~/talk

Easily deploy TF Lite models to the web

Talkat Google I/O 2021 · 2021-05-18..05-20· [machine-learning, web-platform]
slides:none on file

Claims that TensorFlow Lite models run in-browser with no conversion by loading the TensorFlow Lite task library via TensorFlow.js and WebAssembly. It shows using script tags to load the tfjs tflite wasm APIs, then loading model URLs for image classification, segmentation, object detection, and text classification. Examples load a movie-review sentiment model and a cartoon game model, call classify/predict, process output tensors and draw to canvas — demos run live in the browser.

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