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Convolutional Neural Network CNN: What is the Padding Value for a SAME Convolution with a 5×5 Filter?

By: Author Alex Lim

Posted on

Categories Artificial Intelligence

Learn how to calculate the padding for a SAME convolution with a 5×5 filter and stride of 1 in CNNs. Understand the formula and reasoning behind the correct answer.

Question

You have a volume that is 121 × 121 × 32 121×121×32, and convolve it with 32 filters of 5 × 5 5×5, and a stride of 1. You want to use a “same” convolution. What is the padding?

A. 3
B. 2
C. 0
D. 5

Answer

B. 2

Convolutional Neural Network CNN: What is the Padding Value for a SAME Convolution with a 5x5 Filter?

Convolutional Neural Network CNN certification exam assessment practice question and answer (Q&A) dump including multiple choice questions (MCQ) and objective type questions, with detail explanation and reference available free, helpful to pass the Convolutional Neural Network CNN exam and earn Convolutional Neural Network CNN certification.