Kaggle Competition: http://www.kaggle.com/c/dogs-vs-cats

Create an algorithm to distinguish dogs from cats

In this competition, you'll write an algorithm to classify whether images contain either a dog or a cat. This is easy for humans, dogs, and cats. Your computer will find it a bit more difficult.