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A-GCN

Learning Label Correlations for Multi-Label Image Recognition with Graph Networks

Requirements

* Pytorch 0.3.1
* Python 3.6

Demo COCO 2014

Please enter the main folder, and run

python3 demo_coco__adapt.py --data data/coco --image-size 448 --batch-size 32 -e --resume checkpoint/coco/coco_checkpoint.pth.tar

Our pretrained models


The pre-trained model on coco at GoogleDrive
The pre-trained model on fashion550k at GoogleDrive

Citing this repository

If you find our work helpful in your research, please kindly cite our paper:

Li Q, Peng X, Qiao Y, et al. Learning Category Correlations for Multi-label Image Recognition with Graph Networks[J]. arXiv preprint arXiv:1909.13005, 2019.

bib:

@article{li2019learning,
title={Learning Category Correlations for Multi-label Image Recognition with Graph Networks},
author={Li, Qing and Peng, Xiaojiang and Qiao, Yu and Peng, Qiang},
journal={arXiv preprint arXiv:1909.13005},
year={2019}
}

Reference

This project is based on https://github.com/Megvii-Nanjing/ML_GCN

a-gcn's People

Contributors

queenie88 avatar

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