xiang-zhe

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

AirSim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-Face_Recognition

papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;

awesome-metaverse

Useful resources for creating Meta-verse

awesome-vit

benchmark_results

visual tracker benchmark results

common

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

Dive-into-DL-TensorFlow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

extreme_3d_faces

Extreme 3D Face Reconstruction: Looking Past Occlusions

faceswap-1

Non official project based on original /r/Deepfakes thread. Many thanks to him!

Facial_Details_Synthesis

Photo-Realistic Facial Details Synthesis from Single Image (ICCV2019 Oral)

GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

jukebox

Code for the paper "Jukebox: A Generative Model for Music"

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

libfacedetection

An open source library for face detection in images. The face detection speed can reach 1500FPS.

models

Models and examples built with TensorFlow

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

Python-100-Days

Python - 100天从新手到大师

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

RobustVideoMatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

VideoProcessingFramework

Set of Python bindings to C++ libraries which provides full HW acceleration for video decoding, encoding and GPU-accelerated color space and pixel format conversions

vrn

:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"