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Ps: not sure if unpaired training or cycle consistency loss made video stable as I added both at the same time with a hybrid paired/unpaired training. Cycle consistency might sound counter intuitive for bw>color but might work well. Try it...
too dirty to release. its a single chaotic Jupyter notebook. Model similar to yours: U-net with vgg19 backbone. Spectral norm. Self attention. & a strange parallel 3-5-7-9 conv layer I just added at full res. Training cycleGAN style. Ill check if it works for bw>color and pm
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