This repo is the homebase of a community driven course on Computer Vision with Neural Networks. Feel free to join us on the Hugging Face discord: hf.co/join/discord

D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement 💥💥💥

[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥

2025 SWE internship & new graduate job list updated daily

Release repo for our SLAM Handbook

Official repository of "SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory"

Convert Machine Learning Code Between Frameworks

Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

Cpp and python implementation of YOLOv9 using TensorRT API

Integration of YOLOv9 with ByteTracker

An object tracking project with YOLOv8 and ByteTrack, speed up by C++ and TensorRT.

C++ implementation of YOLOv11 using TensorRT API

Multiple Object Tracker, Based on Hungarian algorithm + Kalman filter.

Learn OpenCV : C++ and Python Examples

A plugin for Jupyter Notebook to run CUDA C/C++ code

GeoCalib: Learning Single-image Calibration with Geometric Optimization (ECCV 2024)

Code of paper "A new baseline for edge detection: Make Encoder-Decoder great again"

🔥🔥🔥 A collection of some awesome public CUDA, cuBLAS, TensorRT and High Performance Computing (HPC) projects.

Companion repo for complete Docker course

YOLOv10: Real-Time End-to-End Object Detection [NeurIPS 2024]

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

This dataset is captured using a Velodyne VLP-16, which is mounted on an UGV - Clearpath Jackal, on Stevens Institute of Technology campus

YOLOPv2: Better, Faster, Stronger for Panoptic driving Perception

HybridNets: End-to-End Perception Network