Niraj
Pudasaini
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Building a Convolutional Neural Network(CNN) From Scratch
Contents
Problem Formulation
Description
Mathematical Formulation
MNIST Dataset
Architecture Details
Overview
1. Cross-Correlation (Convolutional) Layer
2. Sigmoid Activation
3. Average Pooling
4. Flatten Layer
5. Dense Layer
6. Softmax
Python Full Implementation
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Building a Convolutional Neural Network(CNN) From Scratch