Algrithom reproduction
AutoLabel
Bitcoin-Quantitative
C++
Deploy-Pipeline
Depth Estimation
Image Edition
Image Feature Matching
Image Generation
LLM
Loss Function
Machine Learning
Math
Model Pruning
Multimodal related
Object Detection
Object Tracking
ONNX
OpenCV
Quick test models
ReID
Reinforcement Learning
RTSP
Segementation
Super Resolution
TensorRT related
Tuning Tricks
useful-tools
Video Generation
video stability
VLM
代理
Stars
SGM，立体匹配StereoMatching最经典应用最广泛算法，4000+引用，兼顾效率和效果。完整实现，代码规范，注释清晰，博客教学，欢迎star！
[ICML 2024] EvTexture: Event-driven Texture Enhancement for Video Super-Resolution
[CVPR 2025] DEIM: DETR with Improved Matching for Fast Convergence
A C++ wrapper for a hungarian algorithm implementation
D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement [ICLR 2025 Spotlight]
A list of resouces for multispectral pedestrian detection,including the datasets, methods, annotations and tools.
Official implementation of "Pix2Next: Leveraging Vision Foundation Models for RGB to NIR Image Translation"
本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Google AI 2018 BERT pytorch implementation
LLaMA 2 implemented from scratch in PyTorch
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
verl: Volcano Engine Reinforcement Learning for LLMs
[CVPR 2025 Best Paper Nomination] FoundationStereo: Zero-Shot Stereo Matching
C++ implementation of BoT-SORT MOT algorithm with Re-ID and Camera Motion Compensation
pytorch implementation of openpose including Hand and Body Pose Estimation.
[ECCV2024] API code for T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy
Notebooks demonstrating example applications of the cleanlab library
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
A curated list of visual reinforcement learning resources
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
Fully open reproduction of DeepSeek-R1
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
[CVPR 2025 Highlight] Video Depth Anything: Consistent Depth Estimation for Super-Long Videos
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.