Turn any computer or edge device into a command center for your computer vision projects.

Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2

YoloDotNet - A C# .NET 8.0 project for Classification, Object Detection, OBB Detection, Segmentation and Pose Estimation in both images and videos.

🚀 Use YOLO11 in real-time for object detection tasks, with edge performance ⚡️ powered by ONNX-Runtime.

This repository is based on shouxieai/tensorRT_Pro, with adjustments to support YOLOv8.

🚀 ⭐ The list of the most popular YOLO algorithms - awesome YOLO

YOLOv12 Inference Using CPP, Tensorrt, And CUDA

YOLO Object Tracking TensorRT

🔥 CVPR 2025 (Nashville TN) - The 4th Anti-UAV Workshop & Challenge

Short, concise yet complete implementations of various Yolo models in the style of Tinygrad, but in pure Pytorch.

The YOLOv12 C++ TensorRT Project in C++ and optimized using NVIDIA TensorRT

Real-time monitoring, object tracking, and line-crossing detection for CCTV camera streams.

A comprehensive framework for training and evaluating YOLO models on the TinyPerson dataset for small object detection. This repository provides tools to benchmark different YOLO model versions (v8, v9, v10, v11, v12) on detecting small persons in images

UAVDB: Trajectory-Guided Adaptable Bounding Boxes for UAV Detection

Number plate Detection YOLOv12: Real-world parking enforcement

Automatic Speech Balloon Detection for Manga using YoloV12

Easy Training of YOLO Models with Car Datasets for Autonomous Driving

YOLOv11/12 wheel detector