Joseph Redmon
2015-11-30 e7d43fd65ddc476469ee8d24140835c1e0159fa6
cfg/darknet.cfg
@@ -1,13 +1,17 @@
[net]
batch=128
subdivisions=32
subdivisions=1
height=256
width=256
channels=3
learning_rate=0.01
momentum=0.9
decay=0.0005
learning_rate=0.1
policy=poly
power=4
max_batches=500000
[crop]
crop_height=224
crop_width=224
@@ -17,6 +21,7 @@
exposure=1
[convolutional]
batch_normalize=1
filters=16
size=3
stride=1
@@ -24,10 +29,11 @@
activation=leaky
[maxpool]
stride=2
size=2
stride=2
[convolutional]
batch_normalize=1
filters=32
size=3
stride=1
@@ -35,10 +41,11 @@
activation=leaky
[maxpool]
stride=2
size=2
stride=2
[convolutional]
batch_normalize=1
filters=64
size=3
stride=1
@@ -46,10 +53,11 @@
activation=leaky
[maxpool]
stride=2
size=2
stride=2
[convolutional]
batch_normalize=1
filters=128
size=3
stride=1
@@ -57,10 +65,11 @@
activation=leaky
[maxpool]
stride=2
size=2
stride=2
[convolutional]
batch_normalize=1
filters=256
size=3
stride=1
@@ -68,10 +77,11 @@
activation=leaky
[maxpool]
stride=2
size=2
stride=2
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -79,10 +89,11 @@
activation=leaky
[maxpool]
stride=2
size=2
stride=2
[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
@@ -99,6 +110,7 @@
activation=leaky
[softmax]
groups=1
[cost]
type=sse