CNN

Keras and Theano source code on image classifying. The code trains a simple CNN model to classify images into 4 classes. The dataset includes 2550 training images from 4 classes and 100 evaluation images, all of them are stored in the "img_data.pkl" using Pickle Library. The "cnn.py" code just loads images from this file, then processes training part and testing part.

Installing frameworks and libraries (Ubuntu)

• Open your command line tool (terminal) and type these commands

Installing Keras and Theano

Installing Theano and its dependencies

• sudo apt-get install python-numpy python-scipy python-dev python-pip python-nose g++ libopenblas-dev git
• sudo pip install Theano

Installing Keras

• sudo pip install keras

Installing h5py

• sudo pip install h5py

How to run

• Open your command line tool (terminal) and type the following command:
• python cnn.py