diff --git a/package-lock.json b/package-lock.json
index 7304a85..1a2e87f 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -11,7 +11,7 @@
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         "@react-three/drei": "^9.88.0",
         "@react-three/fiber": "^8.14.5",
-        "@tensorflow/tfjs": "^4.11.0",
+        "@tensorflow/tfjs": "^4.12.0",
         "@tensorflow/tfjs-backend-webgpu": "^4.11.0",
         "@vitejs/plugin-react": "^4.1.0",
         "antd": "^5.8.4",
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-        "@tensorflow/tfjs-converter": "4.11.0",
-        "@tensorflow/tfjs-core": "4.11.0",
-        "@tensorflow/tfjs-data": "4.11.0",
-        "@tensorflow/tfjs-layers": "4.11.0",
+      "version": "4.12.0",
+      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs/-/tfjs-4.12.0.tgz",
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+        "@tensorflow/tfjs-backend-webgl": "4.12.0",
+        "@tensorflow/tfjs-converter": "4.12.0",
+        "@tensorflow/tfjs-core": "4.12.0",
+        "@tensorflow/tfjs-data": "4.12.0",
+        "@tensorflow/tfjs-layers": "4.12.0",
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         "chalk": "^4.1.0",
         "core-js": "3.29.1",
@@ -3998,13 +3998,46 @@
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+      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-webgpu/-/tfjs-backend-webgpu-4.11.0.tgz",
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+      "dependencies": {
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+      },
+      "peerDependencies": {
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+    "node_modules/@tensorflow/tfjs-core": {
+      "version": "4.11.0",
+      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-4.11.0.tgz",
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+      "peer": true,
+      "dependencies": {
+        "@types/long": "^4.0.1",
+        "@types/offscreencanvas": "~2019.7.0",
+        "@types/seedrandom": "^2.4.28",
+        "@webgpu/types": "0.1.30",
+        "long": "4.0.0",
+        "node-fetch": "~2.6.1",
+        "seedrandom": "^3.0.5"
+      },
+      "engines": {
+        "yarn": ">= 1.3.2"
+      }
+    },
+    "node_modules/@tensorflow/tfjs-core/node_modules/@types/offscreencanvas": {
+      "version": "2019.7.1",
+      "resolved": "https://registry.npmjs.org/@types/offscreencanvas/-/offscreencanvas-2019.7.1.tgz",
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+      "peer": true
+    },
+    "node_modules/@tensorflow/tfjs/node_modules/@tensorflow/tfjs-backend-cpu": {
+      "version": "4.12.0",
+      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-cpu/-/tfjs-backend-cpu-4.12.0.tgz",
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         "seedrandom": "^3.0.5"
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@@ -4012,32 +4045,38 @@
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-        "@tensorflow/tfjs-core": "4.11.0"
+        "@tensorflow/tfjs-core": "4.12.0"
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-    "node_modules/@tensorflow/tfjs-backend-webgpu": {
-      "version": "4.11.0",
-      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-webgpu/-/tfjs-backend-webgpu-4.11.0.tgz",
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+    "node_modules/@tensorflow/tfjs/node_modules/@tensorflow/tfjs-backend-webgl": {
+      "version": "4.12.0",
+      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-webgl/-/tfjs-backend-webgl-4.12.0.tgz",
+      "integrity": "sha512-LVBMFg+Qck1CW/NWqR3WOWzIerk0/GdS3HKi3guIZdERJqJLW46TRVBCqllY7a4fpkKsmrIR3yzUeXSBx5DqLA==",
       "dependencies": {
-        "@tensorflow/tfjs-backend-cpu": "4.11.0"
+        "@tensorflow/tfjs-backend-cpu": "4.12.0",
+        "@types/offscreencanvas": "~2019.3.0",
+        "@types/seedrandom": "^2.4.28",
+        "seedrandom": "^3.0.5"
+      },
+      "engines": {
+        "yarn": ">= 1.3.2"
       },
       "peerDependencies": {
-        "@tensorflow/tfjs-core": "4.11.0"
+        "@tensorflow/tfjs-core": "4.12.0"
       }
     },
-    "node_modules/@tensorflow/tfjs-converter": {
-      "version": "4.11.0",
-      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-converter/-/tfjs-converter-4.11.0.tgz",
-      "integrity": "sha512-j2JEVwkqh+pyin+sxUiNUG7QOIU2S0+5SzN8LFXHlR90/bPvC2qiaaSPYdGG/BYidFc27QCHD3obBXrb1EE/ow==",
+    "node_modules/@tensorflow/tfjs/node_modules/@tensorflow/tfjs-converter": {
+      "version": "4.12.0",
+      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-converter/-/tfjs-converter-4.12.0.tgz",
+      "integrity": "sha512-+UDwSO4PhobfmdqZTQQ41vvtEPMuFwZKEEcuS7zhydLK3L7Ro9+ak+rIrlWAHHrTS8knepincW1EpyDDjIkmNw==",
       "peerDependencies": {
-        "@tensorflow/tfjs-core": "4.11.0"
+        "@tensorflow/tfjs-core": "4.12.0"
       }
     },
-    "node_modules/@tensorflow/tfjs-core": {
-      "version": "4.11.0",
-      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-4.11.0.tgz",
-      "integrity": "sha512-t0mCNIco8wg6aZdHWT1d6ZuKtbbdY5y871ELWLSUA1+grXDvvaroHYh5eeJexJYXeg+EQ0/hzB0G8nLsLjlyVQ==",
+    "node_modules/@tensorflow/tfjs/node_modules/@tensorflow/tfjs-core": {
+      "version": "4.12.0",
+      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-4.12.0.tgz",
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@@ -4051,31 +4090,31 @@
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-      "version": "2019.7.1",
-      "resolved": "https://registry.npmjs.org/@types/offscreencanvas/-/offscreencanvas-2019.7.1.tgz",
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+    "node_modules/@tensorflow/tfjs/node_modules/@tensorflow/tfjs-core/node_modules/@types/offscreencanvas": {
+      "version": "2019.7.2",
+      "resolved": "https://registry.npmjs.org/@types/offscreencanvas/-/offscreencanvas-2019.7.2.tgz",
+      "integrity": "sha512-ujCjOxeA07IbEBQYAkoOI+XFw5sT3nhWJ/xZfPR6reJppDG7iPQPZacQiLTtWH1b3a2NYXWlxvYqa40y/LAixQ=="
     },
-    "node_modules/@tensorflow/tfjs-data": {
-      "version": "4.11.0",
-      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-data/-/tfjs-data-4.11.0.tgz",
-      "integrity": "sha512-8E6CVpd7kxRFtVL7kvz6WF5jH18pNN2wEcm2yA87xq37JwcRsIPTkrmfyqCHlJZmiWn3RQbP59Sl05gbBnFo5w==",
+    "node_modules/@tensorflow/tfjs/node_modules/@tensorflow/tfjs-data": {
+      "version": "4.12.0",
+      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-data/-/tfjs-data-4.12.0.tgz",
+      "integrity": "sha512-ppwkj7XMUPX2EIwAlLmNgyyHNgiJMPyRSNTvNGD0kXlwjkF8lms2mggqTcVHFK6zBtDzMZm/i1Z56d5FUs2otA==",
       "dependencies": {
         "@types/node-fetch": "^2.1.2",
         "node-fetch": "~2.6.1",
         "string_decoder": "^1.3.0"
       },
       "peerDependencies": {
-        "@tensorflow/tfjs-core": "4.11.0",
+        "@tensorflow/tfjs-core": "4.12.0",
         "seedrandom": "^3.0.5"
       }
     },
-    "node_modules/@tensorflow/tfjs-layers": {
-      "version": "4.11.0",
-      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-layers/-/tfjs-layers-4.11.0.tgz",
-      "integrity": "sha512-ErVqwxjpu2YM3uJRj2o5GbBTYViUwnqOb0wKWuCVukVmGeWrUzf1X00Ky3dP4xfilfAvq+B26dg7QN4YNHeaKg==",
+    "node_modules/@tensorflow/tfjs/node_modules/@tensorflow/tfjs-layers": {
+      "version": "4.12.0",
+      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-layers/-/tfjs-layers-4.12.0.tgz",
+      "integrity": "sha512-LWK8IOfZjS9nr+lpEDcR7qzQL1l4bcRhjOSembZqwfsc6gYgvkGTxqVFqk21FcvJVM/K5XxYn0ucJqC9pjw1Kg==",
       "peerDependencies": {
-        "@tensorflow/tfjs-core": "4.11.0"
+        "@tensorflow/tfjs-core": "4.12.0"
       }
     },
     "node_modules/@tensorflow/tfjs/node_modules/cliui": {
@@ -4282,9 +4321,9 @@
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     "node_modules/@types/node-fetch": {
-      "version": "2.6.6",
-      "resolved": "https://registry.npmjs.org/@types/node-fetch/-/node-fetch-2.6.6.tgz",
-      "integrity": "sha512-95X8guJYhfqiuVVhRFxVQcf4hW/2bCuoPwDasMf/531STFoNoWTT7YDnWdXHEZKqAGUigmpG31r2FE70LwnzJw==",
+      "version": "2.6.7",
+      "resolved": "https://registry.npmjs.org/@types/node-fetch/-/node-fetch-2.6.7.tgz",
+      "integrity": "sha512-lX17GZVpJ/fuCjguZ5b3TjEbSENxmEk1B2z02yoXSK9WMEWRivhdSY73wWMn6bpcCDAOh6qAdktpKHIlkDk2lg==",
       "dependencies": {
         "@types/node": "*",
         "form-data": "^4.0.0"
diff --git a/package.json b/package.json
index 3e42f62..c2907b1 100644
--- a/package.json
+++ b/package.json
@@ -19,7 +19,7 @@
     "@ant-design/icons": "^5.2.5",
     "@react-three/drei": "^9.88.0",
     "@react-three/fiber": "^8.14.5",
-    "@tensorflow/tfjs": "^4.11.0",
+    "@tensorflow/tfjs": "^4.12.0",
     "@tensorflow/tfjs-backend-webgpu": "^4.11.0",
     "@vitejs/plugin-react": "^4.1.0",
     "antd": "^5.8.4",