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[2023.02.28] We release Segmentation In the Wild dataset and evaluation code.
πΆ Introduction
The branch includes:
Dataset The download link for SGinW dataset;
Evaluation On the fly evaluation code supported X-Decoder evaluation.
Getting Started
Installation
pip3 install torch==1.13.1 torchvision==0.14.1 --extra-index-url https://download.pytorch.org/whl/cu113
python -m pip install 'git+https://github.com/MaureenZOU/detectron2-xyz.git'
pip install git+https://github.com/cocodataset/panopticapi.git
python -m pip install -r requirements.txt
# sometime this script will report an error when download the zip, please simply copy the command (This is cuased by bad character embedding)
sh install_cococapeval.sh
@article{zou2022xdecoder,
author = {Zou, Xueyan and Dou, Zi-Yi and Yang, Jianwei and Gan, Zhe and Li, Linjie and Li, Chunyuan and Dai, Xiyang and Wang, Jianfeng and Yuan, Lu and Peng, Nanyun and Wang, Lijuan and Lee, Yong Jae and Gao, Jianfeng},
title = {Generalized Decoding for Pixel, Image and Language},
publisher = {arXiv},
year = {2022},
}
About
[CVPR 2023] Official Implementation of X-Decoder for generalized decoding for pixel, image and language