The deepfoveapp_for_video_reconstruction_and_super_resolution from christophreich1996

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deepfoveapp_for_video_reconstruction_and_super_resolution's Issues

Can't install the packages. What are the exact versions?

Hi, I'm trying the full installation, but keep failing.
What are the "exact" versions for your packages (including CUDA).
Thanks.

How to cite your work?

Have you ever published your paper on any conferences or journals?
It is interesting and related to my ongoing work. I want to cite your work officially but can't find a proper one.

Can't start training

Hi, @ChristophReich1996, I can't start the training process.
After I execute python main.py --train, I got this

Traceback (most recent call last):
  File "main.py", line 81, in <module>
    model_wrapper.train(epochs=20)
  File "/home/eason/research/DeepFovea++/model_wrapper.py", line 207, in train
    self.discriminator_network(label),
  File "/home/anaconda3/envs/deepfovea++/lib/python3.7/site-packages/torch/nn/modules/module.py", line 727, in _call_impl
    result = self.forward(*input, **kwargs)
  File "/home/anaconda3/envs/deepfovea++/lib/python3.7/site-packages/torch/nn/parallel/data_parallel.py", line 159, in forward
    return self.module(*inputs[0], **kwargs[0])
  File "/home/anaconda3/envs/deepfovea++/lib/python3.7/site-packages/torch/nn/modules/module.py", line 727, in _call_impl
    result = self.forward(*input, **kwargs)
  File "/home/eason/research/DeepFovea++/discriminator.py", line 45, in forward
    output = output.view(1, self.in_channels * 2, self.frames, output.shape[2], output.shape[3])
RuntimeError: shape '[1, 6, 6, 192, 256]' is invalid for input of size 3538944

I checked the prediction of the generator and the label and both of their dimension is [2, 18, 768, 1024]
I'm not sure if there's anything missing.
(By the way, I successfully executed validation.)

Thanks.

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