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Projects in Awesome Lists tagged with tracking-by-detection

A curated list of projects in awesome lists tagged with tracking-by-detection .

https://github.com/abhineet123/deep-learning-for-tracking-and-detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

code-collection deep-learning detection object-detection optical-flow paper-collection papers segmentation tracking tracking-by-detection

Last synced: 25 Mar 2025

https://github.com/abhineet123/Deep-Learning-for-Tracking-and-Detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

code-collection deep-learning detection object-detection optical-flow paper-collection papers segmentation tracking tracking-by-detection

Last synced: 20 Mar 2025

https://github.com/wmuron/motpy

Library for tracking-by-detection multi object tracking implemented in python

hungarian-algorithm kalman-filter multi-object-tracking multiple-object-tracking object-tracking raspberry-pi tracking-by-detection

Last synced: 16 May 2025

https://github.com/aparsoft/yolov8-streamlit-detection-tracking

Object detection and tracking algorithm implemented for Real-Time video streams and static images.

machine-learning ml object-detection object-tracker streamlit streamlit-application tracking-algorithm tracking-by-detection yolo yolov8

Last synced: 22 Jun 2025

https://github.com/zhongdao/unitrack

[NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset).

multi-object-track multi-object-tracker multi-object-tracking multi-object-tracking-segmentation object-tracking pose-tracking single-object-tracking tracking-by-detection video-instance-segmentation video-object-segmentation video-object-tracking

Last synced: 07 Apr 2025

https://github.com/rampal-punia/yolov8-streamlit-detection-tracking

Object detection and tracking algorithm implemented for Real-Time video streams and static images.

machine-learning ml object-detection object-tracker streamlit streamlit-application tracking-algorithm tracking-by-detection yolo yolov8

Last synced: 05 Apr 2025

https://github.com/MedChaabane/DEFT

Joint detection and tracking model named DEFT, or ``Detection Embeddings for Tracking." Our approach relies on an appearance-based object matching network jointly-learned with an underlying object detection network. An LSTM is also added to capture motion constraints.

joint-detection-and-tracking multi-object-tracking tracking-by-detection

Last synced: 20 Mar 2025

https://github.com/megvii-research/MCTrack

This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving"

autonomous-driving kitti-dataset multi-object-tracking nuscenes tracking-by-detection waymo-open-dataset

Last synced: 26 Apr 2025

https://github.com/jiaweihe1996/GMTracker

Official PyTorch implementation of "Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking" (CVPR 2021).

deep-learning pytorch tracking-by-detection

Last synced: 05 May 2025

https://github.com/kazuhito00/mot-tracking-by-detection-pipeline

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.)

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

Last synced: 16 Mar 2025

https://github.com/yfukai/laptrack

Particle tracking by solving linear assignment problem.

linear-assignment-problem microscopy-images python3 tracking-by-detection

Last synced: 11 Feb 2025

https://github.com/licksylick/AutoTrackAnything

AutoTrackAnything is a universal, flexible and interactive tool for insane automatic object tracking over thousands of frames. It is developed upon XMem, Yolov8 and MobileSAM (Segment Anything), can track anything which detect Yolov8.

mobilesam multi-object-tracker multi-object-tracking re-id re-identification reid sam segment-anything track-anything tracking tracking-by-detection xmem yolov8

Last synced: 20 Nov 2024

https://github.com/Postroggy/OC_SORT_CPP

[CVPR 2024] OC-SORT implemented in C++ with Eigen Library, Plus a Android Demo Apk

cpp mot ncnn tracking-by-detection yolo yolov8

Last synced: 18 Mar 2025

https://github.com/mbari-org/deepsea-track

Lightweight tracking software for tracking multiple objects in deep-sea underwater video. It is designed to be used with detection output in XML files in PASCAL VOC format or with detection messages sent with ZeroMQ. It generates unique VisualEvent track sequences for analysis.

deepsea opencv4 tracking-algorithm tracking-by-detection video-processing video-processor

Last synced: 17 Jun 2025

https://github.com/mbari-org/deepsea-ai

DeepSea-AI is a Python package to simplify processing deep sea video in AWS https://aws.amazon.com from a command line.

aws aws-cdk fathomnet object-detection tracking-by-detection video-processing video-processing-pipeline

Last synced: 13 Apr 2025

https://github.com/pprp/simple_deep_sort

deep sort with yolov3. Modify darknet based yolov3 to pytorch based yolov3.

deep-sort mot pytorch tracking-by-detection yolov3

Last synced: 28 Apr 2025

https://github.com/gurpreetkaurjethra/yolov10_deepsort-object-detection-and-tracking

This repository contains code for object detection and tracking in videos using the YOLOv10 object detection model and the DeepSORT algorithm.

computer-vision deep-learning deepsort object-detection object-tracking real-time tracking-by-detection yolov10

Last synced: 22 Nov 2024

https://github.com/onome-joseph/license-plate-recognition

License Plate Recognition system capable of detecting license plates from images and videos, extracting the license plate text, and displaying it.

computer-vision easyocr license-plate-recognition tracking-by-detection yolov8

Last synced: 06 Apr 2025

https://github.com/darrinbright/vehicle-detection-tracking-using-yolov5

A Real time Vehicle Detection and Tracking using YOLOv5 and SORT - Simple, online, and real time tracking of multiple objects in a video sequence.

computer-vision detection sort tracking-by-detection yolov5

Last synced: 02 Mar 2025

https://github.com/nemonameless/PaddleDetection_YOLOset

Paddle YOLO set: YOLOv3, PPYOLO, PPYOLOE, YOLOX, YOLOv5, YOLOv7 and so on.

bytetrack multi-object-tracking ppyolo ppyoloe ppyolov2 tracking-by-detection yolo yolov3 yolov5 yolov7 yolox

Last synced: 20 Apr 2025

https://github.com/nemonameless/paddledetection_yoloset

Paddle YOLO set: YOLOv3, PPYOLO, PPYOLOE, YOLOX, YOLOv5, YOLOv7 and so on.

bytetrack multi-object-tracking ppyolo ppyoloe ppyolov2 tracking-by-detection yolo yolov3 yolov5 yolov7 yolox

Last synced: 14 May 2025

https://github.com/angeltcc/vehicletracking

Fine-tuned YOLO model for vehicle detection and tracking, enabling automated counting of various vehicle types as they cross a line.

python streamlit supervision tracking-by-detection ultralytics yolo

Last synced: 24 Feb 2025