AWS Rekognition is a deep learning service that allows customers to extract rich metadata like objects, scenes, faces, and moderation labels from images. It uses convolutional neural networks trained on large datasets to perform tasks like detecting 80+ object labels, facial analysis, comparisons, and celebrity recognition. Rekognition also offers image moderation to detect unsafe or unwanted content.