Joseph Redmon
2016-08-05 845ab7579685b6702c92c1088ec11e71bde51f3c
cfg/darknet.cfg
@@ -1,22 +1,20 @@
[net]
batch=128
subdivisions=1
height=256
width=256
height=224
width=224
channels=3
learning_rate=0.01
momentum=0.9
decay=0.0005
max_crop=320
[crop]
crop_height=224
crop_width=224
flip=1
angle=0
saturation=1
exposure=1
learning_rate=0.1
policy=poly
power=4
max_batches=1600000
[convolutional]
batch_normalize=1
filters=16
size=3
stride=1
@@ -24,10 +22,11 @@
activation=leaky
[maxpool]
stride=2
size=2
stride=2
[convolutional]
batch_normalize=1
filters=32
size=3
stride=1
@@ -35,10 +34,11 @@
activation=leaky
[maxpool]
stride=2
size=2
stride=2
[convolutional]
batch_normalize=1
filters=64
size=3
stride=1
@@ -46,10 +46,11 @@
activation=leaky
[maxpool]
stride=2
size=2
stride=2
[convolutional]
batch_normalize=1
filters=128
size=3
stride=1
@@ -57,10 +58,11 @@
activation=leaky
[maxpool]
stride=2
size=2
stride=2
[convolutional]
batch_normalize=1
filters=256
size=3
stride=1
@@ -68,10 +70,11 @@
activation=leaky
[maxpool]
stride=2
size=2
stride=2
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -79,26 +82,28 @@
activation=leaky
[maxpool]
stride=2
size=2
stride=2
[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
pad=1
activation=leaky
[avgpool]
[dropout]
probability=.5
[connected]
output=1000
[convolutional]
filters=1000
size=1
stride=1
pad=1
activation=leaky
[avgpool]
[softmax]
groups=1
[cost]
type=sse