The document discusses convolutional neural networks (CNNs), focusing on convolution operations with a stride length of 2, and 3x3 pooling applied to 5x5 convolved features. It mentions a practical application involving Intel image classification using CNN in Keras through Kaggle. The content is presented by Suman Mia, an adjunct lecturer from the Department of CSE at the University of Information Technology and Sciences.

1. Convolutional Neural Network
Sunday, June 25, 2023
Suman Mia
Adjunct Lecturer
Dept. of CSE
University of Information Technology And Sciences

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7. Convolution

8. Convolution
Convolution Operation with Stride Length = 2

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Pooling
3x3 pooling over 5x5 convolved feature

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16. For Practice
◎ Intel Image Classification (CNN - Keras)--- Kaggle