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Deep Learning Notebooks

This repo includes various notebooks on multiple deep learning problems.

Requirements

Pytorch 0.4.1

Jupyter Notebooks: Udemy Advanced Computer Vision Course

Notebooks of the coding exercises from Udemy Advanced Computer Vision course by Lazy Programmer: https://www.udemy.com/advanced-computer-vision/.

  1. CNN on Fashion-MNIST dataset.
  2. Transfer learning using VGG16 on Fruits 360 dataset.
  3. Neural Style Transfer using VGG19 pre-trained model.
  4. Class Activation Maps using Resnet 50 and overlayed with original images.