Roadmap of Open-CD

[likyoo]

If you have any suggested methods or features, please leave a comment below.

[likyoo]

• [x] upgrade to v1.0.0, corresponding to mmseg 1.x
• [x] support inference api
• [x] BAN
• [x] TTP
• [ ] APD
• [x] LightCDNet
• [ ] Hi-UCD Dataset
• [x] CGNet
• [x] ChangeStar
• [ ] ChangeMamba
• [ ] C2FNet
• [ ] ChangeAnywhere pretrained weights
• [ ] MapsNet
• [ ] ChangeViT
• [ ] CDMamba
• [ ] CDMaskFormer
• [ ] RSBuilding

[croros]

Suggestion: add xview2 as a supported dataset.

Thanks

[likyoo]

Suggestion: add xview2 as a supported dataset.

Thanks

xview2 (xBD) seems to be a building segmentation dataset.

[ldzhhua]

如何建立高分辨率的自己的数据集？有自己的A和B的影像，label怎么去实现？图片分辨率最大支持多少？

[croros]

Suggestion: add xview2 as a supported dataset. Thanks

xview2 (xBD) seems to be a building segmentation dataset.

xView2 is meant for assessing building damage i.e. building that were demolished. While not explicitly stated one of the tasks of the challenge is change detection in the form of damaged buildings. ChangeStar used the dataset when training their network.

Change labels can be easily created for it similar to Levir-CD. However despite the similarities to Levir-CD I am having trouble creating a custom dataset for it as per your instructions here: https://github.com/likyoo/open-cd/issues/74

Edit: I think I got it working. The issue was a corrupt png file and as a result an imbalance in the from/to img dirs