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YouTubeVIS data loading and evaluation

UPDATE

FIXED bug using numpy.linspace in coco_eval.py & ytvos_eval.py
FIXED error caused by 'unicode' type running on python3 in coco.py & ytvos.py

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 (https://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

Contact

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

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COCO API Customized for YouTubeVIS evaluation

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  • Jupyter Notebook 88.9%
  • Python 4.8%
  • MATLAB 3.2%
  • Lua 1.2%
  • C++ 1.1%
  • C 0.8%