updates and things

Joseph Redmon

2016-09-01 8f1b4e0962857d402f9d017fcbf387ef0eceb7c4

 cfg/yolo.cfg

@@ -6,14 +6,18 @@
channels=3
momentum=0.9
decay=0.0005
saturation=1.5
exposure=1.5
hue=.1

learning_rate=0.001
learning_rate=0.0005
policy=steps
steps=200,400,600,20000,30000
scales=2.5,2,2,.1,.1
max_batches = 40000

[convolutional]
batch_normalize=1
filters=64
size=7
stride=2
@@ -25,6 +29,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=192
size=3
stride=1
@@ -36,6 +41,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=128
size=1
stride=1
@@ -43,6 +49,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=256
size=3
stride=1
@@ -50,6 +57,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -57,6 +65,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -68,6 +77,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -75,6 +85,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -82,6 +93,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -89,6 +101,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -96,6 +109,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -103,6 +117,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -110,6 +125,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=256
size=1
stride=1
@@ -117,6 +133,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -124,6 +141,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=512
size=1
stride=1
@@ -131,6 +149,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
@@ -142,6 +161,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=512
size=1
stride=1
@@ -149,6 +169,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
@@ -156,6 +177,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=512
size=1
stride=1
@@ -163,6 +185,7 @@
activation=leaky

[convolutional]
batch_normalize=1
filters=1024
size=3
stride=1
@@ -172,6 +195,7 @@
#######

[convolutional]
batch_normalize=1
size=3
stride=1
pad=1
@@ -179,6 +203,7 @@
activation=leaky

[convolutional]
batch_normalize=1
size=3
stride=2
pad=1
@@ -186,6 +211,7 @@
activation=leaky

[convolutional]
batch_normalize=1
size=3
stride=1
pad=1
@@ -193,18 +219,25 @@
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]
@@ -212,7 +245,7 @@
coords=4
rescore=1
side=7
num=2
num=3
softmax=0
sqrt=1
jitter=.2