CNN (Convolutional Neural Network)

This chapter provides introductions and tutorials on CNN (Convolutional Neural Network). Topics include introduction to the CNN model, conviolutional layer, and pooling layer.

What Is CNN (Convolutional Neural Network)

What Is Convolutional Layer

What Is Pooling Layer

Takeaways:

Table of Contents

 About This Book

 Deep Playground for Classical Neural Networks

 Building Neural Networks with Python

 Simple Example of Neural Networks

 TensorFlow - Machine Learning Platform

 PyTorch - Machine Learning Platform

 Gradio - ML Demo Platform

CNN (Convolutional Neural Network)

 RNN (Recurrent Neural Network)

 GNN (Graph Neural Network)

 GAN (Generative Adversarial Network)

 Performance Evaluation Metrics

 References

 Full Version in PDF/EPUB