Advertisement
Not a member of Pastebin yet?
Sign Up,
it unlocks many cool features!
- 1 'inputImage' Image Input 540x720x3 images with 'zerocenter' normalization
- 2 'conv1_1' Convolution 64 3x3x3 convolutions with stride [1 1] and padding [1 1 1 1]
- 3 'bn_conv1_1' Batch Normalization Batch normalization with 64 channels
- 4 'relu1_1' ReLU ReLU
- 5 'conv1_2' Convolution 64 3x3x64 convolutions with stride [1 1] and padding [1 1 1 1]
- 6 'bn_conv1_2' Batch Normalization Batch normalization with 64 channels
- 7 'relu1_2' ReLU ReLU
- 8 'pool1' Max Pooling 2x2 max pooling with stride [2 2] and padding [0 0 0 0]
- 9 'conv2_1' Convolution 128 3x3x64 convolutions with stride [1 1] and padding [1 1 1 1]
- 10 'bn_conv2_1' Batch Normalization Batch normalization with 128 channels
- 11 'relu2_1' ReLU ReLU
- 12 'conv2_2' Convolution 128 3x3x128 convolutions with stride [1 1] and padding [1 1 1 1]
- 13 'bn_conv2_2' Batch Normalization Batch normalization with 128 channels
- 14 'relu2_2' ReLU ReLU
- 15 'pool2' Max Pooling 2x2 max pooling with stride [2 2] and padding [0 0 0 0]
- 16 'conv3_1' Convolution 256 3x3x128 convolutions with stride [1 1] and padding [1 1 1 1]
- 17 'bn_conv3_1' Batch Normalization Batch normalization with 256 channels
- 18 'relu3_1' ReLU ReLU
- 19 'conv3_2' Convolution 256 3x3x256 convolutions with stride [1 1] and padding [1 1 1 1]
- 20 'bn_conv3_2' Batch Normalization Batch normalization with 256 channels
- 21 'relu3_2' ReLU ReLU
- 22 'conv3_3' Convolution 256 3x3x256 convolutions with stride [1 1] and padding [1 1 1 1]
- 23 'bn_conv3_3' Batch Normalization Batch normalization with 256 channels
- 24 'relu3_3' ReLU ReLU
- 25 'pool3' Max Pooling 2x2 max pooling with stride [2 2] and padding [0 0 0 0]
- 26 'conv4_1' Convolution 512 3x3x256 convolutions with stride [1 1] and padding [1 1 1 1]
- 27 'bn_conv4_1' Batch Normalization Batch normalization with 512 channels
- 28 'relu4_1' ReLU ReLU
- 29 'conv4_2' Convolution 512 3x3x512 convolutions with stride [1 1] and padding [1 1 1 1]
- 30 'bn_conv4_2' Batch Normalization Batch normalization with 512 channels
- 31 'relu4_2' ReLU ReLU
- 32 'conv4_3' Convolution 512 3x3x512 convolutions with stride [1 1] and padding [1 1 1 1]
- 33 'bn_conv4_3' Batch Normalization Batch normalization with 512 channels
- 34 'relu4_3' ReLU ReLU
- 35 'pool4' Max Pooling 2x2 max pooling with stride [2 2] and padding [0 0 0 0]
- 36 'conv5_1' Convolution 512 3x3x512 convolutions with stride [1 1] and padding [1 1 1 1]
- 37 'bn_conv5_1' Batch Normalization Batch normalization with 512 channels
- 38 'relu5_1' ReLU ReLU
- 39 'conv5_2' Convolution 512 3x3x512 convolutions with stride [1 1] and padding [1 1 1 1]
- 40 'bn_conv5_2' Batch Normalization Batch normalization with 512 channels
- 41 'relu5_2' ReLU ReLU
- 42 'conv5_3' Convolution 512 3x3x512 convolutions with stride [1 1] and padding [1 1 1 1]
- 43 'bn_conv5_3' Batch Normalization Batch normalization with 512 channels
- 44 'relu5_3' ReLU ReLU
- 45 'pool5' Max Pooling 2x2 max pooling with stride [2 2] and padding [0 0 0 0]
- 46 'decoder5_unpool' Max Unpooling Max Unpooling
- 47 'decoder5_conv3' Convolution 512 3x3x512 convolutions with stride [1 1] and padding [1 1 1 1]
- 48 'decoder5_bn_3' Batch Normalization Batch normalization with 512 channels
- 49 'decoder5_relu_3' ReLU ReLU
- 50 'decoder5_conv2' Convolution 512 3x3x512 convolutions with stride [1 1] and padding [1 1 1 1]
- 51 'decoder5_bn_2' Batch Normalization Batch normalization with 512 channels
- 52 'decoder5_relu_2' ReLU ReLU
- 53 'decoder5_conv1' Convolution 512 3x3x512 convolutions with stride [1 1] and padding [1 1 1 1]
- 54 'decoder5_bn_1' Batch Normalization Batch normalization with 512 channels
- 55 'decoder5_relu_1' ReLU ReLU
- 56 'decoder4_unpool' Max Unpooling Max Unpooling
- 57 'decoder4_conv3' Convolution 512 3x3x512 convolutions with stride [1 1] and padding [1 1 1 1]
- 58 'decoder4_bn_3' Batch Normalization Batch normalization with 512 channels
- 59 'decoder4_relu_3' ReLU ReLU
- 60 'decoder4_conv2' Convolution 512 3x3x512 convolutions with stride [1 1] and padding [1 1 1 1]
- 61 'decoder4_bn_2' Batch Normalization Batch normalization with 512 channels
- 62 'decoder4_relu_2' ReLU ReLU
- 63 'decoder4_conv1' Convolution 256 3x3x512 convolutions with stride [1 1] and padding [1 1 1 1]
- 64 'decoder4_bn_1' Batch Normalization Batch normalization with 256 channels
- 65 'decoder4_relu_1' ReLU ReLU
- 66 'decoder3_unpool' Max Unpooling Max Unpooling
- 67 'decoder3_conv3' Convolution 256 3x3x256 convolutions with stride [1 1] and padding [1 1 1 1]
- 68 'decoder3_bn_3' Batch Normalization Batch normalization with 256 channels
- 69 'decoder3_relu_3' ReLU ReLU
- 70 'decoder3_conv2' Convolution 256 3x3x256 convolutions with stride [1 1] and padding [1 1 1 1]
- 71 'decoder3_bn_2' Batch Normalization Batch normalization with 256 channels
- 72 'decoder3_relu_2' ReLU ReLU
- 73 'decoder3_conv1' Convolution 128 3x3x256 convolutions with stride [1 1] and padding [1 1 1 1]
- 74 'decoder3_bn_1' Batch Normalization Batch normalization with 128 channels
- 75 'decoder3_relu_1' ReLU ReLU
- 76 'decoder2_unpool' Max Unpooling Max Unpooling
- 77 'decoder2_conv2' Convolution 128 3x3x128 convolutions with stride [1 1] and padding [1 1 1 1]
- 78 'decoder2_bn_2' Batch Normalization Batch normalization with 128 channels
- 79 'decoder2_relu_2' ReLU ReLU
- 80 'decoder2_conv1' Convolution 64 3x3x128 convolutions with stride [1 1] and padding [1 1 1 1]
- 81 'decoder2_bn_1' Batch Normalization Batch normalization with 64 channels
- 82 'decoder2_relu_1' ReLU ReLU
- 83 'decoder1_unpool' Max Unpooling Max Unpooling
- 84 'decoder1_conv2' Convolution 64 3x3x64 convolutions with stride [1 1] and padding [1 1 1 1]
- 85 'decoder1_bn_2' Batch Normalization Batch normalization with 64 channels
- 86 'decoder1_relu_2' ReLU ReLU
- 87 'decoder1_conv1' Convolution 2 3x3x64 convolutions with stride [1 1] and padding [1 1 1 1]
- 88 'decoder1_bn_1' Batch Normalization Batch normalization with 2 channels
- 89 'decoder1_relu_1' ReLU ReLU
- 90 'softmax' Softmax softmax
- 91 'labels' Pixel Classification Layer Class weighted cross-entropy loss with classes 'crack' and 'background'
Advertisement
Add Comment
Please, Sign In to add comment
Advertisement
