cszn / KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

https://cszn.github.io/

cszn/KAIR Issues

raise ValueError('Input images must have the same dimensions.')
Updated 25 days ago
Using VRT training script to resume the training
Updated a month ago
How can I train swinIR with my own dataset?
Updated a month ago2
I'm not sure if my understanding is correct, train FFDNet with my own data
Updated a month ago1
Code is not runnig
Updated 2 months ago1
about isp_model in degradation_bsrgan
Updated 3 months ago
How to train RVRT with my own dataset?
Updated 4 months ago3
How to train with my own dataset(Modify size)
Updated 4 months ago
CUDA Out of memory when training SwinIR with L2 Loss
Updated 4 months ago
One bias in DnCNN becomes nan
Closed 5 months ago
DNCNN for SISR upscaling
Closed 2 years ago1
How to use the BSRGAN model for inference?
Updated 5 months ago
Runtime benchmarks
Updated 6 months ago
Make the library pip installable by adding a setup.py
Updated 7 months ago
Training FFDNet
Closed 7 months ago1
Swinir as Generator GAN : Realworld
Closed 7 months ago1
Import Error
Closed 7 months ago1
"Is there a problem with the PSNR calculation process in the code?"
Closed 7 months ago2
Why I can not find the file "main_train_ffdnet.py"?
Closed 7 months ago1
can't download RetinaFace-R50.pth and GPEN-512.pth
Closed 7 months ago3
How to train the deblocking model of DPIR?
Updated 8 months ago1
Problem with SwinIR Urban100 & Manga109 replication
Updated 9 months ago1
Dependency issue in using deform_attn for RVRT
Updated 10 months ago1
用预训练模型训练自己的数据集
Updated a year ago2
Is camera noise code released?
Updated a year ago3
Training RVRT just fails
Updated a year ago1
Training dataset detail of FFDNet?
Updated a year ago1
Training Datasets for VRT
Closed 2 years ago7
Training using cpu only, no cuda
Closed a year ago1
[REQ] implement FMNet (SDR to HDR translation)
Updated a year ago
Environments
Updated a year ago
produce unrealistic degration image when use dark image
Updated 2 years ago
main_train_srmd.py没了呀
Closed 2 years ago
How to use my own model weight when testing?
Updated 2 years ago
Problems occurred during drunet test
Updated 2 years ago
The probleme of Network structure of DRUnet
Closed 2 years ago
main_train_srmd.py
Updated 2 years ago
Finetuning on own dataset, super resolution for real world images example JSON file.
Updated 2 years ago
I have a question about netE
Closed 2 years ago2
PNSR calculation in SWIN IR SR
Closed 2 years ago
How to train SwinIR for paired image-to-image deblurring?
Updated 2 years ago
Dataset preperation for SWIN-IR
Closed 2 years ago1
The paging file is too small for this operation to complete.
Closed 2 years ago2
怎么使用单个GPU训练？
Closed 2 years ago1
The choice of LRscheduler: MultistepLR or ConsineAnnealing
Closed 2 years ago1
BSRGAN article's hyperparams differ from JSON option files; which one is right?
Updated 2 years ago2
GANLoss for G network: goal should be to have D output >=0.5, not 1?
Updated 2 years ago1
training speed about swinir
Closed 2 years ago1
Momentum for BatchNorm2d
Closed 2 years ago1
USRNet loss
Updated 2 years ago