This is the code for the TGRS 2024 paper "Two-Way Assistant: A Knowledge Distillation Object Detection Method for Remote Sensing Images"
Our codes are based on MMDetection. Please follow the installation of MMDetection and make sure you can run it successfully.
Add and Replace the codes Add the configs/. in our codes to the configs/ in mmdetectin's codes. Add the mmdet/models/detectors/. in our codes to the mmdet/models/detectors/.
Unzip LEVIR and SSDD dataset into data/coco/
If you find our repo useful for your research, please cite us:
@ARTICLE{10453608,
author={Yang, Xi and Zhang, Sheng and Yang, Weichao},
journal={IEEE Transactions on Geoscience and Remote Sensing},
title={Two-Way Assistant: A Knowledge Distillation Object Detection Method for Remote Sensing Images},
year={2024},
volume={62},
number={},
pages={1-10},
keywords={Feature extraction;Remote sensing;Detectors;Image coding;Object detection;Head;Computational modeling;Knowledge distillation (KD);object detection;remote sensing images;two-way assistant (TWA)},
doi={10.1109/TGRS.2024.3371681}}