Top 7 Python deepsort Projects

PaddleDetection

7 12,036 7.2 Python

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

1 2,705 0.0 Python

MOT using deepsort and yolov3 with pytorch
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
norfair

4 2,289 7.2 Python

Lightweight Python library for adding real-time multi-object tracking to any detector.

Project mention: Seeking Efficient Video Object Tracking and or Video Segmentation Software for Research | /r/computervision | 2023-12-07

If you're familiar with Python you can try using Norfair. It's a lightweight Python library for adding real-time multi-object tracking to any detector. There are lots of examples for you to try, they mostly differ on the object detector.

nanonets_object_tracking

1 209 0.0 Python
deep_sort_realtime

1 133 1.7 Python

A really more real-time adaptation of deep sort
yolo_series_deepsort_pytorch

1 80 0.0 Python

Deepsort with yolo series. This project support the existing yolo detection model algorithm (YOLOV8, YOLOV7, YOLOV6, YOLOV5, YOLOV4Scaled, YOLOV4, YOLOv3', PPYOLOE, YOLOR, YOLOX ).
yolov7_counting

1 2 2.8 Python

Detect, track and count different classes of objects.
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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).

Python deepsort related posts

Need to download resources for DeepSORT from pan.baidu.com
3 projects | /r/computervision | 6 Dec 2022
How can I use the DeepSORT tracker for my custom class?
1 project | /r/computervision | 21 Apr 2021

Index

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

	Project	Stars
1	PaddleDetection	12,036
2	deep_sort_pytorch	2,705
3	norfair	2,289
4	nanonets_object_tracking	209
5	deep_sort_realtime	133
6	yolo_series_deepsort_pytorch	80
7	yolov7_counting	2