This demo is a simple software that I created using my studies and courses. It's designed for real-time object detection and tracking in video streams, using YOLOv8 for detection and ByteTrack for multi-object tracking. It is suitable for tracking objects in video footage, and can run on both GPU and CPU.

企业级 LLM API 快速集成系统，支持OpenAI、Azure、文心一言、讯飞星火、通义千问、智谱GLM、Gemini、DeepSeek、Anthropic Claude以及OpenAI格式的模型等，简洁的页面风格，轻量高效且稳定，支持Docker一键部署。 api, chatgpt, deepseek, ernie-bot, fast, fastapi, glm, gpt, gpt-4, openai, qwen, realtime, spark

Vehicle counting and tracking at intersection modules and ReID pipeline with object detection - > image cropping -> object in cropped image re-identification in another image

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.

ExplainableTrack — an explainable, interpretable toolkit for object tracking with visualizations.

Traffyx-AI — Traffic Forecasting & Urban Mobility Intelligence System Applied machine learning system for traffic prediction, congestion analysis, and real-world spatiotemporal data modeling.

BoxMOT: Pluggable SOTA multi-object tracking modules modules for segmentation, object detection and pose estimation models

#1 Free and OSS AI-powered attendance tracking with real-time face recognition, anti-spoofing protection, and offline-first architecture. Designed for real-world environments.

A general-purpose real-time streaming media and deep learning inference acceleration framework, supporting H264, H265, AAC, MP4, FLV, RTSP, RTMP, and YOLO.实时流媒体及深度学习推理加速通用处理框架，支持H264、H265、AAC、MP4、FLV、RTSP、RTMP、YOLO。

KickSense is an advanced computer-vision system built using YOLOv8 and DeepSORT to detect, track, and analyze football players in real-time. It identifies players, referees, goalkeepers, and the ball, assigns unique tracking IDs, draws dynamic elliptical markers, and automatically performs team classification using jersey-based appearance features.

👀 A web app for detecting and counting objects in videos using YOLOv8 for detection and ByteTrack for tracking, with customizable regions of interest (ROIs) function.

👁️ The Open Source Vision Analytics Engine. Designed to LOCATE and FOCUS, turning RTSP streams into queryable data. Self-hosted and privacy-first. Powered by YOLO11, FastAPI, and Next.js.

A blazing-fast, modern C++ multi-object tracking library featuring SORT, ByteTrack, OC-SORT, BoostTrack, and more built for real-time performance, cross-platform deployment, and MOT benchmarks.

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

People Tracker using ByteTracker and YOLOv8-nano ONNX Runtime

ByteTrack: Multi-Object Tracking by Associating Every Detection Box | Face Tracking using ByTrack and UniFace

A computer vision–based surveillance system for detecting abnormal human activities (running, loitering, intrusion, crowding) in video feeds, deployed with a Streamlit dashboard.

Comparative analysis of DeepOCSORT, StrongSORT, and ByteTrack for robust tracking under heavy occlusion.

Real-time IoT Vehicle Counting & Tracking System using YOLOv8 and ByteTrack. Optimized for Raspberry Pi (NCNN) with live data sync to Firebase Firestore.

Synapsis Jr. AI Engineer Challenge: People Detection + People Tracking + People Counting