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.

🚀 A high performance real-time object detection solution using YOLO11 ⚡️ 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.

UAVDB: Trajectory-Guided Adaptable Bounding Boxes for UAV Detection

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

B.Sc. ICT AI Dissertation University of Malta (ICT3909) – Accurate name extraction from broadcast news videos using YOLOv12 for graphic detection, OCR for text recognition, and NER models for identifying personal names. The system processes video frames, extracts names, and generates a structured name timeline.

Number plate Detection YOLOv12: Real-world parking enforcement

Automatic Speech Balloon Detection for Manga using YoloV12

YOLOv12 Underwater Object Detection is an open-source suite for underwater object detection, built on YOLOv12. It offers an end-to-end pipeline with GPU-accelerated training, customizable data augmentations, real-time inference via Gradio, and support for model export (ONNX & PyTorch).

A web app for multi-object tracking using YOLO and ByteTrack with ONNX Runtime Web