10 class weight

Edmond Yoo

2018-09-16 f3aced12fcc41415851ffb463675930cea8dd086

 cfg/darknet.cfg

@@ -1,27 +1,20 @@
[net]
batch=256
batch=128
subdivisions=1
height=256
width=256
height=224
width=224
channels=3
momentum=0.9
decay=0.0005
max_crop=320

learning_rate=0.01
policy=step
scale=.1
step=100000
max_batches=400000

[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
@@ -33,6 +26,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=32
size=3
stride=1
@@ -44,6 +38,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=64
size=3
stride=1
@@ -55,6 +50,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=128
size=3
stride=1
@@ -66,6 +62,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=256
size=3
stride=1
@@ -77,6 +74,7 @@
stride=2

[convolutional]
batch_normalize=1
filters=512
size=3
stride=1
@@ -86,24 +84,27 @@
[maxpool]
size=2
stride=2
padding=1

[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