AFM-Net Models

This repository contains the pre-trained model weights for remote sensing image scene classification, trained on a combination of the UC Merced, AID, and NWPU-RESISC45 datasets.

Installation

git clone https://huggingface.co/Yuannnn-tyh/AFM-Net
cd AFM-Net

Usage

python app.py

Citation

@misc{tang2025afmnetadvancedfusinghierarchical,
      title={AFM-Net: Advanced Fusing Hierarchical CNN Visual Priors with Global Sequence Modeling for Remote Sensing Image Scene Classification}, 
      author={Yuanhao Tang and Xuechao Zou and Zhengpei Hu and Junliang Xing and Chengkun Zhang and Jianqiang Huang},
      year={2025},
      eprint={2510.27155},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2510.27155}, 
}