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Image Segmentation with CamVid

%reload_ext autoreload
%autoreload 2
%matplotlib inline
from fastai.vision import *
from fastai.callbacks.hooks import *
from fastai.utils.mem import *

Download CamVid dataset

path = untar_data(URLs.CAMVID); path.ls()
[PosixPath('/home/ubuntu/.fastai/data/camvid/images'),
 PosixPath('/home/ubuntu/.fastai/data/camvid/valid.txt'),
 PosixPath('/home/ubuntu/.fastai/data/camvid/labels'),
 PosixPath('/home/ubuntu/.fastai/data/camvid/codes.txt')]