configs/buildings/RGB+ELEV.yml [56:103]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
            p: 1.0
        Normalize:
            mean:
                - 0.0
                - 0.0
                - 0.0
                - 0.0
            std:
                - 1.0
                - 1.0
                - 1.0
                - 20.0
            max_pixel_value: 255
            p: 1.0
    p: 1.0
inference_augmentation:
    augmentations:
        Normalize:
            mean:
                - 0.0
                - 0.0
                - 0.0
                - 0.0
            std:
                - 1.0
                - 1.0
                - 1.0
                - 20.0
            max_pixel_value: 255
            p: 1.0
    p: 1.0

training:
    epochs: 100
    optimizer: AdamW
    lr: 1e-4
    opt_args:
    loss:
        bcewithlogits:
        jaccard:
    loss_weights:
        bcewithlogits: 10
        jaccard: 2.5
    metrics:
        training:
        validation:
    callbacks:
        model_checkpoint:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -



configs/roads/RGB+INTEN.yml [56:103]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
            p: 1.0
        Normalize:
            mean:
                - 0.0
                - 0.0
                - 0.0
                - 0.0
            std:
                - 1.0
                - 1.0
                - 1.0
                - 20.0
            max_pixel_value: 255
            p: 1.0
    p: 1.0
inference_augmentation:
    augmentations:
        Normalize:
            mean:
                - 0.0
                - 0.0
                - 0.0
                - 0.0
            std:
                - 1.0
                - 1.0
                - 1.0
                - 20.0
            max_pixel_value: 255
            p: 1.0
    p: 1.0
    
training:
    epochs: 100 
    optimizer: AdamW
    lr: 1e-4
    opt_args:
    loss:
        bcewithlogits:
        jaccard:
    loss_weights:
        bcewithlogits: 10
        jaccard: 2.5
    metrics:
        training:
        validation:
    callbacks:
        model_checkpoint:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -



