dyl96 / LGLDet

A Lightweight Object Detection and Recognition Mthod Based on Light Global-Local Module for Remote Sensing Images(IEEE GRSL 2023)

A Lightweight Object Detection and Recognition Mthod Based on Light Global-Local Module for Remote Sensing Images (IEEE GRSL 2023)

This repository contains simple python implementation of our paper LGLDet.

1. Usage

The usage for this repo can reference nanodet

Start training

python tools/train.py config/config_LGLDet/LGLDet_896_dior.yml

python tools/train.py config/config_LGLDet/LGLDet_896_nwpu.yml

2. Citation

Please cite our paper if you find the work useful:

@ARTICLE{10174743,
  author={Liu, Dongyang and Zhang, Junping and Li, Tong and Qi, Yunxiao and Wu, Yinhu and Zhang, Ye},
  journal={IEEE Geoscience and Remote Sensing Letters}, 
  title={A Lightweight Object Detection and Recognition Method Based on Light Global-Local Module for Remote Sensing Images}, 
  year={2023},
  volume={20},
  number={},
  pages={1-5},
  doi={10.1109/LGRS.2023.3292890}}