A collection of repos in object tracking
repo | functions | comments |
https://github.com/abewley/sort | A simple online and realtime tracking algorithm for 2D multiple object tracking in video sequences. | sort |
https://github.com/Qidian213/deep_sort_yolov3 | Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow | deepsort,yolov3 |
https://github.com/bendidi/Tracking-with-darkflow | A simple online and realtime tracking algorithm for 2D multiple object tracking in video sequences. | deepsort, yolov2 |
https://github.com/longcw/MOTDT | Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-identification | to view |
https://github.com/ZidanMusk/experimenting-with-sort | Experimenting with sort different classical tracking algorithms for real time multiple object tracking (MOT) | sort |
https://github.com/abewley/sort | A simple online and realtime tracking algorithm for 2D multiple object tracking in video sequences. | sort,kalman+dlib |
https://github.com/srianant/kalman_filter_multi_object_tracking | Multiple object tracking using Kalman Filter and Hungarian Algorithm - OpenCV | to view |
https://github.com/apoorvavinod/Real_time_Object_detection_and_tracking | YOLOv2 and MobileNet_SSD detection algorithms used along with KCF object tracker | KCF,yolov2/mobilenet-ssd |
https://github.com/alokwhitewolf/MultiObjectTracker | Advanced multiple object tracker using dlib and OpenCV. | to view |
https://github.com/CZYTHSS/MOT | This repository contains code for Simple Online and Realtime Tracking with a Deep Association Metric (Deep SORT). | deepsort |
https://github.com/blakeliu/easyMTracking | Detection by yolov2, calman filter predict motion trajectory, and build assignment problem sovled by Hungarian algorithm | good |
https://github.com/dirtmaxim/OpenMultiTracker | Tracker that uses computer vision methods to track players on the hockey field | to view |
https://github.com/foolwood/DAT | This is a C++ reimplementation of algorithm presented in "In Defense of Color-based Model-free Tracking." . | to view |
https://github.com/samuelmurray/tracking-by-detection | Code for my master thesis, titled "Real-Time Multiple Object Tracking: A Study on the Importance of Speed". | C++SORT |
https://github.com/bertinetto/siamese-fc | Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks. | siamese-fc |
https://github.com/Smorodov/Multitarget-tracker | Multitarget (multiple objects) tracker | good engineering! |
https://github.com/alokwhitewolf/MultiObjectTracker | Advanced multiple object tracker using dlib and OpenCV. | to view |
https://github.com/alokwhitewolf/MultiObjectTracker | Advanced multiple object tracker using dlib and OpenCV. | to view |
other userful summary links: https://github.com/SpyderXu/multi-object-tracking-paper-list https://github.com/foolwood/benchmark_results https://github.com/abhineet123/Deep-Learning-for-Tracking-and-Detection