tensorflow/tfjs-models

Health v2 · maintenance only

Adoption not part of the score

14793 stars · 4374 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A collection of pre-trained machine learning models ported to TensorFlow.js, published as npm packages for use in JavaScript projects. Models cover image classification, object detection, pose and hand tracking, and more, with APIs designed to hide tensor complexity from non-ML experts.

Use cases

• classify images in the browser
• detect human pose from webcam video
• track hand movements in real time
• detect objects in images with coco-ssd
• run pretrained ML models in Node.js
• fine-tune models with transfer learning in JavaScript

When to choose

• you need out-of-the-box ML inference in a browser or Node.js app
• you want pretrained models without ML expertise
• you're building interactive webcam or media experiences with TensorFlow.js

When to avoid

• you need to train models from scratch in Python
• you require server-side GPU-heavy inference at scale
• you need a model not included in the repository

Facets

library · maturity active

machine-learning computer-vision image-processing nlp speech-recognition machine-learning deep-learning computer-vision web-development frontend browser tensorflowjs pretrained-models pose-detection object-detection image-classification transfer-learning npm-packages nodejs javascript web

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markdown · JSON · MCP: product_card(name="tensorflow/tfjs-models")