AutoKeras is an open-source AutoML library developed by Texas A&M University that automates the process of building deep learning models. It performs neural architecture search to discover optimal model architectures and automatically tunes hyperparameters. Users can instantiate high-level API objects like ImageClassifier and call fit() to automatically find the best model configuration for their data.