Jordan Pierce

Hey @luna9722, for ResNet, values were still between 0-255, though some are between 0-1, or -1-1, etc., If you check the Keras pre-processing for the ResNet architectures I believe it...

How low is low resolution? It looks like you'd need to adjust `n_upsample_blocks` manually in the `unet.py` script as it is hardcoded. Then you'd need to adjust `decoder_filters` accordingly. Why...

What I did for my background or ignore class (a catch-all class for things you don't care about) is use a loss function that accepts weights for each class category,...

`So that means that even if you have a bunch of pixels that should have been annotated to one of the classes, it won’t affect the model to confuse background...

You don't need to use the same settings as the notebook. If you want, you could change those lines to fit your needs, or just set the model to take...

"OOM when allocating tensor" You're running out of memory. So your computer doesn't have a GPU that can allocate the amount of memory necessary to train that particular model with...

So the labels you use need to somehow incorporate all of the class categories that are present in the all of the dataset. If you have images that have lesions...

Haven't tested, but maybe try this? If you have any errors report back and then send like, 3 images and their corresponding masks and then I'll actually be able to...

See #412 if you haven't already, it looks like it might be related?

That looks like it might be an issue with shape of the data you're feeding to the model for training? Are the masks one-hot-encoded? If so, is there shape consistent...