caoql98/sdm

Codes and dataset (iSAID-5i) for Scale-aware Detailed Matching for Few-Shot Aerial Image Semantic Segmentation

sdm's Issues

When training the network, are the backbone parameters frozen?

Hello, thank for sharing your great work.
I wanna know when training the network, are the backbone parameters frozen?
It seems the parameters of the backbone will be updated.
Look forward to your reply!

Details about Evaluation Setting

Thanks for your great work! I am wondering how many episodes are sampled during meta-testing. Also, are the results presented the average of N independent runs? If so, what is the exact number of N? I would appreciate your help sincerely!

您好，请问代码什么时候release呢

Datasets

Thank you for your good work.

Now, I have not baidu cloud account, so I cannot download the data.

Therefore, could you give me another download link?

the number of fold

fail to run FPMMs_vgg

Thanks for your brilliant work. I run the FPMMs successfully following default settings. But I failed to run FPMMs_vgg.

Traceback (most recent call last):
File "train.py", line 135, in
train(args)
File "train.py", line 106, in train
logits = model.forward_5shot(query_img, support_img, support_mask,query_mask)
File "/home/linhan/projects/SDM/networks/FPMMs_vgg.py", line 127, in forward_5shot
exit_feat_in_ = self.f_v_concate(query_feature, vec, feature_size)
File "/home/linhan/projects/SDM/networks/FPMMs_vgg.py", line 146, in f_v_concate
fea_pos = vec_pos.expand(-1, -1, feature_size[0], feature_size[1]) # tile for cat
RuntimeError: The expanded size of the tensor (41) must match the existing size (256) at non-singleton dimension 3. Target sizes: [-1, -1, 41, 41]. Tensor sizes: [3, 256]

Could you please give me some hints?

FRPMMs

It is notable that the PMMs in the experimental results denotes the FRPMMs network.

Experiment on my own dataset

If I want to run my dataset, there are only 4 categories, how do I get data_list and what parts do I need to pay attention to changing? Looking forward to your reply, thank you

No NetworkInNetwork.py

Thanks for your work! But it has no NetworkInNetwork.py

File "D:/SDM/train.py", line 17, in
from networks import *
File "D:\SDM\networks\resnet50_34.py", line 7, in
from models.backbone import NetworkInNetwork as modeln
ImportError: cannot import name 'NetworkInNetwork' from 'models.backbone' (unknown location)

Thanks for sharing such a good work. I am wondering when you open source the code. I am looking forward your reply!