Hey Georg, I have do not fully comprehend your AdapNet implementation, specifically lines 119 through 124:
119 net = ResNetBlock_1(net, filters_1=128, filters_2=512)
124 net = MultiscaleBlock_1(net, filters_1=128, filters_2=512, filters_3=64, p=1, d=2)
According to the paper, the first MultiscaleBlock_1 should be added after the six "vanilla" ResNet blocks, and before doing the ConvBlock with kernel_size=[1, 1] in line 121.
I guess the dimensions that are passed through via the skip connection would be somehow different in that case. Or am I misunderstanding something here?
Hey Georg, I have do not fully comprehend your AdapNet implementation, specifically lines 119 through 124: 119
net = ResNetBlock_1(net, filters_1=128, filters_2=512)121
skip_connection = ConvBlock(net, n_filters=12, kernel_size=[1, 1])124
net = MultiscaleBlock_1(net, filters_1=128, filters_2=512, filters_3=64, p=1, d=2)According to the paper, the first MultiscaleBlock_1 should be added after the six "vanilla" ResNet blocks, and before doing the ConvBlock with kernel_size=[1, 1] in line 121. I guess the dimensions that are passed through via the skip connection would be somehow different in that case. Or am I misunderstanding something here?