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YouTubeVIS data loading and evaluation

Introduction

This package provides data loading and evaluation functionalities for video instance segmentation on YouTubeVIS. It is built based on COCO API designed for the MSCOCO dataset (http://cocodataset.org/). For evaluation metrics, please refer to the descriptions for details. We have only implemented Python API for YouTubeVIS. API in other languages are not available for now.

Installation

To install:

cd PythonAPI
# To compile and install locally 
python setup.py build_ext --inplace
# To install library to Python site-packages 
python setup.py build_ext install

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If you have any questions regarding the repo, please create an issue.

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  • Jupyter Notebook 88.9%
  • Python 4.2%
  • MATLAB 3.2%
  • Lua 1.2%
  • C++ 1.1%
  • C 0.8%
  • Other 0.6%