Open Evaluation Metrics API (Beta version)

Hao Zhou, Tiancheng Shen, Xu Yang, Hai Huang, Xiangtai Li, Lu Qi, Ming-Hsuan Yang

This package contain evalution codes of Open mIoU, Open AP, and Open PQ. We will release the similarity score matrix of each dataset soon.

Installation

Clone Repo:

pip clone

Install the API of Open AP:

cd open_instanceapi/PythonAPI
pip install -e .

Install the API of Open PQ:

cd open_panopticapi
pip install -e .

The usage of Open mIoU:

cd open_semanticseg
cp * /dir_to_detectron2/evaluation # copy files to the evaluation folder of detectron2

For the usage of Open AP, please refer to:

open_instanceapi/evaluate_coco.py

For the usage of Open PQ, please refer to:

open_panopticapi/panopticapi/evaluation.py

For the usage of Open mIoU, please refer to the document of mIoU in detectron2.