IPython notebook with TensorFlow's tutorial and a more basic model (no image augmentation yet) to help understand what is happening in the model.
The notebook has a script adapted from tensorflows tutorial in CIFAR (see link below).
The python file is a different script altogether which is much easier to go though.
CIFAR-10 is a common benchmark in machine learning for image recognition.
http://www.cs.toronto.edu/~kriz/cifar.html
Detailed instructions on how to get started available at: