April 2020
Intermediate to advanced
438 pages
12h 2m
English
Content preview from Python Image Processing Cookbook
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Getting ready
First, download the pretrained model from deeplabv3_pascal_trainval_2018_01_04.tar.gz at https://github.com/tensorflow/models/blob/master/research/deeplab/g3doc/model_zoo.md. Import all the required libraries (the tensorflow and keras library modules) using the following code block:
from PIL import Imageimport tensorflow as tffrom tensorflow.python.platform import gfilefrom keras.models import *from keras.layers import *from keras.optimizers import *from keras.callbacks import ModelCheckpoint, LearningRateSchedulerfrom keras.preprocessing.image import ImageDataGeneratorfrom keras import backend as kerasimport numpy as np import skimage.io as ioimport skimage.transform as transimport matplotlib.pylab as pltimport imutilsfrom ...Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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