This repo is a POC about using a trained Keras model with MNIST database with TensorFlow.js and React.js!
An open-source machine learning framework.
Hardware-accelerated JavaScript library for machine intelligence
Vanilla JavaScript backend for TensorFlow.js
GPU accelerated WebGL backend for TensorFlow.js
TensorFlow Data API in JavaScript
TensorFlow layers API in JavaScript
Tensorflow model converter for javascript
This repository provides native TensorFlow execution in backend JavaScript applications under the Node.js runtime, accelerated by the TensorFlow C binary under the hood. It provides the same API as [TensorFlow.js](https://js.tensorflow.org/api/latest/).
This package adds a WebAssembly backend to TensorFlow.js. It currently supports the following models from our [models](https://github.com/tensorflow/tfjs-models) repo: - BlazeFace - BodyPix - CocoSSD - Face landmarks detection - HandPose - KNN classifier
TensorFlow.js platform implementation for React Native
This package adds a GPU accelerated [WebGPU](https://www.w3.org/TR/webgpu/) backend to TensorFlow.js. It currently supports the following models: - BlazeFace - BodyPix - Face landmarks detection - HandPose - MobileNet - PoseDetection - Universal sentence
Universal Sentence Encoder lite in TensorFlow.js
Utilities for in browser visualization with TensorFlow.js
TFLite support for TensorFlow.js
Pretrained face detection model in TensorFlow.js
Pretrained BodyPix model in TensorFlow.js
A shared codebase for face-api.js and tfjs-tiny-yolo-v2.
For information please refer [here](https://github.com/tensorflow/tfjs/blob/master/tfjs-node/README.md).
Pretrained hand detection model
Pretrained face detection model
Pretrained PoseNet model in TensorFlow.js
TensorFlow Decision Forests support for TensorFlow.js
Finger pose classifier for hand landmarks detected by TensorFlow.js handpose model