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sapnet's Introduction

CVPR2024, Semantic-aware SAM for Point-Prompted Instance Segmentation

SAPNet(highlight paper)

SAPNet a newly proposed method for point-prompted instance segmentation tasks is based on mmdetection.

To date, It implements the following algorithms:

Citation

And if the following works do some help for your research, please cite:

@article{wei2023semantic,
  title={Semantic-aware SAM for Point-Prompted Instance Segmentation},
  author={Wei, Zhaoyang and Chen, Pengfei and Yu, Xuehui and Li, Guorong and Jiao, Jianbin and Han, Zhenjun},
  journal={arXiv preprint arXiv:2312.15895},
  year={2023}
}
@inproceedings{P2BNet,
  author    = {Pengfei Chen, Xuehui Yu, Xumeng Han, Najmul Hassan, Kai Wang, Jiachen
Li, Jian Zhao, Humphrey Shi, Zhenjun Han, and Qixiang Ye},
  title     = {Point-to-Box Network for Accurate Object Detection via Single Point Supervision},
  booktitle = {ECCV},
  year      = {2022},
}
@inproceedings{CPR,
  author    = {Yu, Xuehui and Chen, Pengfei and Wu, Di and Hassan, Najmul and Li,
Guorong and Yan, Junchi and Shi, Humphrey and Ye, Qixiang and Han, Zhenjun},
  title     = {Object Localization under Single Coarse Point Supervision},
  booktitle = {CVPR},
  year      = {2022},
}

sapnet's People

Contributors

zhaoyangwei123 avatar

Stargazers

 avatar  avatar Satoshi Otsubo avatar Jihoon Oh avatar Jung Yeon Lee avatar  avatar Michael Kösel avatar Vinson avatar HIM avatar Zipeng Wang avatar Liu Feng avatar Tim Tang avatar 赵政 avatar  avatar Piotr Skalski avatar hiyyg avatar liaomx avatar NeurIPS2024 avatar ZhangMu avatar  avatar

Watchers

Kostas Georgiou avatar hiyyg avatar  avatar

sapnet's Issues

Missing File: train_SAM_point_top3_mask_boundary_P2B_he_mask_he1.json

Hello,

Thank you for your amazing work! I encountered an issue while running the code. The error message indicates that the file 'data/coco/annotations/train_SAM_point_top3_mask_boundary_P2B_he_mask_he1.json' is missing. However, this file is not provided in the repository.

Could you please provide this file or guide me on how to generate it? Any help would be greatly appreciated.

Thank you for your assistance!

Best regards.

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