TFLite Web #

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

Getting Started #

• Unpack tflite folder (link) to 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

• Initialize dependencies: TFLiteWeb.initialize()

• Load a model:
  From URL TFLiteWeb.loadModelFromUrl
  From Data TFLiteWeb.loadModelFromMemory

• Create Tensor: createTensor(data, shape, dataType)

• Run model: loadedModel.predict(inputs)

Current Version: #

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