Consider a dataset consisting of grayscale images of size 100 x 100 pixels and a binary label. A deep neural network combining convolutional, pooling and

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
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Chapter1: Introduction
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Consider a dataset consisting of grayscale images of size 100 x 100 pixels and a
binary label. A deep neural network combining convolutional, pooling and
fullyconnected layers is chosen for building a classifier for this dataset. (i) The
third hidden layer is also convolutional and consists of 8 feature maps defined
by filters of dimensions 3 x 3 x D. What is the value of D?
Transcribed Image Text:Consider a dataset consisting of grayscale images of size 100 x 100 pixels and a binary label. A deep neural network combining convolutional, pooling and fullyconnected layers is chosen for building a classifier for this dataset. (i) The third hidden layer is also convolutional and consists of 8 feature maps defined by filters of dimensions 3 x 3 x D. What is the value of D?
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