taki0112 / MUNIT-Tensorflow

Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation" (ECCV 2018)

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Output images

aplusc98 opened this issue · comments

I ran the code on the summer2winter dataset as well as a custom dataset the outputs being generated are always just completely black images.. I executed the code with the exact commands as specified in the repo. Generally The code was run about 100k iterations for 7 epochs but the same outputs were generated even with 1 epoch .

Modify the weights as follows.
https://github.com/NVlabs/MUNIT/blob/master/configs/summer2winter_yosemite256_folder.yaml

For summer2winter, cycle consistency loss is required.

Even after updating the weights the out is same as follows:
2007-05-02 01:07:01_style1

I found that incorrect weight initialization had such an effect.

I've modified the code, so try again.
I used the same wight initialization as the author code.