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OVIS data loading and evaluation

Introduction

This package provides data loading and evaluation functionalities for video instance segmentation on OVIS. It is built based on COCO API designed for MSCOCO and COCO API (YouTube-VIS) designed for YouTube-VIS. For evaluation metrics, please refer to the YouTube-VIS and OVIS challenge paper for details.

We have only implemented Python API for OVIS. 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

Contact

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

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COCO API Customized for OVIS evaluation

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  • Jupyter Notebook 87.2%
  • Python 6.0%
  • MATLAB 3.2%
  • Lua 1.1%
  • C++ 1.1%
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  • Other 0.6%