SMRTR ProgrammingMay 28, 2026Daily.dev

How to Build AI Apps in the Browser with TensorFlow.js and WebGPU

SMRTR summary

The modern browser has evolved into a full ML runtime — capable of running inference locally using TensorFlow.js, WebAssembly, and WebGPU, with no server required. This tutorial walks through training a custom image classifier with Teachable Machine, wiring it into a live webcam app, and benchmarking CPU vs WebGL vs WebGPU backends to see real performance differences firsthand.

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