tflite_web 0.1.0

Run Tensorflow Lite models using TFLite JS and WebAssembly on browser

TFLite Web

Run TFLite models on Dart JS. It is packaged in a WebAssembly binary that runs in a browser

Getting Started

• Unpack tflite (link) into your web folder.
  Result structure:
  -- Web
  ├── tflite
  ├── tf-backend-cpu.js
  ├── tf-core.js
  ├── tf-tflite.min.js
  ├── tflite_web_api_cc_simd.js
  ├── tflite_web_api_cc_simd.wasm

• Sample Code:

await TFLiteWeb.initialize();
final loadedModel = await TFLiteModel.fromUrl(modelUrl);
final input = createTensor(data, shape, dataType);
final outputs = loadedModel.predict(input);

Current Version:

• TF-JS: 4.2.0
• TF-JS TFLite: 0.0.1-alpha.9