A general python framework for visual object tracking and video object segmentation, based on PyTorch. Official implementation of the RTS (ECCV 2022), ToMP (CVPR 2022), KeepTrack (ICCV 2021), LWL (ECCV 2020), KYS (ECCV 2020), PrDiMP (CVPR 2020), DiMP (ICCV 2019), and ATOM (CVPR 2019) trackers, including complete training code and trained models.

Features

  • All common tracking and video object segmentation datasets
  • Scripts to analyse tracker performance and obtain standard performance scores
  • General building blocks, including deep networks, optimization, feature extraction and utilities for correlation filter tracking
  • All common training datasets for visual object tracking and segmentation
  • Functions for data sampling, processing etc.
  • Network modules for visual tracking.

Project Samples

PyTracking Screenshot 1

Project Activity

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Categories

Object Detection Models

License

GNU General Public License version 3.0 (GPLv3)

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Additional Project Details

Programming Language

Python

Related Categories

Python Object Detection Models

Registered

2023-08-14
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