Images as Data for Social Science Research

An Introduction to Convolutional Neural Nets for Image Classification

af Nora (University of Illinois Webb Williams

Shows how innovation in computer vision methods can markedly lower the costs of using images as data. Introduces readers to deep learning algorithms commonly used for object recognition, facial recognition, and visual sentiment analysis. Provides guidance and instruction for scholars interested in using these methods in their own research.