MIRNet

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NameError: name 'warmup' is not defined

5

When I run train_denoising.py, I meet the probem: NameError: name 'warmup' is not defined How can I solve it? Thank you!

lkp520

why use torch.clamp(restored, 0, 1) after model output?

wangzz313

Hi. I tried to implement SKFF with tf 1.15: ```python def SKFF(self, inputs:list, reduction=8, name='SKFF'): with tf.variable_scope(name): ch_n=inputs[0].shape[3] num=len(inputs) d=max(ch_n//reduction, 4) inputs=tf.stack(inputs, 0) fea=tf.reduce_sum(inputs, 0) fea=tf.reduce_mean(fea, [1, 2], keep_dims=True) fea=self.conv_layer(fea,...

IwakuraRein

Hello, I have a problem with "test_super_resolution.py" then I execute the following command: `python3 test_super_resolution.py --save_images --input_dir=./input/ --result_dir=./results/ --scale 3` I get the following error: ``` File "test_super_resolution.py", line 19,...

denddyprod

Thanku for your nice work Sir, if I am training on denoising datasets for more than 60 epochs, my validation accuracy is continuously decreasing. Sir, do I need to make...

nanmehta

Training Dataset link for Image Enhancement?

2

Hi thanks for your great work! I sincerely appreciated that your MPRNet has provided all the training and val dataset download links. I am wondering could you also kindly provide...

vztu

Train

3

Hi! Thank you for your work! You only provided the training code for image denoising. It's convenient to ask how to train low illumination images?

dingyan1478

Which SSIM implementation?

1

Hi authors, May I know which SSIM implementation you used for evaluation?

vztu

Training Details on RealSR Dataset

1

Hi! The performance of your method on the RealSR datasets is really attractive. I am trying to train the model by following the instructions in the paper, but have some...

zhaob10

Parameters and FLOPs

1

Hi, Thanks for sharing this work! Could you share the number of parameters and FLOPs of MIRNet? I didn't find such numbers in your paper.

vztu