Feature Extraction Service for Multimedia Analysis and Retrieval System automatically classifies the visual contents of images using powerful, computer-based technologies. Feature Extraction Service uses the semantic annotation capabilities of Multimedia Analysis and Retrieval System and exposes its core image classification functionality as an online, real-time service interface.