super-resolution

super-resolution copied to clipboard

543877815

Have you ever trained SRCNN with RGB three channels image?

8

I changed the ‘load_img' function in file ‘dataset.py’ to load RGB images. And the parameter 'num_channels' in 'build_model' function in 'solver.py' to 3. And the 'super_resolve.py' to load the model...

YoungMagic

I think the resize input_transform should be bicubic since the default value is bilinear, and centercrop should be changed to RandomCrop() and some of the calculation of the PSNR in...

lunasdejavu

Please take a look at https://github.com/ChaofWang/Awesome-Super-Resolution and https://github.com/YapengTian/Single-Image-Super-Resolution for other algorithms that you can implement in order to be complete. Also other parts of interest: - https://github.com/xiaomi-automl/FALSR - https://github.com/huangzehao/Super-Resolution.Benckmark -...

DonaldTsang

the model not converge?

1

Hello, when I run fsrcnn and EDSR, the model does not converge. What's the matter?

leiyaohui

the model of EDSR not correct! `Net( (input_conv): Conv2d(1, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (residual_layers): Sequential( (0): ResnetBlock( (conv1): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (conv2):...

jzijin

i found the nEpoch you set is only 20. maybe it is not a suitable setting for training. could you please help me to set a appropriate hyperparas such as...

SpiritBear000

Which is the best algorithm?

machine52vision

AttributeError: 'collections.OrderedDict' object has no attribute 'to'

1

~/super-resolution$ python3 super_resolve.py --model NTIRE2018_x8.pth --input bo-ky-soup.jpg Namespace(input='bo-ky-soup.jpg', model='NTIRE2018_x8.pth', output='test.jpg') Traceback (most recent call last): File "super_resolve.py", line 34, in model = model.to(device) AttributeError: 'collections.OrderedDict' object has no attribute 'to'...

asah

About SRGAN,seems it didn't use vgg16 to extract feature for loss

1

didn't use vgg16 to extract feature for loss

eeyk