Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, OpenCV Contrib, and OpenVINO.

[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

Lightweight Python library for adding real-time multi-object tracking to any detector.

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Python sample codes and documents about Autonomous vehicle control algorithm. This project can be used as a technical guide book to study the algorithms and the software architectures for beginners.

[ICCV 2023] Tracking Anything with Decoupled Video Segmentation

📊 Benchmark multiple object trackers (MOT) in Python

Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.

[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval

YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT

最新版本yolov5+deepsort目标检测和追踪，能够显示目标类别，支持5.0版本可训练自己数据集

[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.

Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.

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

Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.

Algorithms and Publications on 3D Object Tracking

[ECCV'22 Oral] Towards Grand Unification of Object Tracking

C++ implementation to Detect, track and classify multiple objects using LIDAR scans or point cloud

Tracking Anything in High Quality