small_object can be used in [net] in cfg-file for objects 1x1 pix on FullHD...

AlexeyAB

2018-03-30 9fbd1936ebed466aad50c52989b92d5e3fedc099

 cfg/vgg-16.cfg

@@ -1,6 +1,6 @@
[net]
batch=128
subdivisions=8
subdivisions=4
height=256
width=256
channels=3
@@ -12,9 +12,9 @@
crop_height=224
crop_width=224
flip=1
exposure=2
saturation=2
angle=5
exposure=1
saturation=1
angle=0

[convolutional]
filters=64
@@ -146,6 +146,7 @@
activation=linear

[softmax]
groups=1

[cost]
type=sse