adding new tiny-yolo

Joseph Redmon

2016-09-08 6b38dcdce07b0c082334e7d9e10fe26bc440a347

 cfg/tiny-yolo.cfg

File was renamed from cfg/yolo-tiny.cfg
@@ -1,27 +1,24 @@
[net]
batch=64
subdivisions=64
subdivisions=2
height=448
width=448
channels=3
momentum=0.9
decay=0.0005

learning_rate=0.0001
saturation=.75
exposure=.75
hue = .1

learning_rate=0.0005
policy=steps
steps=20,40,60,80,20000,30000
scales=5,5,2,2,.1,.1
steps=200,400,600,800,20000,30000
scales=2.5,2,2,2,.1,.1
max_batches = 40000

[crop]
crop_width=448
crop_height=448
flip=0
angle=0
saturation = 1.5
exposure = 1.5

[convolutional]
batch_normalize=1
filters=16
size=3
stride=1
@@ -33,6 +30,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=32
size=3
stride=1
@@ -44,6 +42,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=64
size=3
stride=1
@@ -55,6 +54,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=128
size=3
stride=1
@@ -66,6 +66,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=256
size=3
stride=1
@@ -77,6 +78,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -88,37 +90,21 @@
stride=2

[convolutional]
filters=1024
batch_normalize=1
size=3
stride=1
pad=1
filters=1024
activation=leaky

[convolutional]
filters=1024
batch_normalize=1
size=3
stride=1
pad=1
filters=256
activation=leaky

[convolutional]
filters=1024
size=3
stride=1
pad=1
activation=leaky

[connected]
output=256
activation=linear

[connected]
output=4096
activation=leaky

[dropout]
probability=.5

[connected]
output= 1470
activation=linear