This project shows how to classify images of Fashion-MNIST clothing items using a simple neural network. This is a good project for beginners to machine learning.
The code in this repo relates to the following blog posts:
- Introduction to PyTorch — Under the directory "fashion-pytorch".
- Introduction to TensorFlor using Keras — Under the directory "fashion-keras".
- Going beyond Keras - customizing with TensorFlow — Under the direcotry "fashion-tf".
- Creating managed online endpoints in Azure ML — Under the directory "managed-endpoint".
- Creating batch endpoints in Azure ML — Under the directory "batch-endpoint".
- Comparing PyTorch and TensorFlow implementations
Setup and running instructions can be found under each directory.