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ZFTurbo / segmentation_models_3D

Set of models for segmentation of 3D volumes
MIT License
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Propose README #18

Open CarlosNacher opened 2 years ago

CarlosNacher commented 2 years ago

Hi ZFTurbo,

It is very important to realize that backbones expects inputs between 0, 255. So I think that is a good idea to specify it in the README.md file, for avoid unexpected behaviour.

I noticed this because if I didn't use Batch Normalization and I used RESNET, when my data was in the range 0, 1, as RESNET subtracts the average (which is around 120), all the data stayed at -120.something and the network didn't learn anything. If you use batchnormalization this is solved because it re-normalizes the batch, but if you don't use it the nets won't train.

Nexer8 commented 1 year ago

@CarlosNacher, I was looking for a training example, but this repo lacks that. Could you provide me with one?