yoloface-50k.cfg

[net]
batch=16
subdivisions=1
width=56
height=56
channels=3
momentum=0.949
decay=4e-5
angle=0
saturation=1.5
exposure=1.5
hue=.1

learning_rate=0.001
burn_in=4000
max_batches=500200
policy=steps
steps=400000,450000
scales=.1,.1

# 0
[convolutional]
filters=8
size=3
groups=1
stride=2
pad=1
batch_normalize=1
activation=leaky
# 1
[convolutional]
filters=8
size=3
groups=8
stride=1
pad=1
batch_normalize=1
activation=leaky
# 2
[convolutional]
filters=4
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=linear
# 3
[convolutional]
filters=18
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=leaky
# 4
[convolutional]
filters=18
size=3
groups=18
stride=2
pad=1
batch_normalize=1
activation=leaky
# 5
[convolutional]
filters=6
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=linear
# 6
[convolutional]
filters=36
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=leaky
# 7
[convolutional]
filters=36
size=3
groups=36
stride=1
pad=1
batch_normalize=1
activation=leaky
# 8
[convolutional]
filters=6
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=linear
# 9
[shortcut]
from=-4
activation=linear

# 10
[convolutional]
filters=18
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=leaky
# 11
[route]
layers = -8
# 12
[maxpool]
size=8
stride=2
# 13
[route]
layers = -1,10

# 14
[convolutional]
filters=24
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=leaky
# 15
[convolutional]
filters=24
size=3
groups=24
stride=2
pad=1
batch_normalize=1
activation=leaky
# 16
[convolutional]
filters=8
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=linear
# 17
[convolutional]
filters=40
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=leaky
# 18
[convolutional]
filters=40
size=3
groups=40
stride=1
pad=1
batch_normalize=1
activation=leaky
# 19
[convolutional]
filters=8
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=linear
# 20
[shortcut]
from=-4
activation=linear

# 21
[convolutional]
filters=40
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=leaky
# 22
[convolutional]
filters=40
size=3
groups=40
stride=1
pad=1
batch_normalize=1
activation=leaky
# 23
[convolutional]
filters=8
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=linear
# 24
[shortcut]
from=-4
activation=linear

# 25
[convolutional]
filters=24
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=leaky
# 26
[route]
layers = -12
# 27
[maxpool]
size=4
stride=2
# 28
[route]
layers = -1,25
# 29
[convolutional]
filters=40
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=leaky
# 30
[convolutional]
filters=40
size=3
groups=40
stride=1
pad=1
batch_normalize=1
activation=leaky
# 31
[convolutional]
filters=32
size=1
groups=1
stride=1
pad=1
batch_normalize=1
activation=leaky
# 32
[convolutional]
size=1
stride=1
pad=1
groups=1
filters=18
activation=linear

[yolo]
mask = 0,1,2
anchors = 9, 14,  12, 17,  22, 21
classes=1
num=3
jitter=.1
ignore_thresh =.95
truth_thresh = 1
random=0
cls_normalizer=0.25
iou_normalizer=1.25