Comments (7)
Hi@pribadihcr, I just read your code. May I ask you some questions? Do you train your model by 100*100 image crops(random cropping) and test your model by feeding the entire image? If I am right, what is the meaning of training by image crops? Thank you !!!
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hi @qicathetine,
I am following the original TF code, as also mention it in the paper https://arxiv.org/abs/1704.02470, section 2, page. 5.
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Hi @pribadihcr
Thank you for your work! I guess that the problem is that you are first rescaling the input images to 720x1280 resolution, and then passing them to a neural network. Since it was trained on larger photos, the results in this case might be worse. Thus, the two possible options are 1) to pass them in their orig res defined in utils.get_resolutions() 2) or to crop them to HD size.
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Hi @pribadi HCR
Do you mean the section of "Generator and Discriminator CNNs"?
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@qicathetine
Section.2 2 DSLR Photo Enhancement Dataset. Have you read it?
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@aiff22 ,
You talk about inference right?. I mean the result still not good in training phase, For training I am trying to save the enhanced image in line 259 im.save('./samples/enhanced_images.jpg').
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@pribadihcr
Is there any possible to add a deconvolution layer in the resnet block? There are always bugs (partial shape )when writing deconvolution layer. Thank you !
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Related Issues (20)
- Getting NoneType in models.py HOT 3
- Quite slow on my mac machine for given models. HOT 1
- I want to test this pretrained model on single image how can I do it HOT 2
- Unable to download the pre-trained VGG -19 Model HOT 1
- I want to change the network to single channel HOT 1
- Why "enhanced = tf.nn.tanh(conv2d(c11, W12) + b12) * 0.58 + 0.5"? HOT 1
- Do you have the file of '.meta'? HOT 1
- Resume learning HOT 1
- too slow when training (not using GPU)
- issue about preprocessing code
- collecting data HOT 1
- 感觉不如opencv一行代码提升效果明显 HOT 1
- Comparison with APE that is source-ignorant? HOT 1
- Download links no longer works
- discrim_predicitions
- A brilliant idea!
- Data set Download links no works HOT 3
- Not Good Result after training HOT 1
- can you upload how to generate Dataset scriptes? HOT 1
- Need RAW-RGB alignment code for custom dataset creation and training
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