first commit

.gitattributes

@@ -0,0 +1,5 @@
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -0,0 +1,30 @@
+.DS_Store
+__pycache__
+.idea
+checkpoints/
+checkpoints2/
+checkpoints*/
+results/
+build/
+tmp/
+vis/
+*.png
+*.jpg
+*.pth
+*/*.pth
+*/*/*.pth
+*/*.png
+*/*/*.png
+torch.egg-info/
+*/**/__pycache__
+docs/src/**/*
+*/*.pyc
+*/**/*.pyc
+*/**/**/*.pyc
+*/**/**/**/*.pyc
+*/**/**/**/**/*.pyc
+*/*.so*
+*/**/*.so*
+*/**/*.dylib*
+*~
+models/pretrain

README.md

@@ -0,0 +1,62 @@
+# Remote Sensing Image Change Detection with Transformers
+
+Here, we provide the pytorch implementation of the paper: Remote Sensing Image Change Detection with Transformers.
+
+![image-20210228153142126](images\pipeline.png)
+
+Code is coming soon~~
+
+## Requirements
+
+Python 3.6
+pytorch 1.6.0
+torchvision 0.7.0
+einops  0.3.0
+pthflops
+
+## Installation
+
+Clone this repo:
+
+```shell
+git clone https://github.com/justchenhao/BIT_CD.git
+cd BIT_CD
+```
+
+## Quick Start
+
+## Train
+
+
+
+## Test
+
+## Dataset Preparation
+
+LEVIR-CD: https://justchenhao.github.io/LEVIR/
+
+WHU-CD: https://study.rsgis.whu.edu.cn/pages/download/building_dataset.html
+
+DSIFN-CD: https://github.com/GeoZcx/A-deeply-supervised-image-fusion-network-for-change-detection-in-remote-sensing-images/tree/master/dataset
+
+## License
+
+Code is released for non-commercial and research purposes **only**. For commercial purposes, please contact the authors.
+
+## Citation
+
+If you use this code for your research, please cite our paper:
+
+```
+@Article{chen2021a,
+    title={Remote Sensing Image Change Detection with Transformers},
+    author={Hao Chen, Zipeng Qi and Zhenwei Shi},
+    year={2021},
+    journal={IEEE Transactions on Geoscience and Remote Sensing},
+    volume={},
+    number={},
+    pages={1-14},
+    doi={}
+}
+```
+