+++ /dev/null
-name: "MobileNet-SSD"
-input: "data"
-input_shape {
- dim: 1
- dim: 3
- dim: 300
- dim: 300
-}
-layer {
- name: "conv0"
- type: "Convolution"
- bottom: "data"
- top: "conv0"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 32
- pad: 1
- kernel_size: 3
- stride: 2
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv0/relu"
- type: "ReLU"
- bottom: "conv0"
- top: "conv0"
-}
-layer {
- name: "conv1/dw"
- type: "Convolution"
- bottom: "conv0"
- top: "conv1/dw"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 32
- pad: 1
- kernel_size: 3
- group: 32
- engine: CAFFE
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv1/dw/relu"
- type: "ReLU"
- bottom: "conv1/dw"
- top: "conv1/dw"
-}
-layer {
- name: "conv1"
- type: "Convolution"
- bottom: "conv1/dw"
- top: "conv1"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 64
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv1/relu"
- type: "ReLU"
- bottom: "conv1"
- top: "conv1"
-}
-layer {
- name: "conv2/dw"
- type: "Convolution"
- bottom: "conv1"
- top: "conv2/dw"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 64
- pad: 1
- kernel_size: 3
- stride: 2
- group: 64
- engine: CAFFE
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv2/dw/relu"
- type: "ReLU"
- bottom: "conv2/dw"
- top: "conv2/dw"
-}
-layer {
- name: "conv2"
- type: "Convolution"
- bottom: "conv2/dw"
- top: "conv2"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 128
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv2/relu"
- type: "ReLU"
- bottom: "conv2"
- top: "conv2"
-}
-layer {
- name: "conv3/dw"
- type: "Convolution"
- bottom: "conv2"
- top: "conv3/dw"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 128
- pad: 1
- kernel_size: 3
- group: 128
- engine: CAFFE
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv3/dw/relu"
- type: "ReLU"
- bottom: "conv3/dw"
- top: "conv3/dw"
-}
-layer {
- name: "conv3"
- type: "Convolution"
- bottom: "conv3/dw"
- top: "conv3"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 128
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv3/relu"
- type: "ReLU"
- bottom: "conv3"
- top: "conv3"
-}
-layer {
- name: "conv4/dw"
- type: "Convolution"
- bottom: "conv3"
- top: "conv4/dw"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 128
- pad: 1
- kernel_size: 3
- stride: 2
- group: 128
- engine: CAFFE
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv4/dw/relu"
- type: "ReLU"
- bottom: "conv4/dw"
- top: "conv4/dw"
-}
-layer {
- name: "conv4"
- type: "Convolution"
- bottom: "conv4/dw"
- top: "conv4"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 256
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv4/relu"
- type: "ReLU"
- bottom: "conv4"
- top: "conv4"
-}
-layer {
- name: "conv5/dw"
- type: "Convolution"
- bottom: "conv4"
- top: "conv5/dw"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 256
- pad: 1
- kernel_size: 3
- group: 256
- engine: CAFFE
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv5/dw/relu"
- type: "ReLU"
- bottom: "conv5/dw"
- top: "conv5/dw"
-}
-layer {
- name: "conv5"
- type: "Convolution"
- bottom: "conv5/dw"
- top: "conv5"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 256
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv5/relu"
- type: "ReLU"
- bottom: "conv5"
- top: "conv5"
-}
-layer {
- name: "conv6/dw"
- type: "Convolution"
- bottom: "conv5"
- top: "conv6/dw"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 256
- pad: 1
- kernel_size: 3
- stride: 2
- group: 256
- engine: CAFFE
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv6/dw/relu"
- type: "ReLU"
- bottom: "conv6/dw"
- top: "conv6/dw"
-}
-layer {
- name: "conv6"
- type: "Convolution"
- bottom: "conv6/dw"
- top: "conv6"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 512
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv6/relu"
- type: "ReLU"
- bottom: "conv6"
- top: "conv6"
-}
-layer {
- name: "conv7/dw"
- type: "Convolution"
- bottom: "conv6"
- top: "conv7/dw"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 512
- pad: 1
- kernel_size: 3
- group: 512
- engine: CAFFE
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv7/dw/relu"
- type: "ReLU"
- bottom: "conv7/dw"
- top: "conv7/dw"
-}
-layer {
- name: "conv7"
- type: "Convolution"
- bottom: "conv7/dw"
- top: "conv7"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 512
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv7/relu"
- type: "ReLU"
- bottom: "conv7"
- top: "conv7"
-}
-layer {
- name: "conv8/dw"
- type: "Convolution"
- bottom: "conv7"
- top: "conv8/dw"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 512
- pad: 1
- kernel_size: 3
- group: 512
- engine: CAFFE
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv8/dw/relu"
- type: "ReLU"
- bottom: "conv8/dw"
- top: "conv8/dw"
-}
-layer {
- name: "conv8"
- type: "Convolution"
- bottom: "conv8/dw"
- top: "conv8"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 512
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv8/relu"
- type: "ReLU"
- bottom: "conv8"
- top: "conv8"
-}
-layer {
- name: "conv9/dw"
- type: "Convolution"
- bottom: "conv8"
- top: "conv9/dw"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 512
- pad: 1
- kernel_size: 3
- group: 512
- engine: CAFFE
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv9/dw/relu"
- type: "ReLU"
- bottom: "conv9/dw"
- top: "conv9/dw"
-}
-layer {
- name: "conv9"
- type: "Convolution"
- bottom: "conv9/dw"
- top: "conv9"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 512
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv9/relu"
- type: "ReLU"
- bottom: "conv9"
- top: "conv9"
-}
-layer {
- name: "conv10/dw"
- type: "Convolution"
- bottom: "conv9"
- top: "conv10/dw"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 512
- pad: 1
- kernel_size: 3
- group: 512
- engine: CAFFE
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv10/dw/relu"
- type: "ReLU"
- bottom: "conv10/dw"
- top: "conv10/dw"
-}
-layer {
- name: "conv10"
- type: "Convolution"
- bottom: "conv10/dw"
- top: "conv10"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 512
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv10/relu"
- type: "ReLU"
- bottom: "conv10"
- top: "conv10"
-}
-layer {
- name: "conv11/dw"
- type: "Convolution"
- bottom: "conv10"
- top: "conv11/dw"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 512
- pad: 1
- kernel_size: 3
- group: 512
- engine: CAFFE
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv11/dw/relu"
- type: "ReLU"
- bottom: "conv11/dw"
- top: "conv11/dw"
-}
-layer {
- name: "conv11"
- type: "Convolution"
- bottom: "conv11/dw"
- top: "conv11"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 512
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv11/relu"
- type: "ReLU"
- bottom: "conv11"
- top: "conv11"
-}
-layer {
- name: "conv12/dw"
- type: "Convolution"
- bottom: "conv11"
- top: "conv12/dw"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 512
- pad: 1
- kernel_size: 3
- stride: 2
- group: 512
- engine: CAFFE
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv12/dw/relu"
- type: "ReLU"
- bottom: "conv12/dw"
- top: "conv12/dw"
-}
-layer {
- name: "conv12"
- type: "Convolution"
- bottom: "conv12/dw"
- top: "conv12"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 1024
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv12/relu"
- type: "ReLU"
- bottom: "conv12"
- top: "conv12"
-}
-layer {
- name: "conv13/dw"
- type: "Convolution"
- bottom: "conv12"
- top: "conv13/dw"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 1024
- pad: 1
- kernel_size: 3
- group: 1024
- engine: CAFFE
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv13/dw/relu"
- type: "ReLU"
- bottom: "conv13/dw"
- top: "conv13/dw"
-}
-layer {
- name: "conv13"
- type: "Convolution"
- bottom: "conv13/dw"
- top: "conv13"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 1024
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv13/relu"
- type: "ReLU"
- bottom: "conv13"
- top: "conv13"
-}
-layer {
- name: "conv14_1"
- type: "Convolution"
- bottom: "conv13"
- top: "conv14_1"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 256
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv14_1/relu"
- type: "ReLU"
- bottom: "conv14_1"
- top: "conv14_1"
-}
-layer {
- name: "conv14_2"
- type: "Convolution"
- bottom: "conv14_1"
- top: "conv14_2"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 512
- pad: 1
- kernel_size: 3
- stride: 2
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv14_2/relu"
- type: "ReLU"
- bottom: "conv14_2"
- top: "conv14_2"
-}
-layer {
- name: "conv15_1"
- type: "Convolution"
- bottom: "conv14_2"
- top: "conv15_1"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 128
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv15_1/relu"
- type: "ReLU"
- bottom: "conv15_1"
- top: "conv15_1"
-}
-layer {
- name: "conv15_2"
- type: "Convolution"
- bottom: "conv15_1"
- top: "conv15_2"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 256
- pad: 1
- kernel_size: 3
- stride: 2
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv15_2/relu"
- type: "ReLU"
- bottom: "conv15_2"
- top: "conv15_2"
-}
-layer {
- name: "conv16_1"
- type: "Convolution"
- bottom: "conv15_2"
- top: "conv16_1"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 128
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv16_1/relu"
- type: "ReLU"
- bottom: "conv16_1"
- top: "conv16_1"
-}
-layer {
- name: "conv16_2"
- type: "Convolution"
- bottom: "conv16_1"
- top: "conv16_2"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 256
- pad: 1
- kernel_size: 3
- stride: 2
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv16_2/relu"
- type: "ReLU"
- bottom: "conv16_2"
- top: "conv16_2"
-}
-layer {
- name: "conv17_1"
- type: "Convolution"
- bottom: "conv16_2"
- top: "conv17_1"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 64
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv17_1/relu"
- type: "ReLU"
- bottom: "conv17_1"
- top: "conv17_1"
-}
-layer {
- name: "conv17_2"
- type: "Convolution"
- bottom: "conv17_1"
- top: "conv17_2"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 128
- pad: 1
- kernel_size: 3
- stride: 2
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv17_2/relu"
- type: "ReLU"
- bottom: "conv17_2"
- top: "conv17_2"
-}
-layer {
- name: "conv11_mbox_loc"
- type: "Convolution"
- bottom: "conv11"
- top: "conv11_mbox_loc"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 12
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv11_mbox_loc_perm"
- type: "Permute"
- bottom: "conv11_mbox_loc"
- top: "conv11_mbox_loc_perm"
- permute_param {
- order: 0
- order: 2
- order: 3
- order: 1
- }
-}
-layer {
- name: "conv11_mbox_loc_flat"
- type: "Flatten"
- bottom: "conv11_mbox_loc_perm"
- top: "conv11_mbox_loc_flat"
- flatten_param {
- axis: 1
- }
-}
-layer {
- name: "conv11_mbox_conf"
- type: "Convolution"
- bottom: "conv11"
- top: "conv11_mbox_conf"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 63
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv11_mbox_conf_perm"
- type: "Permute"
- bottom: "conv11_mbox_conf"
- top: "conv11_mbox_conf_perm"
- permute_param {
- order: 0
- order: 2
- order: 3
- order: 1
- }
-}
-layer {
- name: "conv11_mbox_conf_flat"
- type: "Flatten"
- bottom: "conv11_mbox_conf_perm"
- top: "conv11_mbox_conf_flat"
- flatten_param {
- axis: 1
- }
-}
-layer {
- name: "conv11_mbox_priorbox"
- type: "PriorBox"
- bottom: "conv11"
- bottom: "data"
- top: "conv11_mbox_priorbox"
- prior_box_param {
- min_size: 60.0
- aspect_ratio: 2.0
- flip: true
- clip: false
- variance: 0.1
- variance: 0.1
- variance: 0.2
- variance: 0.2
- offset: 0.5
- }
-}
-layer {
- name: "conv13_mbox_loc"
- type: "Convolution"
- bottom: "conv13"
- top: "conv13_mbox_loc"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 24
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv13_mbox_loc_perm"
- type: "Permute"
- bottom: "conv13_mbox_loc"
- top: "conv13_mbox_loc_perm"
- permute_param {
- order: 0
- order: 2
- order: 3
- order: 1
- }
-}
-layer {
- name: "conv13_mbox_loc_flat"
- type: "Flatten"
- bottom: "conv13_mbox_loc_perm"
- top: "conv13_mbox_loc_flat"
- flatten_param {
- axis: 1
- }
-}
-layer {
- name: "conv13_mbox_conf"
- type: "Convolution"
- bottom: "conv13"
- top: "conv13_mbox_conf"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 126
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv13_mbox_conf_perm"
- type: "Permute"
- bottom: "conv13_mbox_conf"
- top: "conv13_mbox_conf_perm"
- permute_param {
- order: 0
- order: 2
- order: 3
- order: 1
- }
-}
-layer {
- name: "conv13_mbox_conf_flat"
- type: "Flatten"
- bottom: "conv13_mbox_conf_perm"
- top: "conv13_mbox_conf_flat"
- flatten_param {
- axis: 1
- }
-}
-layer {
- name: "conv13_mbox_priorbox"
- type: "PriorBox"
- bottom: "conv13"
- bottom: "data"
- top: "conv13_mbox_priorbox"
- prior_box_param {
- min_size: 105.0
- max_size: 150.0
- aspect_ratio: 2.0
- aspect_ratio: 3.0
- flip: true
- clip: false
- variance: 0.1
- variance: 0.1
- variance: 0.2
- variance: 0.2
- offset: 0.5
- }
-}
-layer {
- name: "conv14_2_mbox_loc"
- type: "Convolution"
- bottom: "conv14_2"
- top: "conv14_2_mbox_loc"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 24
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv14_2_mbox_loc_perm"
- type: "Permute"
- bottom: "conv14_2_mbox_loc"
- top: "conv14_2_mbox_loc_perm"
- permute_param {
- order: 0
- order: 2
- order: 3
- order: 1
- }
-}
-layer {
- name: "conv14_2_mbox_loc_flat"
- type: "Flatten"
- bottom: "conv14_2_mbox_loc_perm"
- top: "conv14_2_mbox_loc_flat"
- flatten_param {
- axis: 1
- }
-}
-layer {
- name: "conv14_2_mbox_conf"
- type: "Convolution"
- bottom: "conv14_2"
- top: "conv14_2_mbox_conf"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 126
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv14_2_mbox_conf_perm"
- type: "Permute"
- bottom: "conv14_2_mbox_conf"
- top: "conv14_2_mbox_conf_perm"
- permute_param {
- order: 0
- order: 2
- order: 3
- order: 1
- }
-}
-layer {
- name: "conv14_2_mbox_conf_flat"
- type: "Flatten"
- bottom: "conv14_2_mbox_conf_perm"
- top: "conv14_2_mbox_conf_flat"
- flatten_param {
- axis: 1
- }
-}
-layer {
- name: "conv14_2_mbox_priorbox"
- type: "PriorBox"
- bottom: "conv14_2"
- bottom: "data"
- top: "conv14_2_mbox_priorbox"
- prior_box_param {
- min_size: 150.0
- max_size: 195.0
- aspect_ratio: 2.0
- aspect_ratio: 3.0
- flip: true
- clip: false
- variance: 0.1
- variance: 0.1
- variance: 0.2
- variance: 0.2
- offset: 0.5
- }
-}
-layer {
- name: "conv15_2_mbox_loc"
- type: "Convolution"
- bottom: "conv15_2"
- top: "conv15_2_mbox_loc"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 24
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv15_2_mbox_loc_perm"
- type: "Permute"
- bottom: "conv15_2_mbox_loc"
- top: "conv15_2_mbox_loc_perm"
- permute_param {
- order: 0
- order: 2
- order: 3
- order: 1
- }
-}
-layer {
- name: "conv15_2_mbox_loc_flat"
- type: "Flatten"
- bottom: "conv15_2_mbox_loc_perm"
- top: "conv15_2_mbox_loc_flat"
- flatten_param {
- axis: 1
- }
-}
-layer {
- name: "conv15_2_mbox_conf"
- type: "Convolution"
- bottom: "conv15_2"
- top: "conv15_2_mbox_conf"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 126
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv15_2_mbox_conf_perm"
- type: "Permute"
- bottom: "conv15_2_mbox_conf"
- top: "conv15_2_mbox_conf_perm"
- permute_param {
- order: 0
- order: 2
- order: 3
- order: 1
- }
-}
-layer {
- name: "conv15_2_mbox_conf_flat"
- type: "Flatten"
- bottom: "conv15_2_mbox_conf_perm"
- top: "conv15_2_mbox_conf_flat"
- flatten_param {
- axis: 1
- }
-}
-layer {
- name: "conv15_2_mbox_priorbox"
- type: "PriorBox"
- bottom: "conv15_2"
- bottom: "data"
- top: "conv15_2_mbox_priorbox"
- prior_box_param {
- min_size: 195.0
- max_size: 240.0
- aspect_ratio: 2.0
- aspect_ratio: 3.0
- flip: true
- clip: false
- variance: 0.1
- variance: 0.1
- variance: 0.2
- variance: 0.2
- offset: 0.5
- }
-}
-layer {
- name: "conv16_2_mbox_loc"
- type: "Convolution"
- bottom: "conv16_2"
- top: "conv16_2_mbox_loc"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 24
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv16_2_mbox_loc_perm"
- type: "Permute"
- bottom: "conv16_2_mbox_loc"
- top: "conv16_2_mbox_loc_perm"
- permute_param {
- order: 0
- order: 2
- order: 3
- order: 1
- }
-}
-layer {
- name: "conv16_2_mbox_loc_flat"
- type: "Flatten"
- bottom: "conv16_2_mbox_loc_perm"
- top: "conv16_2_mbox_loc_flat"
- flatten_param {
- axis: 1
- }
-}
-layer {
- name: "conv16_2_mbox_conf"
- type: "Convolution"
- bottom: "conv16_2"
- top: "conv16_2_mbox_conf"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 126
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv16_2_mbox_conf_perm"
- type: "Permute"
- bottom: "conv16_2_mbox_conf"
- top: "conv16_2_mbox_conf_perm"
- permute_param {
- order: 0
- order: 2
- order: 3
- order: 1
- }
-}
-layer {
- name: "conv16_2_mbox_conf_flat"
- type: "Flatten"
- bottom: "conv16_2_mbox_conf_perm"
- top: "conv16_2_mbox_conf_flat"
- flatten_param {
- axis: 1
- }
-}
-layer {
- name: "conv16_2_mbox_priorbox"
- type: "PriorBox"
- bottom: "conv16_2"
- bottom: "data"
- top: "conv16_2_mbox_priorbox"
- prior_box_param {
- min_size: 240.0
- max_size: 285.0
- aspect_ratio: 2.0
- aspect_ratio: 3.0
- flip: true
- clip: false
- variance: 0.1
- variance: 0.1
- variance: 0.2
- variance: 0.2
- offset: 0.5
- }
-}
-layer {
- name: "conv17_2_mbox_loc"
- type: "Convolution"
- bottom: "conv17_2"
- top: "conv17_2_mbox_loc"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 24
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv17_2_mbox_loc_perm"
- type: "Permute"
- bottom: "conv17_2_mbox_loc"
- top: "conv17_2_mbox_loc_perm"
- permute_param {
- order: 0
- order: 2
- order: 3
- order: 1
- }
-}
-layer {
- name: "conv17_2_mbox_loc_flat"
- type: "Flatten"
- bottom: "conv17_2_mbox_loc_perm"
- top: "conv17_2_mbox_loc_flat"
- flatten_param {
- axis: 1
- }
-}
-layer {
- name: "conv17_2_mbox_conf"
- type: "Convolution"
- bottom: "conv17_2"
- top: "conv17_2_mbox_conf"
- param {
- lr_mult: 1.0
- decay_mult: 1.0
- }
- param {
- lr_mult: 2.0
- decay_mult: 0.0
- }
- convolution_param {
- num_output: 126
- kernel_size: 1
- weight_filler {
- type: "msra"
- }
- bias_filler {
- type: "constant"
- value: 0.0
- }
- }
-}
-layer {
- name: "conv17_2_mbox_conf_perm"
- type: "Permute"
- bottom: "conv17_2_mbox_conf"
- top: "conv17_2_mbox_conf_perm"
- permute_param {
- order: 0
- order: 2
- order: 3
- order: 1
- }
-}
-layer {
- name: "conv17_2_mbox_conf_flat"
- type: "Flatten"
- bottom: "conv17_2_mbox_conf_perm"
- top: "conv17_2_mbox_conf_flat"
- flatten_param {
- axis: 1
- }
-}
-layer {
- name: "conv17_2_mbox_priorbox"
- type: "PriorBox"
- bottom: "conv17_2"
- bottom: "data"
- top: "conv17_2_mbox_priorbox"
- prior_box_param {
- min_size: 285.0
- max_size: 300.0
- aspect_ratio: 2.0
- aspect_ratio: 3.0
- flip: true
- clip: false
- variance: 0.1
- variance: 0.1
- variance: 0.2
- variance: 0.2
- offset: 0.5
- }
-}
-layer {
- name: "mbox_loc"
- type: "Concat"
- bottom: "conv11_mbox_loc_flat"
- bottom: "conv13_mbox_loc_flat"
- bottom: "conv14_2_mbox_loc_flat"
- bottom: "conv15_2_mbox_loc_flat"
- bottom: "conv16_2_mbox_loc_flat"
- bottom: "conv17_2_mbox_loc_flat"
- top: "mbox_loc"
- concat_param {
- axis: 1
- }
-}
-layer {
- name: "mbox_conf"
- type: "Concat"
- bottom: "conv11_mbox_conf_flat"
- bottom: "conv13_mbox_conf_flat"
- bottom: "conv14_2_mbox_conf_flat"
- bottom: "conv15_2_mbox_conf_flat"
- bottom: "conv16_2_mbox_conf_flat"
- bottom: "conv17_2_mbox_conf_flat"
- top: "mbox_conf"
- concat_param {
- axis: 1
- }
-}
-layer {
- name: "mbox_priorbox"
- type: "Concat"
- bottom: "conv11_mbox_priorbox"
- bottom: "conv13_mbox_priorbox"
- bottom: "conv14_2_mbox_priorbox"
- bottom: "conv15_2_mbox_priorbox"
- bottom: "conv16_2_mbox_priorbox"
- bottom: "conv17_2_mbox_priorbox"
- top: "mbox_priorbox"
- concat_param {
- axis: 2
- }
-}
-layer {
- name: "mbox_conf_reshape"
- type: "Reshape"
- bottom: "mbox_conf"
- top: "mbox_conf_reshape"
- reshape_param {
- shape {
- dim: 0
- dim: -1
- dim: 21
- }
- }
-}
-layer {
- name: "mbox_conf_softmax"
- type: "Softmax"
- bottom: "mbox_conf_reshape"
- top: "mbox_conf_softmax"
- softmax_param {
- axis: 2
- }
-}
-layer {
- name: "mbox_conf_flatten"
- type: "Flatten"
- bottom: "mbox_conf_softmax"
- top: "mbox_conf_flatten"
- flatten_param {
- axis: 1
- }
-}
-layer {
- name: "detection_out"
- type: "DetectionOutput"
- bottom: "mbox_loc"
- bottom: "mbox_conf_flatten"
- bottom: "mbox_priorbox"
- top: "detection_out"
- include {
- phase: TEST
- }
- detection_output_param {
- num_classes: 21
- share_location: true
- background_label_id: 0
- nms_param {
- nms_threshold: 0.45
- top_k: 100
- }
- code_type: CENTER_SIZE
- keep_top_k: 100
- confidence_threshold: 0.25
- }
-}
Code Review / ealt-edge.git / blobdiff