Segmind NPM is a powerful package that allows you to effortlessly generate images using state-of-the-art models from Segmind's cloud platform. With this package, you can easily integrate image generation capabilities into your applications, websites, or projects. This markdown provides you with a step-by-step guide on how to use Segmind NPM to create stunning images.
To get started, you need to import the segmind-npm package into your project. You can do this using npm or yarn:
npm install segmind-npm
# or
yarn add segmind-npmBefore you can generate images, you'll need an API key from cloud.segmind.com. This key will grant you access to Segmind's powerful image generation models. Replace "YOUR API-KEY" with your actual API key in the code below:
import { SDXL, SDXLType } from "segmind-npm"
const apiKey = "YOUR API-KEY";
const sdxl = new SDXL(apiKey);Now that you have initialized the API key, you can generate images with just a few lines of code. Specify your desired image by providing a prompt, and you can also customize various parameters to control the image generation process:
sdxl.generate({
prompt: "a panda on a chair",
style: "base", // Style of the image
samples: 1, // Number of samples to generate
scheduler: "UniPC", // Type of scheduler
num_inference_steps: 25, // Number of denoising steps
guidance_scale: 8, // Scale for classifier-free guidance
strength: 0.2, // Transformation strength
high_noise_fraction: 0.8, // Fraction of inference steps to run on each expert
seed: "468685", // Seed for image generation
img_width: 1024, // Image width
img_height: 1024, // Image height
refiner: true, // Improve image quality
base64: false, // Base64 encoding of the output image
}).then((response) => {
// Handle the generated image here
console.log(response.data);
});Segmind NPM provides a wide range of exported models that you can use for various image generation tasks. Here is a list of some of the available models:
SDXLFlat2DMix526AllInOnePixelBgRemovalCartoonCodeformerColorfulControlnetCuteRichStyleCyberRealisticDeepSpacedDiffusionDreamshaperDvArchEdgeOfRealismEpicRealismEsrganFaceswapFantassifiedIconsFruitFusionIcbinpImg2ImgInpaintingJuggernautKandinskyMajicmixManmarumixParagonPotraitSDQRGeneratorRCNZRPGRealisticVisionReliberateRevanimatedSDOutpaintSamaritanSciFiSegmentAnythingSmallSDTinySDWord2Img
You can choose the model that best suits your specific image generation needs.
For a comprehensive list of API parameters and their descriptions, you can refer to the API documentation on the Segmind website. This will provide you with detailed information on each parameter and how to use them effectively.
With Segmind NPM, you can easily harness the power of Segmind's image generation models to create stunning and customized images for your projects.
Feel free to explore and experiment with different prompts and parameters to achieve the desired results for your image generation tasks. Happy coding!