Model: "MotionRec-bbox"
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_4 (InputLayer) (None, 608, 608, 10) 0
__________________________________________________________________________________________________
conv2d_1 (Conv2D) (None, 608, 608, 32) 352 input_4[0][0]
__________________________________________________________________________________________________
conv2d_2 (Conv2D) (None, 608, 608, 32) 2912 input_4[0][0]
__________________________________________________________________________________________________
conv2d_3 (Conv2D) (None, 608, 608, 32) 8032 input_4[0][0]
__________________________________________________________________________________________________
activation_1 (Activation) (None, 608, 608, 32) 0 conv2d_1[0][0]
__________________________________________________________________________________________________
activation_2 (Activation) (None, 608, 608, 32) 0 conv2d_2[0][0]
__________________________________________________________________________________________________
activation_3 (Activation) (None, 608, 608, 32) 0 conv2d_3[0][0]
__________________________________________________________________________________________________
average_1 (Average) (None, 608, 608, 32) 0 activation_1[0][0]
activation_2[0][0]
activation_3[0][0]
__________________________________________________________________________________________________
conv2d_4 (Conv2D) (None, 608, 608, 16) 528 average_1[0][0]
__________________________________________________________________________________________________
conv2d_5 (Conv2D) (None, 608, 608, 16) 4624 average_1[0][0]
__________________________________________________________________________________________________
conv2d_6 (Conv2D) (None, 608, 608, 16) 12816 average_1[0][0]
__________________________________________________________________________________________________
activation_4 (Activation) (None, 608, 608, 16) 0 conv2d_4[0][0]
__________________________________________________________________________________________________
activation_5 (Activation) (None, 608, 608, 16) 0 conv2d_5[0][0]
__________________________________________________________________________________________________
activation_6 (Activation) (None, 608, 608, 16) 0 conv2d_6[0][0]
__________________________________________________________________________________________________
average_2 (Average) (None, 608, 608, 16) 0 activation_4[0][0]
activation_5[0][0]
activation_6[0][0]
__________________________________________________________________________________________________
conv2d_7 (Conv2D) (None, 608, 608, 8) 136 average_2[0][0]
__________________________________________________________________________________________________
conv2d_8 (Conv2D) (None, 608, 608, 8) 1160 average_2[0][0]
__________________________________________________________________________________________________
conv2d_9 (Conv2D) (None, 608, 608, 8) 3208 average_2[0][0]
__________________________________________________________________________________________________
activation_7 (Activation) (None, 608, 608, 8) 0 conv2d_7[0][0]
__________________________________________________________________________________________________
activation_8 (Activation) (None, 608, 608, 8) 0 conv2d_8[0][0]
__________________________________________________________________________________________________
activation_9 (Activation) (None, 608, 608, 8) 0 conv2d_9[0][0]
__________________________________________________________________________________________________
average_3 (Average) (None, 608, 608, 8) 0 activation_7[0][0]
activation_8[0][0]
activation_9[0][0]
__________________________________________________________________________________________________
conv2d_10 (Conv2D) (None, 608, 608, 1) 73 average_3[0][0]
__________________________________________________________________________________________________
input_1 (InputLayer) (None, 608, 608, 3) 0
__________________________________________________________________________________________________
activation_10 (Activation) (None, 608, 608, 1) 0 conv2d_10[0][0]
__________________________________________________________________________________________________
input_3 (InputLayer) (None, 608, 608, 1) 0
__________________________________________________________________________________________________
input_2 (InputLayer) (None, 608, 608, 1) 0
__________________________________________________________________________________________________
concatenate_1 (Concatenate) (None, 608, 608, 6) 0 activation_10[0][0]
input_1[0][0]
input_3[0][0]
input_2[0][0]
__________________________________________________________________________________________________
padding_conv1 (ZeroPadding2D) (None, 614, 614, 6) 0 concatenate_1[0][0]
__________________________________________________________________________________________________
padding_conv1_new_image (ZeroPa (None, 614, 614, 3) 0 input_1[0][0]
__________________________________________________________________________________________________
conv1 (Conv2D) (None, 304, 304, 64) 18816 padding_conv1[0][0]
__________________________________________________________________________________________________
conv1_new_image (Conv2D) (None, 304, 304, 64) 9408 padding_conv1_new_image[0][0]
__________________________________________________________________________________________________
conv1_relu (Activation) (None, 304, 304, 64) 0 conv1[0][0]
__________________________________________________________________________________________________
conv1_relu_new_image (Activatio (None, 304, 304, 64) 0 conv1_new_image[0][0]
__________________________________________________________________________________________________
pool1 (MaxPooling2D) (None, 152, 152, 64) 0 conv1_relu[0][0]
__________________________________________________________________________________________________
pool1_new_image (MaxPooling2D) (None, 152, 152, 64) 0 conv1_relu_new_image[0][0]
__________________________________________________________________________________________________
res2a_branch2a (Conv2D) (None, 152, 152, 64) 4096 pool1[0][0]
__________________________________________________________________________________________________
res2a_branch2a_new_image (Conv2 (None, 152, 152, 64) 4096 pool1_new_image[0][0]
__________________________________________________________________________________________________
bn2a_branch2a (BatchNormalizati (None, 152, 152, 64) 256 res2a_branch2a[0][0]
__________________________________________________________________________________________________
bn2a_branch2a_new_image (BatchN (None, 152, 152, 64) 256 res2a_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res2a_branch2a_relu (Activation (None, 152, 152, 64) 0 bn2a_branch2a[0][0]
__________________________________________________________________________________________________
res2a_branch2a_relu_new_image ( (None, 152, 152, 64) 0 bn2a_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding2a_branch2b (ZeroPadding (None, 154, 154, 64) 0 res2a_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding2a_branch2b_new_image (Z (None, 154, 154, 64) 0 res2a_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res2a_branch2b (Conv2D) (None, 152, 152, 64) 36864 padding2a_branch2b[0][0]
__________________________________________________________________________________________________
res2a_branch2b_new_image (Conv2 (None, 152, 152, 64) 36864 padding2a_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn2a_branch2b (BatchNormalizati (None, 152, 152, 64) 256 res2a_branch2b[0][0]
__________________________________________________________________________________________________
bn2a_branch2b_new_image (BatchN (None, 152, 152, 64) 256 res2a_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res2a_branch2b_relu (Activation (None, 152, 152, 64) 0 bn2a_branch2b[0][0]
__________________________________________________________________________________________________
res2a_branch2b_relu_new_image ( (None, 152, 152, 64) 0 bn2a_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res2a_branch2c (Conv2D) (None, 152, 152, 256 16384 res2a_branch2b_relu[0][0]
__________________________________________________________________________________________________
res2a_branch1 (Conv2D) (None, 152, 152, 256 16384 pool1[0][0]
__________________________________________________________________________________________________
res2a_branch2c_new_image (Conv2 (None, 152, 152, 256 16384 res2a_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
res2a_branch1_new_image (Conv2D (None, 152, 152, 256 16384 pool1_new_image[0][0]
__________________________________________________________________________________________________
bn2a_branch2c (BatchNormalizati (None, 152, 152, 256 1024 res2a_branch2c[0][0]
__________________________________________________________________________________________________
bn2a_branch1 (BatchNormalizatio (None, 152, 152, 256 1024 res2a_branch1[0][0]
__________________________________________________________________________________________________
bn2a_branch2c_new_image (BatchN (None, 152, 152, 256 1024 res2a_branch2c_new_image[0][0]
__________________________________________________________________________________________________
bn2a_branch1_new_image (BatchNo (None, 152, 152, 256 1024 res2a_branch1_new_image[0][0]
__________________________________________________________________________________________________
res2a (Add) (None, 152, 152, 256 0 bn2a_branch2c[0][0]
bn2a_branch1[0][0]
__________________________________________________________________________________________________
res2a_new_image (Add) (None, 152, 152, 256 0 bn2a_branch2c_new_image[0][0]
bn2a_branch1_new_image[0][0]
__________________________________________________________________________________________________
res2a_relu (Activation) (None, 152, 152, 256 0 res2a[0][0]
__________________________________________________________________________________________________
res2a_relu_new_image (Activatio (None, 152, 152, 256 0 res2a_new_image[0][0]
__________________________________________________________________________________________________
res2b_branch2a (Conv2D) (None, 152, 152, 64) 16384 res2a_relu[0][0]
__________________________________________________________________________________________________
res2b_branch2a_new_image (Conv2 (None, 152, 152, 64) 16384 res2a_relu_new_image[0][0]
__________________________________________________________________________________________________
bn2b_branch2a (BatchNormalizati (None, 152, 152, 64) 256 res2b_branch2a[0][0]
__________________________________________________________________________________________________
bn2b_branch2a_new_image (BatchN (None, 152, 152, 64) 256 res2b_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res2b_branch2a_relu (Activation (None, 152, 152, 64) 0 bn2b_branch2a[0][0]
__________________________________________________________________________________________________
res2b_branch2a_relu_new_image ( (None, 152, 152, 64) 0 bn2b_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding2b_branch2b (ZeroPadding (None, 154, 154, 64) 0 res2b_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding2b_branch2b_new_image (Z (None, 154, 154, 64) 0 res2b_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res2b_branch2b (Conv2D) (None, 152, 152, 64) 36864 padding2b_branch2b[0][0]
__________________________________________________________________________________________________
res2b_branch2b_new_image (Conv2 (None, 152, 152, 64) 36864 padding2b_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn2b_branch2b (BatchNormalizati (None, 152, 152, 64) 256 res2b_branch2b[0][0]
__________________________________________________________________________________________________
bn2b_branch2b_new_image (BatchN (None, 152, 152, 64) 256 res2b_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res2b_branch2b_relu (Activation (None, 152, 152, 64) 0 bn2b_branch2b[0][0]
__________________________________________________________________________________________________
res2b_branch2b_relu_new_image ( (None, 152, 152, 64) 0 bn2b_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res2b_branch2c (Conv2D) (None, 152, 152, 256 16384 res2b_branch2b_relu[0][0]
__________________________________________________________________________________________________
res2b_branch2c_new_image (Conv2 (None, 152, 152, 256 16384 res2b_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
bn2b_branch2c (BatchNormalizati (None, 152, 152, 256 1024 res2b_branch2c[0][0]
__________________________________________________________________________________________________
bn2b_branch2c_new_image (BatchN (None, 152, 152, 256 1024 res2b_branch2c_new_image[0][0]
__________________________________________________________________________________________________
res2b (Add) (None, 152, 152, 256 0 bn2b_branch2c[0][0]
res2a_relu[0][0]
__________________________________________________________________________________________________
res2b_new_image (Add) (None, 152, 152, 256 0 bn2b_branch2c_new_image[0][0]
res2a_relu_new_image[0][0]
__________________________________________________________________________________________________
res2b_relu (Activation) (None, 152, 152, 256 0 res2b[0][0]
__________________________________________________________________________________________________
res2b_relu_new_image (Activatio (None, 152, 152, 256 0 res2b_new_image[0][0]
__________________________________________________________________________________________________
res2c_branch2a (Conv2D) (None, 152, 152, 64) 16384 res2b_relu[0][0]
__________________________________________________________________________________________________
res2c_branch2a_new_image (Conv2 (None, 152, 152, 64) 16384 res2b_relu_new_image[0][0]
__________________________________________________________________________________________________
bn2c_branch2a (BatchNormalizati (None, 152, 152, 64) 256 res2c_branch2a[0][0]
__________________________________________________________________________________________________
bn2c_branch2a_new_image (BatchN (None, 152, 152, 64) 256 res2c_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res2c_branch2a_relu (Activation (None, 152, 152, 64) 0 bn2c_branch2a[0][0]
__________________________________________________________________________________________________
res2c_branch2a_relu_new_image ( (None, 152, 152, 64) 0 bn2c_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding2c_branch2b (ZeroPadding (None, 154, 154, 64) 0 res2c_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding2c_branch2b_new_image (Z (None, 154, 154, 64) 0 res2c_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res2c_branch2b (Conv2D) (None, 152, 152, 64) 36864 padding2c_branch2b[0][0]
__________________________________________________________________________________________________
res2c_branch2b_new_image (Conv2 (None, 152, 152, 64) 36864 padding2c_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn2c_branch2b (BatchNormalizati (None, 152, 152, 64) 256 res2c_branch2b[0][0]
__________________________________________________________________________________________________
bn2c_branch2b_new_image (BatchN (None, 152, 152, 64) 256 res2c_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res2c_branch2b_relu (Activation (None, 152, 152, 64) 0 bn2c_branch2b[0][0]
__________________________________________________________________________________________________
res2c_branch2b_relu_new_image ( (None, 152, 152, 64) 0 bn2c_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res2c_branch2c (Conv2D) (None, 152, 152, 256 16384 res2c_branch2b_relu[0][0]
__________________________________________________________________________________________________
res2c_branch2c_new_image (Conv2 (None, 152, 152, 256 16384 res2c_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
bn2c_branch2c (BatchNormalizati (None, 152, 152, 256 1024 res2c_branch2c[0][0]
__________________________________________________________________________________________________
bn2c_branch2c_new_image (BatchN (None, 152, 152, 256 1024 res2c_branch2c_new_image[0][0]
__________________________________________________________________________________________________
res2c (Add) (None, 152, 152, 256 0 bn2c_branch2c[0][0]
res2b_relu[0][0]
__________________________________________________________________________________________________
res2c_new_image (Add) (None, 152, 152, 256 0 bn2c_branch2c_new_image[0][0]
res2b_relu_new_image[0][0]
__________________________________________________________________________________________________
res2c_relu (Activation) (None, 152, 152, 256 0 res2c[0][0]
__________________________________________________________________________________________________
res2c_relu_new_image (Activatio (None, 152, 152, 256 0 res2c_new_image[0][0]
__________________________________________________________________________________________________
res3a_branch2a (Conv2D) (None, 76, 76, 128) 32768 res2c_relu[0][0]
__________________________________________________________________________________________________
res3a_branch2a_new_image (Conv2 (None, 76, 76, 128) 32768 res2c_relu_new_image[0][0]
__________________________________________________________________________________________________
bn3a_branch2a (BatchNormalizati (None, 76, 76, 128) 512 res3a_branch2a[0][0]
__________________________________________________________________________________________________
bn3a_branch2a_new_image (BatchN (None, 76, 76, 128) 512 res3a_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res3a_branch2a_relu (Activation (None, 76, 76, 128) 0 bn3a_branch2a[0][0]
__________________________________________________________________________________________________
res3a_branch2a_relu_new_image ( (None, 76, 76, 128) 0 bn3a_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding3a_branch2b (ZeroPadding (None, 78, 78, 128) 0 res3a_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding3a_branch2b_new_image (Z (None, 78, 78, 128) 0 res3a_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res3a_branch2b (Conv2D) (None, 76, 76, 128) 147456 padding3a_branch2b[0][0]
__________________________________________________________________________________________________
res3a_branch2b_new_image (Conv2 (None, 76, 76, 128) 147456 padding3a_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn3a_branch2b (BatchNormalizati (None, 76, 76, 128) 512 res3a_branch2b[0][0]
__________________________________________________________________________________________________
bn3a_branch2b_new_image (BatchN (None, 76, 76, 128) 512 res3a_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res3a_branch2b_relu (Activation (None, 76, 76, 128) 0 bn3a_branch2b[0][0]
__________________________________________________________________________________________________
res3a_branch2b_relu_new_image ( (None, 76, 76, 128) 0 bn3a_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res3a_branch2c (Conv2D) (None, 76, 76, 512) 65536 res3a_branch2b_relu[0][0]
__________________________________________________________________________________________________
res3a_branch1 (Conv2D) (None, 76, 76, 512) 131072 res2c_relu[0][0]
__________________________________________________________________________________________________
res3a_branch2c_new_image (Conv2 (None, 76, 76, 512) 65536 res3a_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
res3a_branch1_new_image (Conv2D (None, 76, 76, 512) 131072 res2c_relu_new_image[0][0]
__________________________________________________________________________________________________
bn3a_branch2c (BatchNormalizati (None, 76, 76, 512) 2048 res3a_branch2c[0][0]
__________________________________________________________________________________________________
bn3a_branch1 (BatchNormalizatio (None, 76, 76, 512) 2048 res3a_branch1[0][0]
__________________________________________________________________________________________________
bn3a_branch2c_new_image (BatchN (None, 76, 76, 512) 2048 res3a_branch2c_new_image[0][0]
__________________________________________________________________________________________________
bn3a_branch1_new_image (BatchNo (None, 76, 76, 512) 2048 res3a_branch1_new_image[0][0]
__________________________________________________________________________________________________
res3a (Add) (None, 76, 76, 512) 0 bn3a_branch2c[0][0]
bn3a_branch1[0][0]
__________________________________________________________________________________________________
res3a_new_image (Add) (None, 76, 76, 512) 0 bn3a_branch2c_new_image[0][0]
bn3a_branch1_new_image[0][0]
__________________________________________________________________________________________________
res3a_relu (Activation) (None, 76, 76, 512) 0 res3a[0][0]
__________________________________________________________________________________________________
res3a_relu_new_image (Activatio (None, 76, 76, 512) 0 res3a_new_image[0][0]
__________________________________________________________________________________________________
res3b_branch2a (Conv2D) (None, 76, 76, 128) 65536 res3a_relu[0][0]
__________________________________________________________________________________________________
res3b_branch2a_new_image (Conv2 (None, 76, 76, 128) 65536 res3a_relu_new_image[0][0]
__________________________________________________________________________________________________
bn3b_branch2a (BatchNormalizati (None, 76, 76, 128) 512 res3b_branch2a[0][0]
__________________________________________________________________________________________________
bn3b_branch2a_new_image (BatchN (None, 76, 76, 128) 512 res3b_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res3b_branch2a_relu (Activation (None, 76, 76, 128) 0 bn3b_branch2a[0][0]
__________________________________________________________________________________________________
res3b_branch2a_relu_new_image ( (None, 76, 76, 128) 0 bn3b_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding3b_branch2b (ZeroPadding (None, 78, 78, 128) 0 res3b_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding3b_branch2b_new_image (Z (None, 78, 78, 128) 0 res3b_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res3b_branch2b (Conv2D) (None, 76, 76, 128) 147456 padding3b_branch2b[0][0]
__________________________________________________________________________________________________
res3b_branch2b_new_image (Conv2 (None, 76, 76, 128) 147456 padding3b_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn3b_branch2b (BatchNormalizati (None, 76, 76, 128) 512 res3b_branch2b[0][0]
__________________________________________________________________________________________________
bn3b_branch2b_new_image (BatchN (None, 76, 76, 128) 512 res3b_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res3b_branch2b_relu (Activation (None, 76, 76, 128) 0 bn3b_branch2b[0][0]
__________________________________________________________________________________________________
res3b_branch2b_relu_new_image ( (None, 76, 76, 128) 0 bn3b_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res3b_branch2c (Conv2D) (None, 76, 76, 512) 65536 res3b_branch2b_relu[0][0]
__________________________________________________________________________________________________
res3b_branch2c_new_image (Conv2 (None, 76, 76, 512) 65536 res3b_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
bn3b_branch2c (BatchNormalizati (None, 76, 76, 512) 2048 res3b_branch2c[0][0]
__________________________________________________________________________________________________
bn3b_branch2c_new_image (BatchN (None, 76, 76, 512) 2048 res3b_branch2c_new_image[0][0]
__________________________________________________________________________________________________
res3b (Add) (None, 76, 76, 512) 0 bn3b_branch2c[0][0]
res3a_relu[0][0]
__________________________________________________________________________________________________
res3b_new_image (Add) (None, 76, 76, 512) 0 bn3b_branch2c_new_image[0][0]
res3a_relu_new_image[0][0]
__________________________________________________________________________________________________
res3b_relu (Activation) (None, 76, 76, 512) 0 res3b[0][0]
__________________________________________________________________________________________________
res3b_relu_new_image (Activatio (None, 76, 76, 512) 0 res3b_new_image[0][0]
__________________________________________________________________________________________________
res3c_branch2a (Conv2D) (None, 76, 76, 128) 65536 res3b_relu[0][0]
__________________________________________________________________________________________________
res3c_branch2a_new_image (Conv2 (None, 76, 76, 128) 65536 res3b_relu_new_image[0][0]
__________________________________________________________________________________________________
bn3c_branch2a (BatchNormalizati (None, 76, 76, 128) 512 res3c_branch2a[0][0]
__________________________________________________________________________________________________
bn3c_branch2a_new_image (BatchN (None, 76, 76, 128) 512 res3c_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res3c_branch2a_relu (Activation (None, 76, 76, 128) 0 bn3c_branch2a[0][0]
__________________________________________________________________________________________________
res3c_branch2a_relu_new_image ( (None, 76, 76, 128) 0 bn3c_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding3c_branch2b (ZeroPadding (None, 78, 78, 128) 0 res3c_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding3c_branch2b_new_image (Z (None, 78, 78, 128) 0 res3c_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res3c_branch2b (Conv2D) (None, 76, 76, 128) 147456 padding3c_branch2b[0][0]
__________________________________________________________________________________________________
res3c_branch2b_new_image (Conv2 (None, 76, 76, 128) 147456 padding3c_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn3c_branch2b (BatchNormalizati (None, 76, 76, 128) 512 res3c_branch2b[0][0]
__________________________________________________________________________________________________
bn3c_branch2b_new_image (BatchN (None, 76, 76, 128) 512 res3c_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res3c_branch2b_relu (Activation (None, 76, 76, 128) 0 bn3c_branch2b[0][0]
__________________________________________________________________________________________________
res3c_branch2b_relu_new_image ( (None, 76, 76, 128) 0 bn3c_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res3c_branch2c (Conv2D) (None, 76, 76, 512) 65536 res3c_branch2b_relu[0][0]
__________________________________________________________________________________________________
res3c_branch2c_new_image (Conv2 (None, 76, 76, 512) 65536 res3c_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
bn3c_branch2c (BatchNormalizati (None, 76, 76, 512) 2048 res3c_branch2c[0][0]
__________________________________________________________________________________________________
bn3c_branch2c_new_image (BatchN (None, 76, 76, 512) 2048 res3c_branch2c_new_image[0][0]
__________________________________________________________________________________________________
res3c (Add) (None, 76, 76, 512) 0 bn3c_branch2c[0][0]
res3b_relu[0][0]
__________________________________________________________________________________________________
res3c_new_image (Add) (None, 76, 76, 512) 0 bn3c_branch2c_new_image[0][0]
res3b_relu_new_image[0][0]
__________________________________________________________________________________________________
res3c_relu (Activation) (None, 76, 76, 512) 0 res3c[0][0]
__________________________________________________________________________________________________
res3c_relu_new_image (Activatio (None, 76, 76, 512) 0 res3c_new_image[0][0]
__________________________________________________________________________________________________
res3d_branch2a (Conv2D) (None, 76, 76, 128) 65536 res3c_relu[0][0]
__________________________________________________________________________________________________
res3d_branch2a_new_image (Conv2 (None, 76, 76, 128) 65536 res3c_relu_new_image[0][0]
__________________________________________________________________________________________________
bn3d_branch2a (BatchNormalizati (None, 76, 76, 128) 512 res3d_branch2a[0][0]
__________________________________________________________________________________________________
bn3d_branch2a_new_image (BatchN (None, 76, 76, 128) 512 res3d_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res3d_branch2a_relu (Activation (None, 76, 76, 128) 0 bn3d_branch2a[0][0]
__________________________________________________________________________________________________
res3d_branch2a_relu_new_image ( (None, 76, 76, 128) 0 bn3d_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding3d_branch2b (ZeroPadding (None, 78, 78, 128) 0 res3d_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding3d_branch2b_new_image (Z (None, 78, 78, 128) 0 res3d_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res3d_branch2b (Conv2D) (None, 76, 76, 128) 147456 padding3d_branch2b[0][0]
__________________________________________________________________________________________________
res3d_branch2b_new_image (Conv2 (None, 76, 76, 128) 147456 padding3d_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn3d_branch2b (BatchNormalizati (None, 76, 76, 128) 512 res3d_branch2b[0][0]
__________________________________________________________________________________________________
bn3d_branch2b_new_image (BatchN (None, 76, 76, 128) 512 res3d_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res3d_branch2b_relu (Activation (None, 76, 76, 128) 0 bn3d_branch2b[0][0]
__________________________________________________________________________________________________
res3d_branch2b_relu_new_image ( (None, 76, 76, 128) 0 bn3d_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res3d_branch2c (Conv2D) (None, 76, 76, 512) 65536 res3d_branch2b_relu[0][0]
__________________________________________________________________________________________________
res3d_branch2c_new_image (Conv2 (None, 76, 76, 512) 65536 res3d_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
bn3d_branch2c (BatchNormalizati (None, 76, 76, 512) 2048 res3d_branch2c[0][0]
__________________________________________________________________________________________________
bn3d_branch2c_new_image (BatchN (None, 76, 76, 512) 2048 res3d_branch2c_new_image[0][0]
__________________________________________________________________________________________________
res3d (Add) (None, 76, 76, 512) 0 bn3d_branch2c[0][0]
res3c_relu[0][0]
__________________________________________________________________________________________________
res3d_new_image (Add) (None, 76, 76, 512) 0 bn3d_branch2c_new_image[0][0]
res3c_relu_new_image[0][0]
__________________________________________________________________________________________________
res3d_relu (Activation) (None, 76, 76, 512) 0 res3d[0][0]
__________________________________________________________________________________________________
res3d_relu_new_image (Activatio (None, 76, 76, 512) 0 res3d_new_image[0][0]
__________________________________________________________________________________________________
res4a_branch2a (Conv2D) (None, 38, 38, 256) 131072 res3d_relu[0][0]
__________________________________________________________________________________________________
res4a_branch2a_new_image (Conv2 (None, 38, 38, 256) 131072 res3d_relu_new_image[0][0]
__________________________________________________________________________________________________
bn4a_branch2a (BatchNormalizati (None, 38, 38, 256) 1024 res4a_branch2a[0][0]
__________________________________________________________________________________________________
bn4a_branch2a_new_image (BatchN (None, 38, 38, 256) 1024 res4a_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res4a_branch2a_relu (Activation (None, 38, 38, 256) 0 bn4a_branch2a[0][0]
__________________________________________________________________________________________________
res4a_branch2a_relu_new_image ( (None, 38, 38, 256) 0 bn4a_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding4a_branch2b (ZeroPadding (None, 40, 40, 256) 0 res4a_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding4a_branch2b_new_image (Z (None, 40, 40, 256) 0 res4a_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res4a_branch2b (Conv2D) (None, 38, 38, 256) 589824 padding4a_branch2b[0][0]
__________________________________________________________________________________________________
res4a_branch2b_new_image (Conv2 (None, 38, 38, 256) 589824 padding4a_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn4a_branch2b (BatchNormalizati (None, 38, 38, 256) 1024 res4a_branch2b[0][0]
__________________________________________________________________________________________________
bn4a_branch2b_new_image (BatchN (None, 38, 38, 256) 1024 res4a_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res4a_branch2b_relu (Activation (None, 38, 38, 256) 0 bn4a_branch2b[0][0]
__________________________________________________________________________________________________
res4a_branch2b_relu_new_image ( (None, 38, 38, 256) 0 bn4a_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res4a_branch2c (Conv2D) (None, 38, 38, 1024) 262144 res4a_branch2b_relu[0][0]
__________________________________________________________________________________________________
res4a_branch1 (Conv2D) (None, 38, 38, 1024) 524288 res3d_relu[0][0]
__________________________________________________________________________________________________
res4a_branch2c_new_image (Conv2 (None, 38, 38, 1024) 262144 res4a_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
res4a_branch1_new_image (Conv2D (None, 38, 38, 1024) 524288 res3d_relu_new_image[0][0]
__________________________________________________________________________________________________
bn4a_branch2c (BatchNormalizati (None, 38, 38, 1024) 4096 res4a_branch2c[0][0]
__________________________________________________________________________________________________
bn4a_branch1 (BatchNormalizatio (None, 38, 38, 1024) 4096 res4a_branch1[0][0]
__________________________________________________________________________________________________
bn4a_branch2c_new_image (BatchN (None, 38, 38, 1024) 4096 res4a_branch2c_new_image[0][0]
__________________________________________________________________________________________________
bn4a_branch1_new_image (BatchNo (None, 38, 38, 1024) 4096 res4a_branch1_new_image[0][0]
__________________________________________________________________________________________________
res4a (Add) (None, 38, 38, 1024) 0 bn4a_branch2c[0][0]
bn4a_branch1[0][0]
__________________________________________________________________________________________________
res4a_new_image (Add) (None, 38, 38, 1024) 0 bn4a_branch2c_new_image[0][0]
bn4a_branch1_new_image[0][0]
__________________________________________________________________________________________________
res4a_relu (Activation) (None, 38, 38, 1024) 0 res4a[0][0]
__________________________________________________________________________________________________
res4a_relu_new_image (Activatio (None, 38, 38, 1024) 0 res4a_new_image[0][0]
__________________________________________________________________________________________________
res4b_branch2a (Conv2D) (None, 38, 38, 256) 262144 res4a_relu[0][0]
__________________________________________________________________________________________________
res4b_branch2a_new_image (Conv2 (None, 38, 38, 256) 262144 res4a_relu_new_image[0][0]
__________________________________________________________________________________________________
bn4b_branch2a (BatchNormalizati (None, 38, 38, 256) 1024 res4b_branch2a[0][0]
__________________________________________________________________________________________________
bn4b_branch2a_new_image (BatchN (None, 38, 38, 256) 1024 res4b_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res4b_branch2a_relu (Activation (None, 38, 38, 256) 0 bn4b_branch2a[0][0]
__________________________________________________________________________________________________
res4b_branch2a_relu_new_image ( (None, 38, 38, 256) 0 bn4b_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding4b_branch2b (ZeroPadding (None, 40, 40, 256) 0 res4b_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding4b_branch2b_new_image (Z (None, 40, 40, 256) 0 res4b_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res4b_branch2b (Conv2D) (None, 38, 38, 256) 589824 padding4b_branch2b[0][0]
__________________________________________________________________________________________________
res4b_branch2b_new_image (Conv2 (None, 38, 38, 256) 589824 padding4b_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn4b_branch2b (BatchNormalizati (None, 38, 38, 256) 1024 res4b_branch2b[0][0]
__________________________________________________________________________________________________
bn4b_branch2b_new_image (BatchN (None, 38, 38, 256) 1024 res4b_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res4b_branch2b_relu (Activation (None, 38, 38, 256) 0 bn4b_branch2b[0][0]
__________________________________________________________________________________________________
res4b_branch2b_relu_new_image ( (None, 38, 38, 256) 0 bn4b_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res4b_branch2c (Conv2D) (None, 38, 38, 1024) 262144 res4b_branch2b_relu[0][0]
__________________________________________________________________________________________________
res4b_branch2c_new_image (Conv2 (None, 38, 38, 1024) 262144 res4b_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
bn4b_branch2c (BatchNormalizati (None, 38, 38, 1024) 4096 res4b_branch2c[0][0]
__________________________________________________________________________________________________
bn4b_branch2c_new_image (BatchN (None, 38, 38, 1024) 4096 res4b_branch2c_new_image[0][0]
__________________________________________________________________________________________________
res4b (Add) (None, 38, 38, 1024) 0 bn4b_branch2c[0][0]
res4a_relu[0][0]
__________________________________________________________________________________________________
res4b_new_image (Add) (None, 38, 38, 1024) 0 bn4b_branch2c_new_image[0][0]
res4a_relu_new_image[0][0]
__________________________________________________________________________________________________
res4b_relu (Activation) (None, 38, 38, 1024) 0 res4b[0][0]
__________________________________________________________________________________________________
res4b_relu_new_image (Activatio (None, 38, 38, 1024) 0 res4b_new_image[0][0]
__________________________________________________________________________________________________
res4c_branch2a (Conv2D) (None, 38, 38, 256) 262144 res4b_relu[0][0]
__________________________________________________________________________________________________
res4c_branch2a_new_image (Conv2 (None, 38, 38, 256) 262144 res4b_relu_new_image[0][0]
__________________________________________________________________________________________________
bn4c_branch2a (BatchNormalizati (None, 38, 38, 256) 1024 res4c_branch2a[0][0]
__________________________________________________________________________________________________
bn4c_branch2a_new_image (BatchN (None, 38, 38, 256) 1024 res4c_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res4c_branch2a_relu (Activation (None, 38, 38, 256) 0 bn4c_branch2a[0][0]
__________________________________________________________________________________________________
res4c_branch2a_relu_new_image ( (None, 38, 38, 256) 0 bn4c_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding4c_branch2b (ZeroPadding (None, 40, 40, 256) 0 res4c_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding4c_branch2b_new_image (Z (None, 40, 40, 256) 0 res4c_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res4c_branch2b (Conv2D) (None, 38, 38, 256) 589824 padding4c_branch2b[0][0]
__________________________________________________________________________________________________
res4c_branch2b_new_image (Conv2 (None, 38, 38, 256) 589824 padding4c_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn4c_branch2b (BatchNormalizati (None, 38, 38, 256) 1024 res4c_branch2b[0][0]
__________________________________________________________________________________________________
bn4c_branch2b_new_image (BatchN (None, 38, 38, 256) 1024 res4c_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res4c_branch2b_relu (Activation (None, 38, 38, 256) 0 bn4c_branch2b[0][0]
__________________________________________________________________________________________________
res4c_branch2b_relu_new_image ( (None, 38, 38, 256) 0 bn4c_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res4c_branch2c (Conv2D) (None, 38, 38, 1024) 262144 res4c_branch2b_relu[0][0]
__________________________________________________________________________________________________
res4c_branch2c_new_image (Conv2 (None, 38, 38, 1024) 262144 res4c_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
bn4c_branch2c (BatchNormalizati (None, 38, 38, 1024) 4096 res4c_branch2c[0][0]
__________________________________________________________________________________________________
bn4c_branch2c_new_image (BatchN (None, 38, 38, 1024) 4096 res4c_branch2c_new_image[0][0]
__________________________________________________________________________________________________
res4c (Add) (None, 38, 38, 1024) 0 bn4c_branch2c[0][0]
res4b_relu[0][0]
__________________________________________________________________________________________________
res4c_new_image (Add) (None, 38, 38, 1024) 0 bn4c_branch2c_new_image[0][0]
res4b_relu_new_image[0][0]
__________________________________________________________________________________________________
res4c_relu (Activation) (None, 38, 38, 1024) 0 res4c[0][0]
__________________________________________________________________________________________________
res4c_relu_new_image (Activatio (None, 38, 38, 1024) 0 res4c_new_image[0][0]
__________________________________________________________________________________________________
res4d_branch2a (Conv2D) (None, 38, 38, 256) 262144 res4c_relu[0][0]
__________________________________________________________________________________________________
res4d_branch2a_new_image (Conv2 (None, 38, 38, 256) 262144 res4c_relu_new_image[0][0]
__________________________________________________________________________________________________
bn4d_branch2a (BatchNormalizati (None, 38, 38, 256) 1024 res4d_branch2a[0][0]
__________________________________________________________________________________________________
bn4d_branch2a_new_image (BatchN (None, 38, 38, 256) 1024 res4d_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res4d_branch2a_relu (Activation (None, 38, 38, 256) 0 bn4d_branch2a[0][0]
__________________________________________________________________________________________________
res4d_branch2a_relu_new_image ( (None, 38, 38, 256) 0 bn4d_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding4d_branch2b (ZeroPadding (None, 40, 40, 256) 0 res4d_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding4d_branch2b_new_image (Z (None, 40, 40, 256) 0 res4d_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res4d_branch2b (Conv2D) (None, 38, 38, 256) 589824 padding4d_branch2b[0][0]
__________________________________________________________________________________________________
res4d_branch2b_new_image (Conv2 (None, 38, 38, 256) 589824 padding4d_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn4d_branch2b (BatchNormalizati (None, 38, 38, 256) 1024 res4d_branch2b[0][0]
__________________________________________________________________________________________________
bn4d_branch2b_new_image (BatchN (None, 38, 38, 256) 1024 res4d_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res4d_branch2b_relu (Activation (None, 38, 38, 256) 0 bn4d_branch2b[0][0]
__________________________________________________________________________________________________
res4d_branch2b_relu_new_image ( (None, 38, 38, 256) 0 bn4d_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res4d_branch2c (Conv2D) (None, 38, 38, 1024) 262144 res4d_branch2b_relu[0][0]
__________________________________________________________________________________________________
res4d_branch2c_new_image (Conv2 (None, 38, 38, 1024) 262144 res4d_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
bn4d_branch2c (BatchNormalizati (None, 38, 38, 1024) 4096 res4d_branch2c[0][0]
__________________________________________________________________________________________________
bn4d_branch2c_new_image (BatchN (None, 38, 38, 1024) 4096 res4d_branch2c_new_image[0][0]
__________________________________________________________________________________________________
res4d (Add) (None, 38, 38, 1024) 0 bn4d_branch2c[0][0]
res4c_relu[0][0]
__________________________________________________________________________________________________
res4d_new_image (Add) (None, 38, 38, 1024) 0 bn4d_branch2c_new_image[0][0]
res4c_relu_new_image[0][0]
__________________________________________________________________________________________________
res4d_relu (Activation) (None, 38, 38, 1024) 0 res4d[0][0]
__________________________________________________________________________________________________
res4d_relu_new_image (Activatio (None, 38, 38, 1024) 0 res4d_new_image[0][0]
__________________________________________________________________________________________________
res4e_branch2a (Conv2D) (None, 38, 38, 256) 262144 res4d_relu[0][0]
__________________________________________________________________________________________________
res4e_branch2a_new_image (Conv2 (None, 38, 38, 256) 262144 res4d_relu_new_image[0][0]
__________________________________________________________________________________________________
bn4e_branch2a (BatchNormalizati (None, 38, 38, 256) 1024 res4e_branch2a[0][0]
__________________________________________________________________________________________________
bn4e_branch2a_new_image (BatchN (None, 38, 38, 256) 1024 res4e_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res4e_branch2a_relu (Activation (None, 38, 38, 256) 0 bn4e_branch2a[0][0]
__________________________________________________________________________________________________
res4e_branch2a_relu_new_image ( (None, 38, 38, 256) 0 bn4e_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding4e_branch2b (ZeroPadding (None, 40, 40, 256) 0 res4e_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding4e_branch2b_new_image (Z (None, 40, 40, 256) 0 res4e_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res4e_branch2b (Conv2D) (None, 38, 38, 256) 589824 padding4e_branch2b[0][0]
__________________________________________________________________________________________________
res4e_branch2b_new_image (Conv2 (None, 38, 38, 256) 589824 padding4e_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn4e_branch2b (BatchNormalizati (None, 38, 38, 256) 1024 res4e_branch2b[0][0]
__________________________________________________________________________________________________
bn4e_branch2b_new_image (BatchN (None, 38, 38, 256) 1024 res4e_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res4e_branch2b_relu (Activation (None, 38, 38, 256) 0 bn4e_branch2b[0][0]
__________________________________________________________________________________________________
res4e_branch2b_relu_new_image ( (None, 38, 38, 256) 0 bn4e_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res4e_branch2c (Conv2D) (None, 38, 38, 1024) 262144 res4e_branch2b_relu[0][0]
__________________________________________________________________________________________________
res4e_branch2c_new_image (Conv2 (None, 38, 38, 1024) 262144 res4e_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
bn4e_branch2c (BatchNormalizati (None, 38, 38, 1024) 4096 res4e_branch2c[0][0]
__________________________________________________________________________________________________
bn4e_branch2c_new_image (BatchN (None, 38, 38, 1024) 4096 res4e_branch2c_new_image[0][0]
__________________________________________________________________________________________________
res4e (Add) (None, 38, 38, 1024) 0 bn4e_branch2c[0][0]
res4d_relu[0][0]
__________________________________________________________________________________________________
res4e_new_image (Add) (None, 38, 38, 1024) 0 bn4e_branch2c_new_image[0][0]
res4d_relu_new_image[0][0]
__________________________________________________________________________________________________
res4e_relu (Activation) (None, 38, 38, 1024) 0 res4e[0][0]
__________________________________________________________________________________________________
res4e_relu_new_image (Activatio (None, 38, 38, 1024) 0 res4e_new_image[0][0]
__________________________________________________________________________________________________
res4f_branch2a (Conv2D) (None, 38, 38, 256) 262144 res4e_relu[0][0]
__________________________________________________________________________________________________
res4f_branch2a_new_image (Conv2 (None, 38, 38, 256) 262144 res4e_relu_new_image[0][0]
__________________________________________________________________________________________________
bn4f_branch2a (BatchNormalizati (None, 38, 38, 256) 1024 res4f_branch2a[0][0]
__________________________________________________________________________________________________
bn4f_branch2a_new_image (BatchN (None, 38, 38, 256) 1024 res4f_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res4f_branch2a_relu (Activation (None, 38, 38, 256) 0 bn4f_branch2a[0][0]
__________________________________________________________________________________________________
res4f_branch2a_relu_new_image ( (None, 38, 38, 256) 0 bn4f_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding4f_branch2b (ZeroPadding (None, 40, 40, 256) 0 res4f_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding4f_branch2b_new_image (Z (None, 40, 40, 256) 0 res4f_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res4f_branch2b (Conv2D) (None, 38, 38, 256) 589824 padding4f_branch2b[0][0]
__________________________________________________________________________________________________
res4f_branch2b_new_image (Conv2 (None, 38, 38, 256) 589824 padding4f_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn4f_branch2b (BatchNormalizati (None, 38, 38, 256) 1024 res4f_branch2b[0][0]
__________________________________________________________________________________________________
bn4f_branch2b_new_image (BatchN (None, 38, 38, 256) 1024 res4f_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res4f_branch2b_relu (Activation (None, 38, 38, 256) 0 bn4f_branch2b[0][0]
__________________________________________________________________________________________________
res4f_branch2b_relu_new_image ( (None, 38, 38, 256) 0 bn4f_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res4f_branch2c (Conv2D) (None, 38, 38, 1024) 262144 res4f_branch2b_relu[0][0]
__________________________________________________________________________________________________
res4f_branch2c_new_image (Conv2 (None, 38, 38, 1024) 262144 res4f_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
bn4f_branch2c (BatchNormalizati (None, 38, 38, 1024) 4096 res4f_branch2c[0][0]
__________________________________________________________________________________________________
bn4f_branch2c_new_image (BatchN (None, 38, 38, 1024) 4096 res4f_branch2c_new_image[0][0]
__________________________________________________________________________________________________
res4f (Add) (None, 38, 38, 1024) 0 bn4f_branch2c[0][0]
res4e_relu[0][0]
__________________________________________________________________________________________________
res4f_new_image (Add) (None, 38, 38, 1024) 0 bn4f_branch2c_new_image[0][0]
res4e_relu_new_image[0][0]
__________________________________________________________________________________________________
res4f_relu (Activation) (None, 38, 38, 1024) 0 res4f[0][0]
__________________________________________________________________________________________________
res4f_relu_new_image (Activatio (None, 38, 38, 1024) 0 res4f_new_image[0][0]
__________________________________________________________________________________________________
res5a_branch2a (Conv2D) (None, 19, 19, 512) 524288 res4f_relu[0][0]
__________________________________________________________________________________________________
res5a_branch2a_new_image (Conv2 (None, 19, 19, 512) 524288 res4f_relu_new_image[0][0]
__________________________________________________________________________________________________
bn5a_branch2a (BatchNormalizati (None, 19, 19, 512) 2048 res5a_branch2a[0][0]
__________________________________________________________________________________________________
bn5a_branch2a_new_image (BatchN (None, 19, 19, 512) 2048 res5a_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res5a_branch2a_relu (Activation (None, 19, 19, 512) 0 bn5a_branch2a[0][0]
__________________________________________________________________________________________________
res5a_branch2a_relu_new_image ( (None, 19, 19, 512) 0 bn5a_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding5a_branch2b (ZeroPadding (None, 21, 21, 512) 0 res5a_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding5a_branch2b_new_image (Z (None, 21, 21, 512) 0 res5a_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res5a_branch2b (Conv2D) (None, 19, 19, 512) 2359296 padding5a_branch2b[0][0]
__________________________________________________________________________________________________
res5a_branch2b_new_image (Conv2 (None, 19, 19, 512) 2359296 padding5a_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn5a_branch2b (BatchNormalizati (None, 19, 19, 512) 2048 res5a_branch2b[0][0]
__________________________________________________________________________________________________
bn5a_branch2b_new_image (BatchN (None, 19, 19, 512) 2048 res5a_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res5a_branch2b_relu (Activation (None, 19, 19, 512) 0 bn5a_branch2b[0][0]
__________________________________________________________________________________________________
res5a_branch2b_relu_new_image ( (None, 19, 19, 512) 0 bn5a_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res5a_branch2c (Conv2D) (None, 19, 19, 2048) 1048576 res5a_branch2b_relu[0][0]
__________________________________________________________________________________________________
res5a_branch1 (Conv2D) (None, 19, 19, 2048) 2097152 res4f_relu[0][0]
__________________________________________________________________________________________________
res5a_branch2c_new_image (Conv2 (None, 19, 19, 2048) 1048576 res5a_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
res5a_branch1_new_image (Conv2D (None, 19, 19, 2048) 2097152 res4f_relu_new_image[0][0]
__________________________________________________________________________________________________
bn5a_branch2c (BatchNormalizati (None, 19, 19, 2048) 8192 res5a_branch2c[0][0]
__________________________________________________________________________________________________
bn5a_branch1 (BatchNormalizatio (None, 19, 19, 2048) 8192 res5a_branch1[0][0]
__________________________________________________________________________________________________
bn5a_branch2c_new_image (BatchN (None, 19, 19, 2048) 8192 res5a_branch2c_new_image[0][0]
__________________________________________________________________________________________________
bn5a_branch1_new_image (BatchNo (None, 19, 19, 2048) 8192 res5a_branch1_new_image[0][0]
__________________________________________________________________________________________________
res5a (Add) (None, 19, 19, 2048) 0 bn5a_branch2c[0][0]
bn5a_branch1[0][0]
__________________________________________________________________________________________________
res5a_new_image (Add) (None, 19, 19, 2048) 0 bn5a_branch2c_new_image[0][0]
bn5a_branch1_new_image[0][0]
__________________________________________________________________________________________________
res5a_relu (Activation) (None, 19, 19, 2048) 0 res5a[0][0]
__________________________________________________________________________________________________
res5a_relu_new_image (Activatio (None, 19, 19, 2048) 0 res5a_new_image[0][0]
__________________________________________________________________________________________________
res5b_branch2a (Conv2D) (None, 19, 19, 512) 1048576 res5a_relu[0][0]
__________________________________________________________________________________________________
res5b_branch2a_new_image (Conv2 (None, 19, 19, 512) 1048576 res5a_relu_new_image[0][0]
__________________________________________________________________________________________________
bn5b_branch2a (BatchNormalizati (None, 19, 19, 512) 2048 res5b_branch2a[0][0]
__________________________________________________________________________________________________
bn5b_branch2a_new_image (BatchN (None, 19, 19, 512) 2048 res5b_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res5b_branch2a_relu (Activation (None, 19, 19, 512) 0 bn5b_branch2a[0][0]
__________________________________________________________________________________________________
res5b_branch2a_relu_new_image ( (None, 19, 19, 512) 0 bn5b_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding5b_branch2b (ZeroPadding (None, 21, 21, 512) 0 res5b_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding5b_branch2b_new_image (Z (None, 21, 21, 512) 0 res5b_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res5b_branch2b (Conv2D) (None, 19, 19, 512) 2359296 padding5b_branch2b[0][0]
__________________________________________________________________________________________________
res5b_branch2b_new_image (Conv2 (None, 19, 19, 512) 2359296 padding5b_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn5b_branch2b (BatchNormalizati (None, 19, 19, 512) 2048 res5b_branch2b[0][0]
__________________________________________________________________________________________________
bn5b_branch2b_new_image (BatchN (None, 19, 19, 512) 2048 res5b_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res5b_branch2b_relu (Activation (None, 19, 19, 512) 0 bn5b_branch2b[0][0]
__________________________________________________________________________________________________
res5b_branch2b_relu_new_image ( (None, 19, 19, 512) 0 bn5b_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res5b_branch2c (Conv2D) (None, 19, 19, 2048) 1048576 res5b_branch2b_relu[0][0]
__________________________________________________________________________________________________
res5b_branch2c_new_image (Conv2 (None, 19, 19, 2048) 1048576 res5b_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
bn5b_branch2c (BatchNormalizati (None, 19, 19, 2048) 8192 res5b_branch2c[0][0]
__________________________________________________________________________________________________
bn5b_branch2c_new_image (BatchN (None, 19, 19, 2048) 8192 res5b_branch2c_new_image[0][0]
__________________________________________________________________________________________________
res5b (Add) (None, 19, 19, 2048) 0 bn5b_branch2c[0][0]
res5a_relu[0][0]
__________________________________________________________________________________________________
res5b_new_image (Add) (None, 19, 19, 2048) 0 bn5b_branch2c_new_image[0][0]
res5a_relu_new_image[0][0]
__________________________________________________________________________________________________
res5b_relu (Activation) (None, 19, 19, 2048) 0 res5b[0][0]
__________________________________________________________________________________________________
res5b_relu_new_image (Activatio (None, 19, 19, 2048) 0 res5b_new_image[0][0]
__________________________________________________________________________________________________
res5c_branch2a (Conv2D) (None, 19, 19, 512) 1048576 res5b_relu[0][0]
__________________________________________________________________________________________________
res5c_branch2a_new_image (Conv2 (None, 19, 19, 512) 1048576 res5b_relu_new_image[0][0]
__________________________________________________________________________________________________
bn5c_branch2a (BatchNormalizati (None, 19, 19, 512) 2048 res5c_branch2a[0][0]
__________________________________________________________________________________________________
bn5c_branch2a_new_image (BatchN (None, 19, 19, 512) 2048 res5c_branch2a_new_image[0][0]
__________________________________________________________________________________________________
res5c_branch2a_relu (Activation (None, 19, 19, 512) 0 bn5c_branch2a[0][0]
__________________________________________________________________________________________________
res5c_branch2a_relu_new_image ( (None, 19, 19, 512) 0 bn5c_branch2a_new_image[0][0]
__________________________________________________________________________________________________
padding5c_branch2b (ZeroPadding (None, 21, 21, 512) 0 res5c_branch2a_relu[0][0]
__________________________________________________________________________________________________
padding5c_branch2b_new_image (Z (None, 21, 21, 512) 0 res5c_branch2a_relu_new_image[0][
__________________________________________________________________________________________________
res5c_branch2b (Conv2D) (None, 19, 19, 512) 2359296 padding5c_branch2b[0][0]
__________________________________________________________________________________________________
res5c_branch2b_new_image (Conv2 (None, 19, 19, 512) 2359296 padding5c_branch2b_new_image[0][0
__________________________________________________________________________________________________
bn5c_branch2b (BatchNormalizati (None, 19, 19, 512) 2048 res5c_branch2b[0][0]
__________________________________________________________________________________________________
bn5c_branch2b_new_image (BatchN (None, 19, 19, 512) 2048 res5c_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res5c_branch2b_relu (Activation (None, 19, 19, 512) 0 bn5c_branch2b[0][0]
__________________________________________________________________________________________________
res5c_branch2b_relu_new_image ( (None, 19, 19, 512) 0 bn5c_branch2b_new_image[0][0]
__________________________________________________________________________________________________
res5c_branch2c (Conv2D) (None, 19, 19, 2048) 1048576 res5c_branch2b_relu[0][0]
__________________________________________________________________________________________________
res5c_branch2c_new_image (Conv2 (None, 19, 19, 2048) 1048576 res5c_branch2b_relu_new_image[0][
__________________________________________________________________________________________________
bn5c_branch2c (BatchNormalizati (None, 19, 19, 2048) 8192 res5c_branch2c[0][0]
__________________________________________________________________________________________________
bn5c_branch2c_new_image (BatchN (None, 19, 19, 2048) 8192 res5c_branch2c_new_image[0][0]
__________________________________________________________________________________________________
res5c (Add) (None, 19, 19, 2048) 0 bn5c_branch2c[0][0]
res5b_relu[0][0]
__________________________________________________________________________________________________
res5c_new_image (Add) (None, 19, 19, 2048) 0 bn5c_branch2c_new_image[0][0]
res5b_relu_new_image[0][0]
__________________________________________________________________________________________________
res5c_relu (Activation) (None, 19, 19, 2048) 0 res5c[0][0]
__________________________________________________________________________________________________
res5c_relu_new_image (Activatio (None, 19, 19, 2048) 0 res5c_new_image[0][0]
__________________________________________________________________________________________________
concatenate_5 (Concatenate) (None, 19, 19, 4096) 0 res5c_relu[0][0]
res5c_relu_new_image[0][0]
__________________________________________________________________________________________________
C5_reduced (Conv2D) (None, 19, 19, 256) 1048832 concatenate_5[0][0]
__________________________________________________________________________________________________
concatenate_4 (Concatenate) (None, 38, 38, 2048) 0 res4f_relu[0][0]
res4f_relu_new_image[0][0]
__________________________________________________________________________________________________
P5_upsampled (UpsampleLike) (None, 38, 38, 256) 0 C5_reduced[0][0]
concatenate_4[0][0]
__________________________________________________________________________________________________
C4_reduced (Conv2D) (None, 38, 38, 256) 524544 concatenate_4[0][0]
__________________________________________________________________________________________________
P4_merged (Add) (None, 38, 38, 256) 0 P5_upsampled[0][0]
C4_reduced[0][0]
__________________________________________________________________________________________________
concatenate_3 (Concatenate) (None, 76, 76, 1024) 0 res3d_relu[0][0]
res3d_relu_new_image[0][0]
__________________________________________________________________________________________________
P4_upsampled (UpsampleLike) (None, 76, 76, 256) 0 P4_merged[0][0]
concatenate_3[0][0]
__________________________________________________________________________________________________
C3_reduced (Conv2D) (None, 76, 76, 256) 262400 concatenate_3[0][0]
__________________________________________________________________________________________________
P6 (Conv2D) (None, 10, 10, 256) 9437440 concatenate_5[0][0]
__________________________________________________________________________________________________
P3_merged (Add) (None, 76, 76, 256) 0 P4_upsampled[0][0]
C3_reduced[0][0]
__________________________________________________________________________________________________
C6_relu (Activation) (None, 10, 10, 256) 0 P6[0][0]
__________________________________________________________________________________________________
P3 (Conv2D) (None, 76, 76, 256) 590080 P3_merged[0][0]
__________________________________________________________________________________________________
P4 (Conv2D) (None, 38, 38, 256) 590080 P4_merged[0][0]
__________________________________________________________________________________________________
P5 (Conv2D) (None, 19, 19, 256) 590080 C5_reduced[0][0]
__________________________________________________________________________________________________
P7 (Conv2D) (None, 5, 5, 256) 590080 C6_relu[0][0]
__________________________________________________________________________________________________
anchors_0 (Anchors) (None, 51984, 4) 0 P3[0][0]
__________________________________________________________________________________________________
anchors_1 (Anchors) (None, 12996, 4) 0 P4[0][0]
__________________________________________________________________________________________________
anchors_2 (Anchors) (None, 3249, 4) 0 P5[0][0]
__________________________________________________________________________________________________
anchors_3 (Anchors) (None, 900, 4) 0 P6[0][0]
__________________________________________________________________________________________________
anchors_4 (Anchors) (None, 225, 4) 0 P7[0][0]
__________________________________________________________________________________________________
regression_submodel (Model) multiple 2443300 P3[0][0]
P4[0][0]
P5[0][0]
P6[0][0]
P7[0][0]
__________________________________________________________________________________________________
anchors (Concatenate) (None, 69354, 4) 0 anchors_0[0][0]
anchors_1[0][0]
anchors_2[0][0]
anchors_3[0][0]
anchors_4[0][0]
__________________________________________________________________________________________________
regression (Concatenate) (None, 69354, 4) 0 regression_submodel[1][0]
regression_submodel[2][0]
regression_submodel[3][0]
regression_submodel[4][0]
regression_submodel[5][0]
__________________________________________________________________________________________________
boxes (RegressBoxes) (None, 69354, 4) 0 anchors[0][0]
regression[0][0]
__________________________________________________________________________________________________
classification_submodel (Model) multiple 2401810 P3[0][0]
P4[0][0]
P5[0][0]
P6[0][0]
P7[0][0]
__________________________________________________________________________________________________
clipped_boxes (ClipBoxes) (None, 69354, 4) 0 input_1[0][0]
boxes[0][0]
__________________________________________________________________________________________________
classification (Concatenate) (None, 69354, 2) 0 classification_submodel[1][0]
classification_submodel[2][0]
classification_submodel[3][0]
classification_submodel[4][0]
classification_submodel[5][0]
__________________________________________________________________________________________________
filtered_detections (FilterDete [(None, 300, 4), (No 0 clipped_boxes[0][0]
classification[0][0]
==================================================================================================
Total params: 65,643,687
Trainable params: 65,431,719
Non-trainable params: 211,968
__________________________________________________________________________________________________