BoxMOT: Pluggable Python and C++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes

machine-learning deep-learning yolo segmentation multi-object-tracking mot tensorrt tracking-by-detection mots multi-object-tracking-segmentation bytetrack strongsort ocsort botsort deepocsort boosttrack oriented-bounding-box-tracking

• Updated Nov 11, 2026
• Python

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.

sort multi-object-tracking bytetrack soccernet sportsmot trackeval bot-sort mot17 dancetrack oc-sort

• Updated Nov 11, 2026
• Python

A real-time multi-object tracking application in C++17 with Qt and ONNX Runtime that runs a YOLO detector with four pluggable trackers — ByteTrack, OC-SORT, Deep OC-SORT, and DeepSORT.

tracker track deepsort bytetrack

• Updated Sep 6, 2026
• C++

YOLO Vision Studio: a free, open-source Streamlit app for detection, segmentation, pose, text prompts (YOLO World, YOLOE) and tracking with honest counts. Built on Ultralytics YOLO26.

machine-learning computer-vision yolo object-detection pose-estimation object-tracker instance-segmentation tracking-algorithm tracking-by-detection people-counting streamlit ultralytics streamlit-application bytetrack yoloe rt-detr yolo-world yolo26

• Updated Oct 13, 2026
• Python

This repository is forked from shouxieai/tensorRT_Pro, extending it to support a wide range of vision models with high-performance TensorRT C++ inference.

tensorrt rtmo laneatt ppocr bytetrack clrnet yolov8 rt-detr yolov8-seg yolov8-pose yolov8-obb depth-anything yolov9 yolov8-cls yolov10 clrernet yolo11 yolov12 yolov13 yolo26

• Updated Oct 26, 2026
• C++

The project can achieve FCWS, LDWS, and LKAS functions solely using only visual sensors. using YOLOv5 / YOLOv5-lite / YOLOv6 / YOLOv7 / YOLOv8 / YOLOv9 / EfficientDet and Ultra-Fast-Lane-Detection-v2 .

python pytorch object-detection lane-detection tensorrt onnxruntime efficientdet lkas yolov5 bytetrack yolov6 yolov7 yolov5-lite yolov8 ultra-fast-lane-detection-v2 fcws ldws yolov9 yolov10

• Updated Oct 2, 2024
• Python

C++ implementation of ByteTrack that does not include an object detection algorithm.

object-tracking mot bytetrack

• Updated Apr 8, 2024
• C++

19 ready-to-run computer vision projects with YOLO, ByteTrack & MediaPipe — counting, safety, ANPR, heatmaps and more

python opencv computer-vision deep-learning yolo object-detection mediapipe ultralytics bytetrack

• Updated Sep 23, 2026
• Python

分别使用OpenCV、ONNXRuntime部署YOLOX+ByteTrack目标跟踪，包含C++和Python两个版本的程序

object-tracking opencv-dnn onnxruntime yolox bytetrack

• Updated Mar 26, 2022
• C++

基于TensorRT的C++高性能推理库，Yolov10, YoloPv2，Yolov5/7/X/8，RT-DETR，单目标跟踪OSTrack、LightTrack。

yolo object-detection object-tracking tensorrt yolov5 detr yolop bytetrack yolov7 yolov8 yolopv2 ostrack lighttrack yolov10

• Updated Jun 12, 2024
• C++

PyTorch implementation of YOLOv5, YOLOv6, YOLOv7, YOLOv8, Sort, StrongSort, OcSort, ByteTrack, Norfair

tracker sort yolov5 norfair yolox bytetrack yolov6 yolov7 strongsort yolov8 ocsort

• Updated Feb 10, 2023
• Python

Real-Time Face Recognition use SCRFD, ArcFace, ByteTrack and Similarity Measure

real-time multithreading face-recognition face-detection cosine-similarity face-alignment arcface insightface scrfd bytetrack yolov5-face

• Updated Oct 24, 2024
• Python

Based on tensorrt v8.0+, deploy detect, pose, segment, tracking of YOLOv8 with C++ and python api.

tracking deep-learning cpp detection python3 segmentation pose tensorrt tensorrt-conversion tensorrt-inference bytetrack yolov8

• Updated Oct 24, 2025
• C++

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.

tracking cplusplus yolo cpp17 kalman-filter onnxruntime bytetrack boosttrack oc-sort

• Updated Apr 21, 2026
• C++

Анализ трафика на круговом движении с использованием компьютерного зрения

docker nginx flask influxdb docker-compose multiprocessing grafana postgresql traffic-analysis hydra object-detection oop-principles grafana-dashboard multiple-object-tracking triton-inference-server transport-detection tensorrt-inference bytetrack yolov8 bytetracker

• Updated Mar 6, 2025
• Python

Integration of YOLOv9 with ByteTracker

tracking cpp inference yolo object-detection object-tracking object-tracker tensorrt bytetrack bytetracker yolov9

• Updated Mar 5, 2024
• C++

Globally accessible autonomous robot featuring AI object tracking, 4G remote control, edge computing, WebRTC streaming, and environmental sensing.

python linux raspberry-pi iot automation remote-control computer-vision cpp robotics webrtc esp32 artificial-intelligence embedded-systems cloudflare yolo object-tracking 4g edge-computing autonomous-robots bytetrack

• Updated Sep 15, 2026
• Python

Multi-thread tracking of YOLOv5 and ByteTrack implemented by C++, accelerated by TensorRT. YOLOv5 和 ByteTrack 的多线程追踪 C++ 实现, 使用 TensorRT 进行推理加速

cpp multithreading muti-process tensorrt mutilthread mutiprocessing yolov5 bytetrack

• Updated Jul 2, 2025
• C++

A general-purpose real-time streaming media and deep learning inference acceleration framework, supporting H264, H265, AAC, MP4, FLV, RTSP, RTMP, and YOLO.

h264 rtsp ffmpeg rtmp visual flv aac jetpack nvidia yolo codec h265 jetson cann ascend dvpp bytetrack hardcodec

• Updated Oct 28, 2026
• C++

Tracking-by-Detection形式のMOT(Multi Object Tracking)について、 DetectionとTrackingの処理を分離して寄せ集めたフレームワーク(Tracking-by-Detection method MOT(Multi Object Tracking) is a framework that separates the processing of Detection and Tracking.)

ssd face-recognition multi-object-tracking mot person-reidentification tracking-by-detection centernet mediapipe efficientdet nanodet motpy norfair yolox face-reidentification bytetrack

• Updated Sep 13, 2024
• Python