PyNET-PyTorch
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aiff22
Generating RGB photos from RAW image files with PyNET (PyTorch)
Why is Sigmoid (with no coefficients) being used in the [Pytorch](https://github.com/aiff22/PyNET-PyTorch/blob/b05d817408cf729582b52a3fee214775ccab800c/model.py#L51) implementation while in the [Tensorflow](https://github.com/aiff22/PyNET/blob/16eeb71d94fb0c6ed40a5403ca5efd762974b2bf/model.py#L79) implementation the activations used are Tanh?
In the project, " Compared to the original [TensorFlow model](https://github.com/aiff22/PyNET), this implementation contains three major modifications: Instance normalization is used in PyNET's level 1. Transposed convolutional layers are replaced with...
Tensorflow version use EBB! dataset. So is there any difference that pytorch framework is only available under raw images? It seems that tensorflow version is used to generate DOF effect,...
I have two questions on datasets. 1.How to convert raw images in "huawei_raw/" to Visualized RAW Images like yours paper examples? 2.How are the pictures in "huawei_visualized" obtained
Got this error, while trying to run test_model.py with pretrained weights ```RuntimeError: Given groups=1, weight of size [32, 4, 3, 3], expected input[1, 12, 306, 226] to have 4 channels,...
Hello~ Could you share thr pynet model with other drive? Thank you very much!
Hi aiff22, when i used the network in my task , it seems that the network not only learns the changes of content and texture and etc, but also learns...
@aiff22 Hi， I try to train with my own data, but when level1 and level0, the MS-SSIM loss be Nan (actually MS-SSIM loss is not used at level1). So I...
Hi! The download google form in [here](http://people.ee.ethz.ch/~ihnatova/pynet.html#dataset) has been closed now. Is there any other way to download the data?
Thank you for your awesome work ！ I noticed that the size of the visualized image in the ZRR data set provided by you is 224, but as far as...
