Problem (a): Consider the input image {227 3 6; 9 4 6 1 5; 8 5 2 4 6; 3 1 2 6 3; 6 4 5 3 7} with 2x2 filter {0.2 0.3; 0.15, 0.4}, padding 1, stride 1 and max pooling, what is the resulting image? Problem (b): Repeat for average pooling.

Problem (a): Consider the input image {227 3 6; 9 4 6 1 5; 8 5 2 4 6; 3 1 2 6 3; 6 4 5 3 7} with 2x2 filter {0.2 0.3; 0.15, 0.4}, padding 1, stride 1 and max pooling, what is the resulting image? Problem (b): Repeat for average pooling.

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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Concept explainers

Theoretical Computer Science

Usually, computer science seems like a practical field that involves studying, building, and working closely with computers. However, a subclass of this discipline also centers on the mathematical factors of the same. This is called theoretical computer science, and its focal point differentiates it from other branches of computer science: the rigorous mathematical approach it takes. This discipline falls under the umbrella of discrete mathematics, which is the study of countable or discontinuous mathematical structures.

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Problem (a): Consider the input image {2 273 6; 9 4 6 1 5; 8 5 24 6; 3 1 2 6 3; 6 4 5 3 7} with 2x2
filter {0.2 0.3; 0.15, 0.4}, padding 1, stride 1 and max pooling, what is the resulting image?
Problem (b): Repeat for average pooling.

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