CIFAR-10 image classification with Lasagne

See the cifar_lasagne.ipynb IPython notebook. The "v3" network gets 84% classification accuracy on the validation set.

Data

Get CIFAR-10 data in Python format and extract into cifar-10-batches-py:

wget http://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz
tar xzf cifar-10-python.tar.gz

Acknowledgement

Based on Andrej Karpathy's excellent CS231n course materials.