Edmond Yoo
2018-09-16 0dab894a5be9f7d10d85e89dea91d02c71bae84d
cfg/extraction.cfg
@@ -1,26 +1,20 @@
[net]
batch=128
subdivisions=1
height=256
width=256
height=224
width=224
max_crop=320
channels=3
momentum=0.9
decay=0.0005
learning_rate=0.5
learning_rate=0.1
policy=poly
power=6
max_batches=500000
[crop]
crop_height=224
crop_width=224
flip=1
saturation=1
exposure=1
angle=0
power=4
max_batches=1600000
[convolutional]
batch_normalize=1
filters=64
size=7
stride=2
@@ -32,6 +26,7 @@
stride=2
[convolutional]
batch_normalize=1
filters=192
size=3
stride=1
@@ -43,6 +38,7 @@
stride=2
[convolutional]
batch_normalize=1
filters=128
size=1
stride=1
@@ -50,6 +46,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=3
stride=1
@@ -57,6 +54,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -64,6 +62,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -75,6 +74,7 @@
stride=2
[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -82,6 +82,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -89,6 +90,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -96,6 +98,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -103,6 +106,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -110,6 +114,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -117,6 +122,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -124,6 +130,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -131,6 +138,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=1
stride=1
@@ -138,6 +146,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
@@ -149,6 +158,7 @@
stride=2
[convolutional]
batch_normalize=1
filters=512
size=1
stride=1
@@ -156,6 +166,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
@@ -163,6 +174,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=1
stride=1
@@ -170,18 +182,22 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
pad=1
activation=leaky
[convolutional]
filters=1000
size=1
stride=1
pad=1
activation=leaky
[avgpool]
[connected]
output=1000
activation=leaky
[softmax]
groups=1