PaddlePaddle/Paddle.js
Paddle.js is a web project for Baidu PaddlePaddle, which is an open source deep learning framework running in the browser. Paddle.js can either load a pre-trained model, or transforming a model from paddle-hub with model transforming tools provided by Paddle.js. It could run in every browser with WebGL/WebGPU/WebAssembly supported. It could also run in Baidu Smartprogram and WX miniprogram.
This project allows web developers to integrate pre-trained AI models directly into websites and mini-programs. It takes a pre-trained PaddlePaddle AI model and makes it runnable in a standard web browser, enabling features like image classification, face detection, or OCR to run client-side. Web developers looking to add AI-powered functionality to their web applications are the primary users.
1,086 stars. No commits in the last 6 months.
Use this if you are a web developer who wants to embed AI inference capabilities like image or text recognition directly into a web page or mini-program, without requiring a server for processing.
Not ideal if you need to train new AI models in the browser or if your application requires heavy-duty AI processing that might overwhelm a user's device.
Stars
1,086
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152
Language
JavaScript
License
Apache-2.0
Category
Last pushed
Apr 03, 2024
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