f64051041/saras-net

saras-net's Issues

Why the count of parameters and flops differ from that shown in the paper?

Here are my codes.

model = Change_detection()
input1 = torch.rand((1, 3, 256, 256))
input2 = torch.rand((1, 3, 256, 256))
from fvcore.nn import FlopCountAnalysis, flop_count_table
model.eval()
flops = FlopCountAnalysis(model, (input1, input2))
print(flop_count_table(flops))

Thank you for help.

Weights of DSFIN dataset?

Hello,

Thank you for sharing your code.

Can you share the weights of the DSFIN dataset?

Thanks in advance.

I didn't know it was wrong

BasePath、DataPath、SavePath meaning

hi, i change my own training dataset name, but i got error as follows:

AttributeError: 'Dataset' object has no attribute 'img_pth'

my setting is like this :

BASE_PATH ='/data/chengxi.han/Sigma122/SARAS-Net' (Project location )
DATA_PATH ='/data/chengxi.han/data/LEVIR-CD-Dataset256' (Data location )
SAVE_PATH ='/data/chengxi.han/Sigma122/SARAS-Net/Results/LEVIR' (Project location )

hope for your reply, many thanks.

Missing SOTA comparisions and paper references to add

Hi,

I like your work, and thanks for making the code available to the researchers.

However, your method does not compare with recent state-of-the-art change detection methods like ChangeFormerand DDPM-CD.

At least you do not mention there exists such works in the related works.

Any reason for this?

Paper ref to add

https://arxiv.org/abs/2212.01287

Can you provide the clipped data set or the code for clipping data set

Can you provide the clipped data set or the code for clipping data set

visualization by Gradcam

Thank you for open-sourcing the code, but I didn't find the code for visualization by Gradcam in the code, can you post it? thank you very much

關於多類別數據集的訓練和測試

你好作者，首先感謝您的貢獻。我想問一下這個模型可以訓練多類別的數據集嗎，不是只有change和unchange兩個類別，我將變化的類別分爲”從沙漠到河流“→1、”從沙漠到建築“→2，等等。用SARAS模型怎麽修改呢，期待您的回復