VGG16 卷積層結構和特徵圖

input_1 (224, 224, 3) -> Skipped. First dimension is not 1.
block1_conv1 (1, 224, 224, 64) 
block1_conv2 (1, 224, 224, 64) 
block1_pool (1, 112, 112, 64) 
block2_conv1 (1, 112, 112, 128) 
block2_conv2 (1, 112, 112, 128) 
block2_pool (1, 56, 56, 128) 
block3_conv1 (1, 56, 56, 256) 
block3_conv2 (1, 56, 56, 256) 
block3_conv3 (1, 56, 56, 256) 
block3_pool (1, 28, 28, 256) 
block4_conv1 (1, 28, 28, 512) 
block4_conv2 (1, 28, 28, 512) 
block4_conv3 (1, 28, 28, 512) 
block4_pool (1, 14, 14, 512) 
block5_conv1 (1, 14, 14, 512) 
block5_conv2 (1, 14, 14, 512) 
block5_conv3 (1, 14, 14, 512) 
block5_pool (1, 7, 7, 512) 
flatten (1, 25088) 
fc1 (1, 4096) 
fc2 (1, 4096) 
predictions (1, 1000)