Increased speed of darknet.py. Fixed functions related to resize_image().

AlexeyAB

2018-04-30 a0e288f0dca328b8b12592cc19da9bb7c29646f4

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classes=21842
train  = /data/imagenet/imagenet22k.train.list
valid  = /data/imagenet/imagenet22k.valid.list
backup = /home/pjreddie/backup/
labels = data/imagenet.labels.list
names  = data/imagenet.shortnames.list
top = 5