MLP-DINO

This is the official code (based on Pytorch framework) for the paper "MLP-DINO: Category Modeling and Query Graphing with Deep MLP for Object Detection".

Updates

17/04/2024

News: Our new work ``MLP-DINO: Category Modeling and Query Graphing with Deep MLP for Object Detection'' has been accepted to IJCAI2024. Strip-MLP is extended to be a strong backbone for downstream task of object detection. More information about Strip-MLP can be found in Strip-MLP.

Framework

Models

• Download models: models

Citations

@inproceedings{cao2024mlp,
title={MLP-DINO: category modeling and query graphing with deep MLP for object detection},
author={Cao, Guiping and Huang, Wenjian and Lan, Xiangyuan and Zhang, Jianguo and Jiang, Dongmei and Wang, Yaowei},
booktitle={Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI-24), Jeju, Republic of Korea},
pages={3--9},
year={2024}
}

License

Acknowledgement

Our source codes are built on top of DINO, Strip-MLP, and Swin-Transformer.