Given the input image and the filter of the convolution, what are the output of theconvolution and the output of the max pooling in the following figure?eFilter10 -110110 -1102 011|102 01 1102 011|1 1 2 01 o|112010112 010Output afterConvolutionOutput afterPoolingConvolutionМаx рoolingInput imageRequirements for convolution: ePadding: sameeStride = 1 (for both vertical and horizontal directions)-• Requirement for Max Pooling: eStride = 3 (for both vertical and horizontal directions)-Filter size in the Max pooling = 3x3-Padding: valideIn Padding, if enlarging the matrix (input image or output after convolution) is needed,student must enlarge the matrix by adding the constant value "Zero" to the edge.eYour answer must include the calculation process.e

Answered: Given the input image and the filter of…

Given the input image and the filter of the convolution, what are the output of the convolution and the output of the max pooling in the following figure?

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

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Question

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Given the input image and the filter of the convolution, what are the output of the
convolution and the output of the max pooling in the following figure?e
Filter
10 -1
101
10 -1
102 011
|102 01 1
102 011
|1 1 2 01 o
|112010
112 010
Output after
Convolution
Output after
Pooling
Convolution
Маx рooling
Input image
Requirements for convolution: e
Padding: samee
Stride = 1 (for both vertical and horizontal directions)-
• Requirement for Max Pooling: e
Stride = 3 (for both vertical and horizontal directions)-
Filter size in the Max pooling = 3x3-
Padding: valide
In Padding, if enlarging the matrix (input image or output after convolution) is needed,
student must enlarge the matrix by adding the constant value "Zero" to the edge.e
Your answer must include the calculation process.e

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