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 Posted in Contextual Artificial Intelligence

Convolutional Neural Networks (CNNs) Tutorial with Python

 tocxten@gmail.com  December 3, 2020

This tutorial’s code is available on Github and its full implementation as well on Google Colab.

Table of Contents

  1. Introduction
  2. Network Architecture
  3. Convolution
  4. Convolutional Layers
  5. Pooling Layers/Subsampling layers
  6. Stride
  7. Fully Connected Layer
  8. Non-Linear Layers
  9. Python Implementation of Convolutional Neural Networks (CNNs)
  10. Hyperparameters for CNNs
  11. Regularization Methods in CNNs
  12. Conclusion
  13. Resources
  14. References

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Author: tocxten@gmail.com
Information shared by : PALGUNI G T

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