July 2018
Intermediate to advanced
474 pages
13h 37m
English
book
Apache Spark Deep Learning Cookbook
by Ahmed Sherif, Amrith Ravindra, Michal Malohlava, Adnan Masood
Content preview from Apache Spark Deep Learning Cookbook
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How to do it...
This section walks through the steps to increase the frequency and augmentation of our nine sample images.
- Initialize the augmentor function using the following script:
from Augmentor import Pipelineaugmentor = Pipeline('/home/asherif844/sparkNotebooks/Ch03/MNIST/images')
- Execute the following script so that the augmentor function can rotate our images with the following specifications:
augmentor.rotate(probability=0.9, max_left_rotation=25, max_right_rotation=25)
- Execute the following script so that each image is augmented through two iterations 10 times each:
for i in range(1,3): augmentor.sample(10)
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