tfjs

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]

Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gaze Tracking, Gesture Recognition

In-Browser Object Detection using Tiny YOLO on Tensorflow.js

👀 Use machine learning in JavaScript to detect eye movements and build gaze-controlled experiences.

Github action that checks the toxicity level of comments and PR reviews to help make repos safe spaces.

微信小程序运行 TensorFlow 的 Demo

Node.js module to predict indoor location using machine learning and WiFi information 📶

Learning to track eye movement in the browser

TensorFlow JS models for MIRNet for low-light💡 image enhancement

🤹🏻‍♂️ Parallax effect in javascript using face tracking. An immersive view in 3d with webcam.

Demo on adding virtual background to a live video stream in the browser

FaceAPI: AI-powered Face Detection & Rotation Tracking, Face Description & Recognition, Age & Gender & Emotion Prediction for Browser and NodeJS using TensorFlow/JS

This script converts the ONNX/OpenVINO IR model to Tensorflow's saved_model, tflite, h5, tfjs, tftrt(TensorRT), CoreML, EdgeTPU, ONNX and pb. PyTorch (NCHW) -> ONNX (NCHW) -> OpenVINO (NCHW) -> openvino2tensorflow -> Tensorflow/Keras (NHWC/NCHW) -> TFLite (NHWC/NCHW). And the conversion from .pb to saved_model and from saved_model to .pb and from .pb to .tflite and saved_model to .tflite and saved_model to onnx. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support.

Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.

Automatic detection of water running to trigger a countdown in the browser

Tiny YOLO v2 object detection with tensorflow.js.

Awesome TensorFlow.js - A curated list of dedicated resources to master TensorFlow.js

Chatbots build with Intelligo Framework.

A framework using TensorFlow.js for Deep Reinforcement Learning

Official repository of the book "Deep learning in the browser" published by Bleeding Edge Press August 2018. Find here all of the source code of the demos!

Motion-controlled Fruit Ninja clone using Three.js & Tensorflow.js

A WeChat MiniProgram Face AR using TensorFlow.js (TFJS) and a face landmarks detection.

Chrome extension to toggle dark mode on Netlify by clapping hands 👏

Simple APIs to load and prepare data for use in machine learning models

monitor how often you touch your face with WebRTC and tensorflow.js

Real time webcam face detection, protect yourself from COVID19 with a virtual mask