AlexeyAB
2017-04-07 e5ab66d7a770c3861cb93e3fca0079d34b5a26d4
cfg/yolo-voc.cfg
@@ -1,6 +1,10 @@
[net]
batch=64
subdivisions=8
# Testing
batch=1
subdivisions=1
# Training
# batch=64
# subdivisions=8
height=416
width=416
channels=3
@@ -11,11 +15,12 @@
exposure = 1.5
hue=.1
learning_rate=0.0001
max_batches = 45000
learning_rate=0.001
burn_in=1000
max_batches = 80200
policy=steps
steps=100,25000,35000
scales=10,.1,.1
steps=40000,60000
scales=.1,.1
[convolutional]
batch_normalize=1
@@ -203,11 +208,19 @@
[route]
layers=-9
[convolutional]
batch_normalize=1
size=1
stride=1
pad=1
filters=64
activation=leaky
[reorg]
stride=2
[route]
layers=-1,-3
layers=-1,-4
[convolutional]
batch_normalize=1
@@ -224,14 +237,15 @@
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
anchors =  1.3221, 1.73145, 3.19275, 4.00944, 5.05587, 8.09892, 9.47112, 4.84053, 11.2364, 10.0071
bias_match=1
classes=20
coords=4
num=5
softmax=1
jitter=.2
jitter=.3
rescore=1
object_scale=5
@@ -241,4 +255,4 @@
absolute=1
thresh = .6
random=0
random=1