#Multi-object-tracking

Showing 23 of 23 repositories tagged #multi-object-tracking, ranked by stars

PaddlePaddle
PaddlePaddle
PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Score
100
โ˜… 14.3k โ‘‚ 3.0k +25/day
Python
mikel-brostrom
mikel-brostrom
boxmot

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

Score
67
โ˜… 8.2k โ‘‚ 1.9k +10/day
Python
FoundationVision
FoundationVision
ByteTrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

Score
33
โ˜… 6.5k โ‘‚ 1.1k +21/day
Python
xinshuoweng
xinshuoweng
AB3DMOT

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

Score
94
โ˜… 1.8k โ‘‚ 416 +1/day
Python
GeekAlexis
GeekAlexis
FastMOT

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT ๐Ÿš€

Score
76
โ˜… 1.2k โ‘‚ 252 +1/day
Python
adipandas
adipandas
multi-object-tracker

Multi-object trackers in Python

Score
0
โ˜… 692 โ‘‚ 101 โ€”
Python
yihongXU
yihongXU
deepMOT

Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)

Score
59
โ˜… 500 โ‘‚ 84 โ€”
amazon-science
amazon-science
siam-mot

SiamMOT: Siamese Multi-Object Tracking

Score
53
โ˜… 500 โ‘‚ 61 +1/day
Python
corfyi
corfyi
UCMCTrack

[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack achieves SOTA on MOT17 using estimated camera parameters.

Score
41
โ˜… 373 โ‘‚ 40 โ€”
Python
AtomScott
AtomScott
SportsLabKit

A python package for turning sports video into csv files

Score
0
โ˜… 315 โ‘‚ 28 โ€”
Jupyter Notebook
levan92
levan92
deep_sort_realtime

A really more real-time adaptation of deep sort

Score
100
โ˜… 245 โ‘‚ 67 โ€”
Python
viplix3
viplix3
BoTSORT-cpp

C++ implementation of BoT-SORT MOT algorithm with Re-ID and Camera Motion Compensation

Score
35
โ˜… 240 โ‘‚ 48 โ€”
C++
TrackingLaboratory
TrackingLaboratory
tracklab

A Modular End-to-End Tracking Framework for Research and Development ๐ŸŽฏ๐Ÿ”ฌ

Score
88
โ˜… 239 โ‘‚ 35 โ€”
Python
MCG-NJU
MCG-NJU
MeMOTR

[ICCV 2023] MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking

Score
65
โ˜… 234 โ‘‚ 22 โ€”
Python
wish44165
wish44165
YOLOv12-BoT-SORT-ReID

๐Ÿ”ฅ CVPR 2025 (Nashville TN) - The 4th Anti-UAV Workshop & Challenge ๐Ÿฅ‰

Score
82
โ˜… 193 โ‘‚ 22 +2/day
Python
chengche6230
chengche6230
ReST

[ICCV 2023] ReST: A Reconfigurable Spatial-Temporal Graph Model for Multi-Camera Multi-Object Tracking

Score
24
โ˜… 170 โ‘‚ 19 โ€”
Python
aljosaosep
aljosaosep
ciwt

This repository contains code for the tracking system as described in ''Combined Image- and World-Space Tracking in Traffic Scenes'', ICRA 2017.

Score
18
โ˜… 100 โ‘‚ 41 โ€”
C++
AIFARMS
AIFARMS
multi-camera-pig-tracking

Official Implementation of "Tracking Grow-Finish Pigs Across Large Pens Using Multiple Cameras"

Score
12
โ˜… 93 โ‘‚ 27 +1/day
C
SpyderXu
SpyderXu
ssd_sort

Multi-person tracking with SSD and Sort

Score
6
โ˜… 83 โ‘‚ 27 โ€”
Python
hnuzhy
hnuzhy
CV_DL_Gather

Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ fields in Computer Vision based on Deep Learning.

Score
29
โ˜… 81 โ‘‚ 5 โ€”
Spongebobbbbbbbb
Spongebobbbbbbbb
FDTA

The official repository of the paper "From Detection to Association: Learning Discriminative Object Embeddings for Multi-Object Tracking"

Score
47
โ˜… 69 โ‘‚ 2 +1/day
Python
healthonrails
healthonrails
annolid

An annotation and instance segmentation-based multi-object tracking and behavior analysis package.

Score
71
โ˜… 56 โ‘‚ 12 โ€”
Python
lorenzovaquero
lorenzovaquero
BUSCA

[ECCV 2024] BUSCA: "Lost and Found: Overcoming Detector Failures in Online Multi-Object Tracking"

Score
0
โ˜… 44 โ‘‚ 10 โ€”
Python
Related Topics
#computer-vision#deep-learning#tracking#pytorch#object-detection#python#machine-learning#real-time#deepsort#yolov3#yolo#artificial-intelligence

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