Machine Learning · GitHub

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

Tensorflow framework for the FLAME 3D head model. The code demonstrates how to sample 3D heads from the model, fit the model to 2D or 3D keypoints, and how to generate textured head meshes from Images.

This codebase demonstrates how to synthesize realistic 3D character animations given an arbitrary speech signal and a static character mesh.

基于树莓派的自动驾驶小车，利用树莓派和tensorflow实现小车在赛道的自动驾驶。（Self-driving car based on raspberry pi（tensorflow））

A resource repository for 3D machine learning

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

《Pytorch模型训练实用教程》中配套代码

JAxtar is a project with a JAX-native implementation of parallelizeable A* & Q* solver for neural heuristic search research.

This repository holds the Google Colabs for the EdX TinyML Specialization

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

[CVPR 2022 Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

The next generation deep reinforcement learning tookit

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

Implementation of Graph Auto-Encoders in TensorFlow

Implementation of Graph Convolutional Networks in TensorFlow

Graph Convolutional Networks in PyTorch

Iris-3B pixel-space text-to-image on Apple Silicon GPUs: Metal-optimized engine, native macOS app, CLI, Python and local HTTP API

TensorFlow template application for deep learning