Top 7 Python deep-sort Projects

yolo_tracking

4 4,750 9.7 Python

SOTA real-time, multi-object tracking for object detectors

Project mention: FLiPN-FLaNK Stack Weekly for 17 April 2023 | dev.to | 2023-04-17
deep_sort_pytorch

1 2,515 0.0 Python

MOT using deepsort and yolov3 with pytorch

Project mention: DeepSort with PyTorch(support yolo series) | reddit.com/r/u_No_Experience9104 | 2022-09-20

ZQPei/deep_sort_pytorch
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yolov4-deepsort

0 1,185 0.0 Python

Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.
FastMOT

1 1,010 0.0 Python

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

Project mention: Does Multi Object Tracking work better (precision/recall) on videos than jury rigging a SOTA image object detection to work on videos? | reddit.com/r/computervision | 2022-06-01
Deep-SORT-YOLOv4

0 468 0.0 Python

People detection and optional tracking with Tensorflow backend.
zero-shot-object-tracking

0 318 2.1 Python

Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.
yolo_series_deepsort_pytorch

1 56 10.0 Python

Deepsort with yolo series. This project support the existing yolo detection model algorithm (YOLOV8, YOLOV7, YOLOV6, YOLOV5, YOLOV4Scaled, YOLOV4, YOLOv3', PPYOLOE, YOLOR, YOLOX ).

Project mention: DeepSort with PyTorch(support yolo series) | reddit.com/r/u_No_Experience9104 | 2022-09-20

git clone https://github.com/xuarehere/yolovx_deepsort_pytorch.git
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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-04-17.

Python deep-sort related posts

Object tracking in videos?
4 projects | reddit.com/r/computervision | 9 Feb 2022
Hello everyone, I have a computer vision project which I am really not able to do. The project is like we need to detect a person and say how long was he in a particular area/grid.
1 project | reddit.com/r/computervision | 22 Sep 2021
Hacker News top posts: Aug 28, 2021
1 project | reddit.com/r/hackerdigest | 28 Aug 2021
Need help in camera selection
1 project | reddit.com/r/computervision | 25 Aug 2021
Zero Shot Object Tracking
3 projects | news.ycombinator.com | 25 Aug 2021
[P] Zero-Shot Object Tracking with CLIP and Deep SORT
1 project | reddit.com/r/MachineLearning | 25 Aug 2021
Zero-Shot Object Tracking with CLIP and Deep SORT
1 project | reddit.com/r/computervision | 25 Aug 2021
A note from our sponsor - Sonar
www.sonarsource.com | 1 Jun 2023

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Index

What are some of the best open-source deep-sort projects in Python? This list will help you:

	Project	Stars
1	yolo_tracking	4,750
2	deep_sort_pytorch	2,515
3	yolov4-deepsort	1,185
4	FastMOT	1,010
5	Deep-SORT-YOLOv4	468
6	zero-shot-object-tracking	318
7	yolo_series_deepsort_pytorch	56