CDRL-SA

Update Note

• This repository will be completed on the date of the #### presentation.

Unsupervised Change Detection Based on Image Reconstruction Loss with Segment Anything

Hyeoncheol Noh, Jingi Ju, Minwoo Kim, Yuhyun Kim, Minseok Seo, Dong-Geol Choi

arXiv

Project Page

Getting Started

Dataset download link :

• LEVIR-CD (Our multi-class LEVIR dataset is included in that link.)
• LEVIR-CD_A2B_B2A
• CLCD-CD
• CLCD-CD_A2B_B2A

CDRL-SA
    └──datasets
        ├── LEVIR-CD
            ├── val
            ├── test
            └── train
                ├── A
                ├── B
                └── label
        ├── LEVIR-CD_A2B_B2A
            └── train
                ├── A
                └── B
        ├── CLCD-CD
        └── CLCD-CD_A2B_B2A

Train

python main.py --root_path ./datasets/ --dataset_name LEVIR-CD --save_name levir

Eval

python test.py --root_path ./datasets/ --dataset_name LEVIR-CD --save_name levir