keras-js
Run trained Keras models directly in the browser with GPU acceleration via WebGL.
What is keras-js?
Keras.js is a JavaScript library that allows developers to run pre-trained Keras machine learning models directly in web browsers. It solves the problem of server dependency for model inference by enabling client-side execution, with GPU acceleration via WebGL for performance. This makes it possible to deploy interactive AI applications that run entirely in the browser.
Machine learning practitioners and web developers who want to integrate trained Keras models into browser-based applications without relying on server-side APIs.
Developers choose Keras.js for its ability to run complex neural networks client-side with GPU support, reducing latency and server costs while enabling fully interactive, offline-capable machine learning demos and tools.
Overview
Run Keras models in the browser, with GPU support using WebGL
Use Cases
Best For
- Running image classification models like ResNet50 directly in the browser
- Building interactive machine learning demos that don't require a backend
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