August 2018
Intermediate to advanced
272 pages
7h 2m
English
book
Hands-On Convolutional Neural Networks with TensorFlow
by Iffat Zafar, Giounona Tzanidou, Richard Burton, Nimesh Patel, Leonardo Araujo
Content preview from Hands-On Convolutional Neural Networks with TensorFlow
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Max Unpooling
The unpooling operation is used to revert the effect of the max pooling operation; the idea is just to work as an upsampler. This operation has been used on some older papers and is not used so much anymore due to the fact that you also need a CONV layer to inpaint (low pass filter) the results of the upsampling:
