pytracking vs pysot

pytracking

Visual tracking library based on PyTorch. (by visionml)

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pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask. (by STVIR)

Tracking Computer Vision siamese-network

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pytracking		pysot
	Project
5	Mentions	1
3,086	Stars	4,374
1.8%	Growth	0.6%
5.1	Activity	1.0
about 2 months ago	Latest Commit	6 months ago
Python	Language	Python
GNU General Public License v3.0 only	License	Apache License 2.0

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.

pytracking

Posts with mentions or reviews of pytracking. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-31.

Need help with an idea I had to record my kids soccer games
1 project | /r/fpv | 3 May 2022

A third way to do it, is using some form of algorithm which allows you to select a video target to track. Something like this: https://github.com/visionml/pytracking. The algorithm can probably output the XY coordinates of the object its tracking, which is sent to the same mechanism described above.
ETH Zurich Team Introduce Exemplar Transformers: A New Efficient Transformer Layer For Real-Time Visual Object Tracking
1 project | /r/machinelearningnews | 31 Dec 2021

Github: https://github.com/visionml/pytracking

2 projects | /r/computervision | 31 Dec 2021

Looking at this diagram, it looks kinda like a Kalman Filter schematic
[R] ETH Zurich Proposes Exemplar Transformers: Robust Visual Tracking That’s 8x Faster and CPU-Compatible
1 project | /r/artificial | 29 Dec 2021

pysot

Posts with mentions or reviews of pysot. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-01-25.

[P] Object Detection with rotated bounding boxes
2 projects | /r/MachineLearning | 25 Jan 2021

SiamMask has pretty good rotated bbox code you can take a look at. https://github.com/STVIR/pysot

What are some alternatives?

When comparing pytracking and pysot you can also consider the following projects:

django-matomo - A simple app to add the Matomo JS tracking code to your template.

finetuner - :dart: Task-oriented embedding tuning for BERT, CLIP, etc.

Face Recognition - The world's simplest facial recognition api for Python and the command line

trape - People tracker on the Internet: OSINT analysis and research tool by Jose Pino

vision - Datasets, Transforms and Models specific to Computer Vision

nanonets_object_tracking

EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

pombo - Theft-recovery tracking opensource software.

GTR - Global Tracking Transformers, CVPR 2022

RAPiD - RAPiD: Rotation-Aware People Detection in Overhead Fisheye Images (CVPR 2020 Workshops)

AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System