classy-sort-yolov5 vs ByteTrack

classy-sort-yolov5

Ready-to-use realtime multi-object tracker that works for any object category. YOLOv5 + SORT implementation. (by tensorturtle)

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ByteTrack

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

multi-object-tracking Real-time Deployment Pytorch

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classy-sort-yolov5		ByteTrack
	Project
1	Mentions	6
107	Stars	4,230
-	Growth	-
0.0	Activity	0.0
over 1 year ago	Latest Commit	17 days ago
Python	Language	Python
GNU General Public License v3.0 only	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

classy-sort-yolov5

Posts with mentions or reviews of classy-sort-yolov5. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-09.

Object tracking in videos?
4 projects | /r/computervision | 9 Feb 2022

ByteTrack

Posts with mentions or reviews of ByteTrack. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-02.

Multi Object Tracking from moving camera
2 projects | /r/computervision | 2 Jun 2022

Thanks for the suggestion! Unfortunately, unitrack code doesn't support custom data evaluation. I've found Bytetrack to be useful for my current task.
Object tracking in videos?
4 projects | /r/computervision | 9 Feb 2022
ByteTrack: Multi-Object Tracking by Associating Every Detection Box
1 project | news.ycombinator.com | 26 Oct 2021
ByteDance Proposes An Impressive Multi-Object Tracking Architecture
1 project | /r/artificial | 25 Oct 2021

Code for https://arxiv.org/abs/2110.06864 found: https://github.com/ifzhang/ByteTrack

1 project | /r/computervision | 25 Oct 2021

Quick 5 Min Read | Paper | Github
[R] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
2 projects | /r/MachineLearning | 23 Oct 2021

What are some alternatives?

When comparing classy-sort-yolov5 and ByteTrack you can also consider the following projects:

yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

multi-object-tracker - Multi-object trackers in Python

zero-shot-object-tracking - Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.

FastMOT - High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

FairMOT - [IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

mmtracking - OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

py-motmetrics - :bar_chart: Benchmark multiple object trackers (MOT) in Python

ByteTrack-ONNX-Sample - ByteTrack(Multi-Object Tracking by Associating Every Detection Box)のPythonでのONNX推論サンプル

iou-tracker - Python implementation of the IOU Tracker