Water Segmentation U-Net

My pre-trained U-Net variant which achieved pretty good scores, such as f1 of about 85%.

Finetuned U-Net for Segmentation

This can't be loaded directly with model.load

Model_v1

Here you can find the .keras file for my pre-trained model, which has been trained for 500 epochs.
This is the NN architecture which I chose in the end.

finetuned

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