This is a classic data set for testing out image analysis. You have a data set of 25,000 images which are labelled dogs or cats. This is easy for a human to do, but can you develop an algorithm that can tell the difference?
Kaggle. Dogs vs cats. Create an algorithm to distinguish dogs from cats. Available at https://www.kaggle.com/c/dogs-vs-cats/data.