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wgcban
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ddpm-cd
Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models
https://www.wgcban.com/research#h.ar24vwqlm021
MIT License
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about _opt.pth and _gen.pth
#46
15216257736
opened
2 weeks ago
0
RuntimeError: Error(s) in loading state_dict for GaussianDiffusion:
#45
cxh1028
opened
3 weeks ago
1
From the perspective of diffusion model principle, why are the representations generated by DDPM from remote sensing images more robust and distinguishable than those obtained by UNet networks?
#44
lzybesthahaha
opened
2 months ago
1
an issue occured when using the pretrained weight
#43
YilaiLiu
opened
3 months ago
0
change the plot of tensorboard
#42
YonghuiTAN22
opened
3 months ago
0
How to download the unlabel datasets?
#41
YonghuiTAN22
opened
4 months ago
0
dppm
#40
ali92121
opened
4 months ago
0
how to reproduce Figure3 in paper
#39
Lizhe1228
closed
6 months ago
2
Train/Val Reports on wandb can not be opened
#38
Assioncreed
closed
7 months ago
4
Broken wandb link
#37
robmarkcole
closed
7 months ago
1
When loading your pretraining file, errors may occur in the following model file sections due to structural mismatch between your pretraining model directly under the link and the ddpm model under ddpm_cd.
#36
HZWXW371
closed
6 months ago
4
TypeError: unsupported operand type(s) for %: 'int' and 'NoneType'
#35
gangLi2022
closed
6 months ago
1
Practicality of the model on 64x64 images
#34
CyberAI-XDU
closed
9 months ago
7
Prediction Images Are All Black
#33
abdulbb
closed
6 months ago
3
Question for typo in paper
#32
choidaedae
closed
7 months ago
1
About the expansion of the pre-training dataset
#31
dasimaduoshuaia
closed
1 year ago
2
question for 'GaussianDiffusion'
#30
MLS2021
closed
8 months ago
0
Data for pretraining the diffusion model
#29
zifuwan
closed
1 year ago
1
Training diffusion model with remote sensing data
#28
MLS2021
closed
1 year ago
2
has a wrong answer
#27
WesternTrail
closed
1 year ago
0
About can't load the trained model.
#26
tasizhousong
closed
1 year ago
2
About Multi-gpus parallel training.
#25
XCZhou520
closed
1 year ago
1
About the training time and training data set size of diffusion model
#24
XCZhou520
closed
1 year ago
1
Can this method be extended to multi-band data
#23
XCZhou520
closed
1 year ago
1
about the theory
#22
z1zzzz1
closed
1 year ago
3
lightweight head
#21
Cassiatora
closed
1 year ago
2
about the meaning of the feature images' names
#20
Garsonjw
closed
1 year ago
3
about the finetune_norm
#19
Cassiatora
closed
1 year ago
1
about fe_A_t, fd_A_t
#18
Cassiatora
closed
1 year ago
4
about Creating train dataloader.
#17
Cassiatora
closed
1 year ago
1
A question about multi-scale feature representations
#16
yanzhiHu996
closed
1 year ago
1
Freeze module
#15
udrs
closed
1 year ago
2
OutOfMemoryError
#14
zyhhh123
closed
1 year ago
2
ddpm_cd
#13
redwangwangwang
closed
1 year ago
1
The Model Doesn't Fully Converge? Meaningless Pixel Patches.
#12
294coder
closed
1 year ago
2
about opt_path
#11
Youskrpig
closed
1 year ago
0
Hardware + training time?
#10
bkj
closed
1 year ago
6
A question about precision and recall
#9
chengtianxiu
closed
1 year ago
1
How can I modify the code to use the ddpm-cd for multi-category change detection?
#8
cll011
closed
1 year ago
2
Test Image
#7
ChengxiHAN
closed
1 year ago
1
Failed to download Pre-trained diffusion model
#6
ChengxiHAN
closed
1 year ago
6
FileNotFoundError: [Errorno 2] No such a file or directory: ‘experiments/ddpm-RS-Unet_220819_161634
#5
wo0423
closed
1 year ago
5
FileNotFoundError: [Errno 2] No such file or directory: 'dataset/CDD-256/A\\filenames.txt'
#4
Crawlling
closed
1 year ago
5
TypeError: 'NoneType' object is not callable help
#3
Crawlling
closed
1 year ago
13
TypeError: 'NoneType' object is not callable help
#2
Crawlling
closed
1 year ago
0
RuntimeError: CUDA error: an illegal memory access was encountered
#1
Crawlling
closed
1 year ago
0