How to create a deep learning dataset using Google Images - PyImageSearch

This is by far the best resource I've seen for deep learning. I'm working on a project where I need to classify the scenes of outdoor photographs into four distinct categories: cities, beaches, mountains, and forests. I've found a small dataset ( 100 images per class), but my models are quick to overfit and far from accurate. I'm confident I can solve this project, but I need more data. Jose has a point -- without enough training data, your deep learning and machine learning models can't learn the underlying, discriminative patterns required to make robust classifications.