' | 'progressOutput'>,
   modelPackage: ModelPackage,
   {
-    imageSize,
+    originalImageSize,
     patchSize,
     padding = 0,
   }: {
-    imageSize: FixedShape4D;
+    originalImageSize: FixedShape4D;
   } & Pick<PrivateUpscaleArgs, 'patchSize' | 'padding'>
 ): AsyncGenerator<YieldedIntermediaryValue, tf.Tensor3D> {
   const { model, modelDefinition, } = modelPackage;
   const scale = modelDefinition.scale || 1;
 
   if (patchSize) {
+
     const [height, width,] = pixels.shape.slice(1);
     const patches = getPatchesFromImage([width, height,], patchSize, padding);
     yield;
@@ -145,12 +146,13 @@ export async function* processPixels(
       colTensor!.dispose();
       yield [upscaledTensor,];
     }
+
     // https://github.com/tensorflow/tfjs/issues/1125
     /* eslint-disable @typescript-eslint/no-unnecessary-type-assertion */
     /* eslint-disable @typescript-eslint/no-non-null-assertion */
     const processedUpscaledTensor = processAndDisposeOfTensor(
       upscaledTensor!.clone(),
-      trimInput(imageSize, scale)
+      trimInput(originalImageSize, scale)
     );
     upscaledTensor?.dispose();
     yield [processedUpscaledTensor,];
@@ -171,7 +173,7 @@ export async function* processPixels(
     prediction.clone(),
     modelDefinition.postprocess,
     scaleOutput(modelDefinition.outputRange),
-    trimInput(imageSize, scale)
+    trimInput(originalImageSize, scale)
   );
 
   prediction.dispose();
@@ -239,7 +241,7 @@ export async function* upscale(
     },
     modelPackage,
     {
-      imageSize,
+      originalImageSize: startingPixels.shape,
       patchSize,
       padding,
     }
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index a0f8eb40f..b9a10392a 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -254,6 +254,12 @@ importers:
       '@types/stats.js':
         specifier: ^0.17.0
         version: 0.17.0
+      '@upscalerjs/default-model':
+        specifier: workspace:*
+        version: link:../../models/default-model
+      '@upscalerjs/esrgan-experiments':
+        specifier: workspace:*
+        version: link:../../models/esrgan-experiments
       '@upscalerjs/esrgan-legacy':
         specifier: workspace:*
         version: link:../../models/esrgan-legacy
@@ -266,6 +272,30 @@ importers:
       '@upscalerjs/esrgan-thick':
         specifier: workspace:*
         version: link:../../models/esrgan-thick
+      '@upscalerjs/maxim-deblurring':
+        specifier: workspace:*
+        version: link:../../models/maxim-deblurring
+      '@upscalerjs/maxim-dehazing-indoor':
+        specifier: workspace:*
+        version: link:../../models/maxim-dehazing-indoor
+      '@upscalerjs/maxim-dehazing-outdoor':
+        specifier: workspace:*
+        version: link:../../models/maxim-dehazing-outdoor
+      '@upscalerjs/maxim-denoising':
+        specifier: workspace:*
+        version: link:../../models/maxim-denoising
+      '@upscalerjs/maxim-deraining':
+        specifier: workspace:*
+        version: link:../../models/maxim-deraining
+      '@upscalerjs/maxim-enhancement':
+        specifier: workspace:*
+        version: link:../../models/maxim-enhancement
+      '@upscalerjs/maxim-experiments':
+        specifier: workspace:*
+        version: link:../../models/maxim-experiments
+      '@upscalerjs/maxim-retouching':
+        specifier: workspace:*
+        version: link:../../models/maxim-retouching
       seedrandom:
         specifier: 3.0.5
         version: 3.0.5
@@ -316,7 +346,7 @@ importers:
         version: 4.6.0(seedrandom@3.0.5)
       '@upscalerjs/esrgan-medium':
         specifier: npm:@upscalerjs/esrgan-medium@1.0.0-beta.9
-        version: 1.0.0-beta.9(@tensorflow/tfjs@4.6.0)
+        version: link:../models/esrgan-medium
       chart.js:
         specifier: ^4.0.1
         version: 4.0.1
@@ -379,7 +409,7 @@ importers:
         version: 3.0.0
       upscaler:
         specifier: npm:upscaler@1.0.0-beta.16
-        version: 1.0.0-beta.16(@tensorflow/tfjs@4.6.0)
+        version: link:../packages/upscalerjs
     devDependencies:
       '@algolia/client-search':
         specifier: ^4.14.2
@@ -449,13 +479,13 @@ importers:
         version: 4.6.0(seedrandom@3.0.5)
       '@upscalerjs/esrgan-thick':
         specifier: latest
-        version: 1.0.0-beta.11(@tensorflow/tfjs@4.6.0)
+        version: link:../../../../../models/esrgan-thick
       seedrandom:
         specifier: ^3.0.5
         version: 3.0.5
       upscaler:
         specifier: latest
-        version: 1.0.0-beta.16(@tensorflow/tfjs@4.6.0)
+        version: link:../../../../../packages/upscalerjs
 
   docs/workers/image-search:
     devDependencies:
@@ -704,6 +734,206 @@ importers:
         specifier: 3.0.5
         version: 3.0.5
 
+  models/maxim-deblurring:
+    dependencies:
+      '@upscalerjs/core':
+        specifier: workspace:*
+        version: link:../../packages/core
+    devDependencies:
+      '@tensorflow/tfjs':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-core':
+        specifier: ^4.1.0
+        version: 4.6.0
+      '@tensorflow/tfjs-layers':
+        specifier: ^4.1.0
+        version: 4.6.0(@tensorflow/tfjs-core@4.6.0)
+      '@tensorflow/tfjs-node':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-node-gpu':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      seedrandom:
+        specifier: 3.0.5
+        version: 3.0.5
+
+  models/maxim-dehazing-indoor:
+    dependencies:
+      '@upscalerjs/core':
+        specifier: workspace:*
+        version: link:../../packages/core
+    devDependencies:
+      '@tensorflow/tfjs':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-core':
+        specifier: ^4.1.0
+        version: 4.6.0
+      '@tensorflow/tfjs-layers':
+        specifier: ^4.1.0
+        version: 4.6.0(@tensorflow/tfjs-core@4.6.0)
+      '@tensorflow/tfjs-node':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-node-gpu':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      seedrandom:
+        specifier: 3.0.5
+        version: 3.0.5
+
+  models/maxim-dehazing-outdoor:
+    dependencies:
+      '@upscalerjs/core':
+        specifier: workspace:*
+        version: link:../../packages/core
+    devDependencies:
+      '@tensorflow/tfjs':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-core':
+        specifier: ^4.1.0
+        version: 4.6.0
+      '@tensorflow/tfjs-layers':
+        specifier: ^4.1.0
+        version: 4.6.0(@tensorflow/tfjs-core@4.6.0)
+      '@tensorflow/tfjs-node':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-node-gpu':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      seedrandom:
+        specifier: 3.0.5
+        version: 3.0.5
+
+  models/maxim-denoising:
+    dependencies:
+      '@upscalerjs/core':
+        specifier: workspace:*
+        version: link:../../packages/core
+    devDependencies:
+      '@tensorflow/tfjs':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-core':
+        specifier: ^4.1.0
+        version: 4.6.0
+      '@tensorflow/tfjs-layers':
+        specifier: ^4.1.0
+        version: 4.6.0(@tensorflow/tfjs-core@4.6.0)
+      '@tensorflow/tfjs-node':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-node-gpu':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      seedrandom:
+        specifier: 3.0.5
+        version: 3.0.5
+
+  models/maxim-deraining:
+    dependencies:
+      '@upscalerjs/core':
+        specifier: workspace:*
+        version: link:../../packages/core
+    devDependencies:
+      '@tensorflow/tfjs':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-core':
+        specifier: ^4.1.0
+        version: 4.6.0
+      '@tensorflow/tfjs-layers':
+        specifier: ^4.1.0
+        version: 4.6.0(@tensorflow/tfjs-core@4.6.0)
+      '@tensorflow/tfjs-node':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-node-gpu':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      seedrandom:
+        specifier: 3.0.5
+        version: 3.0.5
+
+  models/maxim-enhancement:
+    dependencies:
+      '@upscalerjs/core':
+        specifier: workspace:*
+        version: link:../../packages/core
+    devDependencies:
+      '@tensorflow/tfjs':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-core':
+        specifier: ^4.1.0
+        version: 4.6.0
+      '@tensorflow/tfjs-layers':
+        specifier: ^4.1.0
+        version: 4.6.0(@tensorflow/tfjs-core@4.6.0)
+      '@tensorflow/tfjs-node':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-node-gpu':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      seedrandom:
+        specifier: 3.0.5
+        version: 3.0.5
+
+  models/maxim-experiments:
+    dependencies:
+      '@upscalerjs/core':
+        specifier: workspace:*
+        version: link:../../packages/core
+    devDependencies:
+      '@tensorflow/tfjs':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-core':
+        specifier: ^4.6.0
+        version: 4.6.0
+      '@tensorflow/tfjs-layers':
+        specifier: ^4.6.0
+        version: 4.6.0(@tensorflow/tfjs-core@4.6.0)
+      '@tensorflow/tfjs-node':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-node-gpu':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      seedrandom:
+        specifier: 3.0.5
+        version: 3.0.5
+
+  models/maxim-retouching:
+    dependencies:
+      '@upscalerjs/core':
+        specifier: workspace:*
+        version: link:../../packages/core
+    devDependencies:
+      '@tensorflow/tfjs':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-core':
+        specifier: ^4.1.0
+        version: 4.6.0
+      '@tensorflow/tfjs-layers':
+        specifier: ^4.1.0
+        version: 4.6.0(@tensorflow/tfjs-core@4.6.0)
+      '@tensorflow/tfjs-node':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      '@tensorflow/tfjs-node-gpu':
+        specifier: ^4.6.0
+        version: 4.6.0(seedrandom@3.0.5)
+      seedrandom:
+        specifier: 3.0.5
+        version: 3.0.5
+
   models/pixel-upsampler:
     dependencies:
       '@tensorflow/tfjs-core':
@@ -4906,39 +5136,6 @@ packages:
       - encoding
     dev: false
 
-  /@upscalerjs/default-model@1.0.0-beta.14(@tensorflow/tfjs@4.6.0):
-    resolution: {integrity: sha512-h7BiWOeSzAXNZcL5XTw5EGsQGcREBzxh8/UYUKHzdZfKd89OLuN0DG5nCWJsIe2aEL1XgrsNnDxUr9CmxC656A==}
-    peerDependencies:
-      '@tensorflow/tfjs': ^4.2.0
-    dependencies:
-      '@tensorflow/tfjs': 4.6.0(seedrandom@3.0.5)
-      '@upscalerjs/core': 1.0.0-beta.14
-    transitivePeerDependencies:
-      - encoding
-    dev: false
-
-  /@upscalerjs/esrgan-medium@1.0.0-beta.9(@tensorflow/tfjs@4.6.0):
-    resolution: {integrity: sha512-y36qZNIcXvw0YcCvadbMWKL9VF6gWxHlP9Kv57c3CYMDIv24UusqMSEdJZSkM0wC/xoP36LuoBvLbbumlQNk0g==}
-    peerDependencies:
-      '@tensorflow/tfjs': ^4.2.0
-    dependencies:
-      '@tensorflow/tfjs': 4.6.0(seedrandom@3.0.5)
-      '@upscalerjs/core': 1.0.0-beta.14
-    transitivePeerDependencies:
-      - encoding
-    dev: false
-
-  /@upscalerjs/esrgan-thick@1.0.0-beta.11(@tensorflow/tfjs@4.6.0):
-    resolution: {integrity: sha512-YY8EHpErjjQ/uyA7lw8oWW08wYYws7rXerIGgdfZ5X5TiPir8BcC5SWqOo7i12e3+ODBS47eY762jzHPiM1dvw==}
-    peerDependencies:
-      '@tensorflow/tfjs': ^4.2.0
-    dependencies:
-      '@tensorflow/tfjs': 4.6.0(seedrandom@3.0.5)
-      '@upscalerjs/core': 1.0.0-beta.14
-    transitivePeerDependencies:
-      - encoding
-    dev: false
-
   /@webassemblyjs/ast@1.11.1:
     resolution: {integrity: sha512-ukBh14qFLjxTQNTXocdyksN5QdM28S1CxHt2rdskFyL+xFV7VremuBLVbmCePj+URalXBENx/9Lm7lnhihtCSw==}
     dependencies:
@@ -14849,19 +15046,6 @@ packages:
       - encoding
     dev: false
 
-  /upscaler@1.0.0-beta.16(@tensorflow/tfjs@4.6.0):
-    resolution: {integrity: sha512-/ccCpszl4gRhNJaVdlALYcBu5+XfGUZbp4N7rjrCasJ2KUu6+vFT8NsclBc61rhrbJOQNv2IkthVGYLcE6BhJA==}
-    engines: {node: '>=16.0'}
-    peerDependencies:
-      '@tensorflow/tfjs': ^4.2.0
-    dependencies:
-      '@tensorflow/tfjs': 4.6.0(seedrandom@3.0.5)
-      '@upscalerjs/core': 1.0.0-beta.14
-      '@upscalerjs/default-model': 1.0.0-beta.14(@tensorflow/tfjs@4.6.0)
-    transitivePeerDependencies:
-      - encoding
-    dev: false
-
   /uri-js@4.4.1:
     resolution: {integrity: sha512-7rKUyy33Q1yc98pQ1DAmLtwX109F7TIfWlW1Ydo8Wl1ii1SeHieeh0HHfPeL2fMXK6z0s8ecKs9frCuLJvndBg==}
     dependencies:
diff --git a/test/integration/browser/model.ts b/test/integration/browser/model.ts
index 49455a464..19b7297c0 100644
--- a/test/integration/browser/model.ts
+++ b/test/integration/browser/model.ts
@@ -10,6 +10,8 @@ import * as tfn from '@tensorflow/tfjs-node';
 import { BrowserTestRunner } from '../utils/BrowserTestRunner';
 import path from 'path';
 import { MODELS_DIR } from '../../../scripts/package-scripts/utils/constants';
+import { AvailableModel, getFilteredModels } from '../../../scripts/package-scripts/utils/getAllAvailableModels';
+import { getPackageJSON } from '../../../scripts/package-scripts/utils/packages';
 
 const PIXEL_UPSAMPLER_DIR = path.resolve(MODELS_DIR, 'pixel-upsampler/test/__fixtures__');
 const DEFAULT_MODEL_DIR = path.resolve(MODELS_DIR, 'default-model/test/__fixtures__');
@@ -18,8 +20,8 @@ const TRACK_TIME = false;
 const LOG = true;
 const VERBOSE = false;
 const USE_PNPM = `${process.env.USE_PNPM}` === '1';
-const JEST_TIMEOUT = 60 * 1000 * 5;
-jest.setTimeout(JEST_TIMEOUT); // 5 minute timeout
+const JEST_TIMEOUT = 60 * 1000 * 15;
+jest.setTimeout(JEST_TIMEOUT); // 5 minute timeout per test
 jest.retryTimes(0);
 
 describe('Model Loading Integration Tests', () => {
@@ -55,7 +57,7 @@ describe('Model Loading Integration Tests', () => {
       const upscaler = new window['Upscaler']();
       return upscaler.execute(window['fixtures']['default-model']);
     });
-    checkImage(result, path.resolve(DEFAULT_MODEL_DIR, "index/result.png"), 'diff.png');
+    checkImage(result, path.resolve(DEFAULT_MODEL_DIR, "result.png"), 'diff.png');
   });
 
   it("can import a specific model", async () => {
@@ -122,6 +124,62 @@ describe('Model Loading Integration Tests', () => {
     expect(expectedTensor.dataSync()).toEqual(predictedTensor.dataSync())
   });
 
+  /*
+  describe('Test specific model implementations', () => {
+    const SPECIFIC_PACKAGE: string | undefined = undefined;
+    const SPECIFIC_MODEL: string | undefined = undefined;
+    const filteredPackagesAndModels = getFilteredModels({
+      specificPackage: SPECIFIC_PACKAGE,
+      specificModel: SPECIFIC_MODEL,
+      filter: (packageName, model) => {
+        const packagePath = path.resolve(MODELS_DIR, packageName);
+        const packageJSON = getPackageJSON(packagePath);
+        const supportedPlatforms = packageJSON['@upscalerjs']?.models?.[model.export]?.supportedPlatforms;
+
+        return supportedPlatforms === undefined || supportedPlatforms.includes('browser');
+      },
+    }).reduce<[string, AvailableModel[]][]>((arr, [packageName, models]) => {
+      return arr;
+      // return arr.concat(models.map(({ esm, ...model }) => {
+      //   return [
+      //     packageName, {
+      //       ...model,
+      //       esm: esm === '' ? 'index' : esm,
+      //     }];
+      // }));
+    }, []);
+
+    filteredPackagesAndModels.forEach(([packageName, filteredModels]) => {
+      describe(packageName, () => {
+        filteredModels.forEach(({ cjs }) => {
+          const cjsName = cjs || 'index';
+          it(`upscales with ${packageName}/${cjsName} as cjs`, async () => {
+            // const importPath = path.join(LOCAL_UPSCALER_NAMESPACE, packageName, cjsName === 'index' ? '' : `/${cjsName}`);
+            // const modelPackageDir = path.resolve(MODELS_DIR, packageName, 'test/__fixtures__');
+            // const fixturePath = path.resolve(modelPackageDir, 'fixture.png');
+            // const result = await testRunner.run({
+            //   dependencies: {
+            //     customModel: importPath,
+            //   },
+            //   globals: {
+            //     model: 'customModel',
+            //     imagePath: JSON.stringify(fixturePath),
+            //   }
+            // });
+
+            // expect(result).not.toEqual('');
+            // const formattedResult = `data:image/png;base64,${result}`;
+            // const resultPath = path.resolve(MODELS_DIR, packageName, `test/__fixtures__${cjsName === 'index' ? '' : `/${cjsName}`}`, "result.png");
+            // const outputsPath = path.resolve(TMP_DIR, 'test-output/diff/node', packageName, cjsName);
+            // const diffPath = path.resolve(outputsPath, `diff.png`);
+            // const upscaledPath = path.resolve(outputsPath, `upscaled.png`);
+            // checkImage(formattedResult, resultPath, diffPath, upscaledPath);
+          });
+        });
+      });
+    });
+  });
+  */
 });
 
 declare global {
diff --git a/test/integration/model/model.ts b/test/integration/model/model.ts
index e25d7c6a4..88b30d8c4 100644
--- a/test/integration/model/model.ts
+++ b/test/integration/model/model.ts
@@ -6,7 +6,7 @@ import { ESBUILD_DIST as ESBUILD_DIST, mockCDN as esbuildMockCDN } from '../../l
 import { DIST as UMD_DIST, mockCDN as umdMockCDN } from '../../lib/umd/prepare';
 import Upscaler, { ModelDefinition } from 'upscaler';
 import * as tf from '@tensorflow/tfjs';
-import { AvailableModel, getFilteredModels } from '../../../scripts/package-scripts/utils/getAllAvailableModels';
+import { getFilteredModels } from '../../../scripts/package-scripts/utils/getAllAvailableModels';
 import { BrowserTestRunner } from '../utils/BrowserTestRunner';
 import path from 'path';
 import { MODELS_DIR, TMP_DIR } from '../../../scripts/package-scripts/utils/constants';
@@ -150,6 +150,11 @@ describe('Model Tests', () => {
   });
 
   describe.each(PLATFORMS?.includes('node') ? [[]] : [])('Node', () => {
+    if (USE_GPU) {
+      console.log('**** USING GPU in Node')
+    } else {
+      console.log('**** USING CPU in Node')
+    }
     describe('CJS', () => {
       const main: Main = async (deps) => {
         const {
diff --git a/test/integration/node/model.ts b/test/integration/node/model.ts
index 37fdf48f8..a86ea247f 100644
--- a/test/integration/node/model.ts
+++ b/test/integration/node/model.ts
@@ -80,7 +80,7 @@ describe('Node Model Loading Integration Tests', () => {
         imagePath,
         model,
         fs,
-        usePatchSize = true,
+        usePatchSize = false,
       } = deps;
       console.log('Running main script with model', JSON.stringify(typeof model === 'function' ? model(tf) : model, null, 2));
 
@@ -128,7 +128,7 @@ describe('Node Model Loading Integration Tests', () => {
       });
       expect(result).not.toEqual('');
       const formattedResult = `data:image/png;base64,${result}`;
-      checkImage(formattedResult, path.resolve(DEFAULT_MODEL_DIR, "index/result.png"), 'diff.png');
+      checkImage(formattedResult, path.resolve(DEFAULT_MODEL_DIR, "result.png"), 'diff.png');
     });
 
     it("loads a locally exposed model via file:// path", async () => {
@@ -184,7 +184,7 @@ describe('Node Model Loading Integration Tests', () => {
 
               expect(result).not.toEqual('');
               const formattedResult = `data:image/png;base64,${result}`;
-              const resultPath = path.resolve(MODELS_DIR, packageName, "test/__fixtures__", cjsName, "result.png")
+              const resultPath = path.resolve(MODELS_DIR, packageName, `test/__fixtures__${cjsName === 'index' ? '' : `/${cjsName}`}`, "result.png");
               const outputsPath = path.resolve(TMP_DIR, 'test-output/diff/node', packageName, cjsName);
               const diffPath = path.resolve(outputsPath, `diff.png`);
               const upscaledPath = path.resolve(outputsPath, `upscaled.png`);