DiffIR
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Zj-BinXia
This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023
If I want to change the sampling output, I should change the validation function right? But, I cannot find it, would you plz help me out? Thanks
Hi, I'm wondering these patch sizes are for transformer patch or data augmentation patch? what size of patch shall we choose if we want to training 256*256 data.
如何提升清晰度
我想把该算法用在电影的画质增强上，目前模型输出图片的稳定性已经可以了，就是清晰度总觉得不够，有种朦胧的画面感，不知道有没有参数可以改善当前现状，我也在尝试用GAN方式进行训练，感觉对清晰度提升也不明显
单卡训练报错
Traceback (most recent call last): File "DiffIR/train.py", line 15, in train_pipeline(root_path) File "/DiffIR/DiffIR-RealSR/DiffIR/train_pipeline.py", line 185, in train_pipeline model.optimize_parameters(current_iter) File "/DiffIR/DiffIR-RealSR/DiffIR/models/DiffIR_S2_model.py", line 408, in optimize_parameters _, pred_IPR_list = self.net_g.module.diffusion(self.lq,S1_IPR[0]) File "/opt/conda/lib/python3.8/site-packages/torch/nn/modules/module.py",...
I'm trying to utilize the motion deblur work on Windows 11, however, it is not working. I tried to run the codes using WSL2 and Ubuntu 22.04 (using Oracle virtual...
I wrote a multi-GPUs test script with reference to basic SR. Although it can run, only one GPU is used. ``` PYTHONPATH="./:${PYTHONPATH}" \ CUDA_VISIBLE_DEVICES=0,1,2,3 \ python -m torch.distributed.launch --nproc_per_node=4 --master_port=4321...
I have a dataset with pairs of original image and noisy image, noisy images have some kind of noises like motion blur, salt and pepper noise and exposure noise for...
