Trackers gives you clean, modular re-implementations of leading multi-object tracking algorithms released under the permissive Apache 2.0 license. You combine them with any detection model you already use.
BoT-SORT + YOLOX implemented using only onnxruntime, Numpy and scipy, without cython_bbox and PyTorch. Fast human tracker. OSNet is not used.
Хакатон компании Ренью
SOTA Multi Object Tracker in Cpp
ZoneGuard - Real-time perimeter security system using YOLO11 for detecting persons entering restricted zones. Tracks movement with distance, speed, and duration analytics.
An AI-driven Adaptive Traffic Signal Control System (ATSCS) that replaces static timers with dynamic green-light phases. Utilizes YOLOv8 for real-time vehicle density estimation and multi-class classification, achieving 96.4% mAP. Optimized for low-latency inference (>30 FPS) on edge devices to reduce urban congestion and commuter wait times.
A production-ready computer vision system for real-time retail intelligence. Features YOLOv8 person detection, BoT-SORT tracking, store occupancy, zone analytics, customer journey mapping, and spatial heatmaps with a React dashboard
A complete computer vision pipeline for soccer video understanding. It combines YOLO11, BoT-SORT, and HSV pitch filtering for robust player tracking, alongside tactical behavior analysis via ROI presence estimation
Robust Computer Vision and Uncertainty Estimation for Aquatic Ecosystems
A production-grade pipeline for real-time person detection, unique identity tracking, and foot-traffic analytics. Built with fine-tuned YOLO, BoT-SORT, ONNX, and Streamlit for ultra-fast local edge inference.
ExplainableTrack — an explainable, interpretable toolkit for object tracking with visualizations.
Dockerized ROS 2 Jazzy node for find & track only: BoT-SORT tracker + PD control. Subscribes to /image_raw/compressed and /detections (JSON), publishes /cmd_vel. Includes MJPEG preview with aiming overlay.
An intelligent traffic monitoring system using YOLOv8 for real-time vehicle tracking, perspective-based speed estimation, and Automatic License Plate Recognition (ALPR).
A Machine Vision pipeline that automates feeding of fishes by detecting, tracking and scheduling feeding interval.
Football broadcast video analysis with YOLOv26 + YOLO11--player, referee, and ball detection, BoT-SORT identity tracking, and possession analytics
An automated computer vision system that uses YOLOv11 and OpenCV to detect, track, and count vehicles by class and direction in real-time using virtual line-crossing logic.
👤 Conditional diffusion model for 64x64 face generation on CelebA, conditioned on gender, smile, and age attributes. Implements a DDPM-based architecture for controllable face synthesis and attribute-guided sampling.
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