Image classification

Applications

• Automatic inspection, e.g., in manufacturing applications;
• Assisting humans in identification tasks, e.g., a species identification system;
• Controlling processes, e.g., an industrial robot;
• Detecting events, e.g., for visual surveillance or people counting, e.g., in the restaurant industry;
• Interaction, e.g., as the input to a device for computer-human interaction;
• MediaPipe, an open-source framework from Google for AI edge device computing, e.g., face detection, image classification, object detection;
• monitoring agricultural crops, e.g. an open-source vision transformers model has been developed to help farmers automatically detect strawberry diseases with 98.4% accuracy.
• Modeling objects or environments, e.g., medical image analysis or topographical modeling;
• Navigation, e.g., by an autonomous vehicle or mobile robot;
• Organizing information, e.g., for indexing databases of images and image sequences.
• Tracking surfaces or planes in 3D coordinates for allowing Augmented Reality experiences.
• Analyzing the condition of facilities in industry or construction.
• Automatic real-time lip-reading for devices and apps to assist people with disabilities.