Street photography involves privately photographing people and scenes in public places like urban streets. The article discusses several famous street photographers including Henri Cartier-Bresson, Helen Levitt, Joel Meyerowitz, and Diane Arbus and their individual techniques for capturing candid photos in public without permission. It also mentions online communities for street photographers to share their work.