imagecoloriser's Introduction
datasets:
DIV2K - djr super resolution
WiderFace
upsampling:
- bilinear
- ConvTranspose3d
- sub-pixel convolution with ICNR initialisation
Ideas:
- ResNet as encoder (pretrained). fastis generages decoder.
- Freeze encoder and the first time
- SuggleNet updampling
? feature loss ?s
networks:
UNet
epoch3: loss = 27891520.551757812
epoch5: loss = 27679750.163085938
Coloriser:
- Save visalisations
- Try ResNet as backbone
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