Assume that an input RGB image below is entering a Convolutional Neural Network: 0 46 4 5 7 |4 7 3 1 1 3 2 8 4 7 0 2 2 0 4 2 |5 55 2 2 8 1 1 | |1 7 2 1 1 3 6 1 2 3 2 6 |084 7 0 2 5 4 1 |3 3 4 4 2 3 3 1 7 38 03 5 3 |2 7 3 1 1 5 2 7 1 4 2 6 |2 7 2 7 0 2 7 |0 |5 3 3 1 4 3 3 5 1 7 602 3 20

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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Assume that an input RGB image below is entering a Convolutional Neural Network:
4
6
4 5
7
4
7
1
2
8.
2
6 1
2 3 2 6
5 4
4
8
1
2 5
721 1
8 4 7 0
4 2 3
5
1
1
3
3 4
3 1
7
5
2 7 1
6.
2
3
1
5
7 05 3
3 1
7
3 5
17
2 3 2 0
5 2 3 4
4
3
6.
1 1
We use the following vertical edge filter to convolve with the image.
1
-1
1
-1
1
-1
-1
-1
1
-1
-1
1
-1
1
-1
If the padding size is 3 and the stride is also 3. The size of the output will be nxn where n is
Transcribed Image Text:Assume that an input RGB image below is entering a Convolutional Neural Network: 4 6 4 5 7 4 7 1 2 8. 2 6 1 2 3 2 6 5 4 4 8 1 2 5 721 1 8 4 7 0 4 2 3 5 1 1 3 3 4 3 1 7 5 2 7 1 6. 2 3 1 5 7 05 3 3 1 7 3 5 17 2 3 2 0 5 2 3 4 4 3 6. 1 1 We use the following vertical edge filter to convolve with the image. 1 -1 1 -1 1 -1 -1 -1 1 -1 -1 1 -1 1 -1 If the padding size is 3 and the stride is also 3. The size of the output will be nxn where n is
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