Rotational Invariance in Convolutional Neural Networks

The purpose of this project is to explore rotational invariance in Convolutional Neural Networks using Max-Pooling.

Setup

Install the following Python packages to run the code in the project:

1. Theano, bleeding edge.
2. Keras: pip install keras
3. iPython: pip install ipython
4. [Optional] Hualos, for live visualization of loss function.
5. [Optional] h5py, for saving trained models:

• Install HDF5: sudo apt-get install libhdf5-serial-dev
• Then, pip install h5py

Team Members

• Angad Gill
• Brandon Huynh
• Sharath Rao