Joseph Redmon
2016-08-11 aebe937710ced03d03f73ab23f410f29685655c1
cfg/yolo.cfg
@@ -1,13 +1,13 @@
[net]
batch=64
subdivisions=64
subdivisions=2
height=448
width=448
channels=3
momentum=0.9
decay=0.0005
learning_rate=0.001
learning_rate=0.0005
policy=steps
steps=200,400,600,20000,30000
scales=2.5,2,2,.1,.1
@@ -20,8 +20,10 @@
angle=0
saturation = 1.5
exposure = 1.5
noadjust=1
[convolutional]
batch_normalize=1
filters=64
size=7
stride=2
@@ -33,6 +35,7 @@
stride=2
[convolutional]
batch_normalize=1
filters=192
size=3
stride=1
@@ -44,6 +47,7 @@
stride=2
[convolutional]
batch_normalize=1
filters=128
size=1
stride=1
@@ -51,6 +55,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=3
stride=1
@@ -58,6 +63,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -65,6 +71,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -76,6 +83,7 @@
stride=2
[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -83,6 +91,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -90,6 +99,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -97,6 +107,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -104,6 +115,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -111,6 +123,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -118,6 +131,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -125,6 +139,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -132,6 +147,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=1
stride=1
@@ -139,6 +155,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
@@ -150,6 +167,7 @@
stride=2
[convolutional]
batch_normalize=1
filters=512
size=1
stride=1
@@ -157,6 +175,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
@@ -164,6 +183,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=512
size=1
stride=1
@@ -171,6 +191,7 @@
activation=leaky
[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
@@ -180,6 +201,7 @@
#######
[convolutional]
batch_normalize=1
size=3
stride=1
pad=1
@@ -187,6 +209,7 @@
activation=leaky
[convolutional]
batch_normalize=1
size=3
stride=2
pad=1
@@ -194,6 +217,7 @@
activation=leaky
[convolutional]
batch_normalize=1
size=3
stride=1
pad=1
@@ -201,21 +225,25 @@
activation=leaky
[convolutional]
batch_normalize=1
size=3
stride=1
pad=1
filters=1024
activation=leaky
[connected]
output=4096
[local]
size=3
stride=1
pad=1
filters=256
activation=leaky
[dropout]
probability=.5
[connected]
output= 1470
output= 1715
activation=linear
[detection]
@@ -223,7 +251,7 @@
coords=4
rescore=1
side=7
num=2
num=3
softmax=0
sqrt=1
jitter=.2