liguopeng0923 / ucvgl Goto Github PK

@inproceedings{li2024unleashing,
  title={Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization},
  author={Li, Guopeng and Qian, Ming and Xia, Gui-Song},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={16719--16729},
  year={2024}
}

├─ UCVGL
  ├── ckpt/
    ├── VIGOR/ 
    ├── CVUSA/	
    └── CVACT/
  ├── data/
    ├── VIGOR/ 
    ├── CVUSA/	
        ├── g2a/
        ├── g2a_sat/	
        ├── streetview/panos
        └── bingmap/19
    └── CVACT/
        ├── g2a/
        ├── g2a_sat/	
        ├── streetview/
        └── satview_polish/

1. conda create --name UCVGL python=3.8
2. conda activate UCVGL
3. conda install pytorch==2.0.0 torchvision==0.15.0 torchaudio==2.0.0 pytorch-cuda=11.7 -c pytorch -c nvidia
4. pip install -r requirements.txt

bash run_CVUSA.sh
bash run_CVACT.sh
bash run_VIGOR.sh

- http://mvrl.cs.uky.edu/datasets/cvusa/
- https://github.com/Jeff-Zilence/VIGOR
- https://github.com/Liumouliu/OriCNN
- https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix
- https://github.com/Jeff-Zilence/TransGeo2022
- https://github.com/Skyy93/Sample4Geo