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AI Learns to Predict Human Behavior from Videos

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NEW YORK, June 28, 2021 — A team from Columbia University has developed an algorithm to give machines a more intuitive sense of what may happen next after an action. The computer vision algorithm is designed to predict human interactions and body language in video. The researchers said this capability could have applications for assistive technology, autonomous vehicles, and collaborative robots, and that it is the most accurate method to date for predicting video action events up to several minutes in the future. “Our algorithm is a step toward machines being able to make better predictions about human...Read full article

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    Published: June 2021
    Glossary
    computer vision
    Computer vision enables computers to interpret and make decisions based on visual data, such as images and videos. It involves the development of algorithms, techniques, and systems that enable machines to gain an understanding of the visual world, similar to how humans perceive and interpret visual information. Key aspects and tasks within computer vision include: Image recognition: Identifying and categorizing objects, scenes, or patterns within images. This involves training...
    machine learning
    Machine learning (ML) is a subset of artificial intelligence (AI) that focuses on the development of algorithms and statistical models that enable computers to improve their performance on a specific task through experience or training. Instead of being explicitly programmed to perform a task, a machine learning system learns from data and examples. The primary goal of machine learning is to develop models that can generalize patterns from data and make predictions or decisions without being...
    algorithm
    A precisely defined series of steps that describes how a computer performs a task.
    machine vision
    Machine vision, also known as computer vision or computer sight, refers to the technology that enables machines, typically computers, to interpret and understand visual information from the world, much like the human visual system. It involves the development and application of algorithms and systems that allow machines to acquire, process, analyze, and make decisions based on visual data. Key aspects of machine vision include: Image acquisition: Machine vision systems use various...
    artificial intelligence
    The ability of a machine to perform certain complex functions normally associated with human intelligence, such as judgment, pattern recognition, understanding, learning, planning, and problem solving.
    Research & Technologycomputer visionpredictionrobotsmachine learninganticipateColumbia UniversityColumbia University School of Engineering and Applied Sciencealgorithmmachine visionAmericasAIartificial intelligence

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