F20170604 / S4TF-Tutorials

Repository for reviews and evaluations of converted Swift Notebooks as part of GSoC '19 program

S4TF-Examples

Repository for reviews and evaluations of converted Swift Notebooks

The original notebooks can be found here : https://github.com/tensorflow/examples/tree/master/courses/udacity_intro_to_tensorflow_for_deep_learning

And for a closer look at the progress of the project you can take a look at my Medium Blogs : http://medium.com/gsoc-19

Contents

1. Introduction to Colab and Swift
2. The Basics: Training Your First Model
3. Classifying Images of Clothing
4. Image Classification with Convolutional Neural Networks
5. Dogs vs Cats Image Classification Without Image Augmentation
6. Dogs vs Cats Image Classification With Image Augmentation
7. Image Classification using Swift for TensorFlow (exercises)
8. Image Classification using Swift for TensorFlow (solutions)

• Autoencoder
• GAN(Generative Adversarial Network)