# Original UNet Paper Configuration # Input shape [1, 572, 572] # Output shape [64, 388, 388] decoder_config: block4: # [2048, 16, 16] in_channels: 2048 kernel_size: 2 out_channels: 1024 padding: [0, 0] stride: 2 # [1024, 28, 28] block3: # [1024, 28, 28] in_channels: 1024 kernel_size: 2 out_channels: 512 padding: [0, 0] stride: 2 # [512, 52, 52] block2: # [512, 52, 52] in_channels: 512 kernel_size: 2 out_channels: 128 padding: [0, 0] stride: 2 # [256, 100, 100] block1: # [256, 100, 100] in_channels: 128 kernel_size: 2 out_channels: 64 padding: [0, 0] stride: 2 # [128, 196, 196] nclasses: 1 input_size: [224, 224] mean: [0.485, 0.456, 0.406] std: [0.229, 0.224, 0.225]