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tiny-yolov2-trial3-noBatch.cfg
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tiny-yolov2-trial3-noBatch.cfg
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[net]
# Testing
batch=64
subdivisions=32
# Training
# batch=32
# subdivisions=1
width=224
height=224
channels=3
momentum=0.9
decay=0.0005
angle=0
saturation = 1.5
exposure = 1.5
hue=.1
learning_rate=0.001
burn_in=1000
max_batches = 600200
policy=steps
steps=400000,450000
scales=.1,.1
[convolutional]
batch_normalize=0
filters=16
size=3
stride=1
pad=1
activation=leaky
[maxpool]
size=2
stride=2
[convolutional]
batch_normalize=0
filters=32
size=3
stride=1
pad=1
activation=leaky
[maxpool]
size=2
stride=2
[convolutional]
batch_normalize=0
filters=64
size=3
stride=1
pad=1
activation=leaky
[maxpool]
size=2
stride=2
[convolutional]
batch_normalize=0
filters=128
size=3
stride=1
pad=1
activation=leaky
[maxpool]
size=2
stride=2
[convolutional]
batch_normalize=0
filters=128
size=3
stride=1
pad=1
activation=leaky
[maxpool]
size=2
stride=2
###########
[convolutional]
batch_normalize=0
size=3
stride=1
pad=1
filters=256
activation=leaky
[convolutional]
size=1
stride=1
pad=1
filters=125
activation=linear
[region]
anchors = 1.08,1.19, 3.42,4.41, 6.63,11.38, 9.42,5.11, 16.62,10.52
bias_match=1
classes=20
coords=4
num=5
softmax=1
jitter=.2
rescore=0
object_scale=5
noobject_scale=1
class_scale=1
coord_scale=1
absolute=1
thresh = .5
random=1