Viewing a single comment thread. View all comments

skn133229 OP t1_j1t9qgo wrote

Reply to comment by newperson77777777 in [D] Normalized images in UNET by skn133229

I solved the problem with failure to train (see update in original post). It appears that implementing some random spectral shifts and random noise were necessary for training to take off. I will try your suggestions to see if I get better prediction results year over year.

1

newperson77777777 t1_j1tbh2m wrote

Weird, haven't encountered that issue before. If you do the feature-wise normalization that I discussed before, more likely than not that will result in, for most images, the image channel mean not being 0 as well, if that helps.

1