Thursday 28 April 2022

Error when importing '@tensorflow/tfjs' to use local model in Chrome extension

I tried to use tensorflow local model in my chrome extension. In contentScript:

import * as tf from '@tensorflow/tfjs';
const MODEL_URL = './model/model.json';
const model = tf.load_model(MODEL_URL);
model.run("text");

My manifest.json:

  "content_security_policy": {
    "extension_pages": "script-src 'self' http://localhost; object-src 'self';"
  },
  "background": {
    "service_worker": "background.js"
  },
  "action": {
    "default_title": "My extension",
    "default_popup": "popup.html"
  },
  "permissions": [
    "tabs", 
    "history", 
    "background", 
    "webNavigation", 
    "activeTab", 
    "storage"
  ],
  "content_scripts": [
    {
      "matches": [
        "<all_urls>"
      ],
      "run_at": "document_start",
      "js": [
        "contentScript.js"
      ]
    }
  ]

But I got error Uncaught EvalError: Refused to evaluate a string as JavaScript because 'unsafe-eval' is not an allowed source of script in the following Content Security Policy directive: "script-src 'self'".

My package.json:

{
  "name": "my-extension",
  "version": "0.1.0",
  "description": "My Chrome Extension",
  "private": true,
  "scripts": {
    "watch": "webpack --mode=development --watch --config config/webpack.config.js",
    "build": "webpack --mode=production --config config/webpack.config.js"
  },
  "devDependencies": {
    "copy-webpack-plugin": "^6.4.1",
    "css-loader": "^4.3.0",
    "file-loader": "^6.2.0",
    "mini-css-extract-plugin": "^0.10.1",
    "size-plugin": "^2.0.2",
    "webpack": "^4.46.0",
    "webpack-cli": "^3.3.12",
    "webpack-merge": "^5.8.0"
  },
  "dependencies": {
    "@tensorflow/tfjs": "^3.16.0",
    "@tensorflow/tfjs-node": "^3.16.0"
  }
}

What should be the proper way to using local model?



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