ImageAI is an open-source Python library that enables developers to build applications with self-contained deep learning and computer vision capabilities using simple code. It provides pre-trained models for image prediction, object detection, and video analysis, leveraging architectures such as InceptionV3, DenseNet, and SqueezeNet for various computer vision tasks.