Action recognition (computer vision) is the task within the field of computer vision focused on automatically identifying and classifying specific human actions or activities depicted in visual data, primarily video sequences but also static images. It involves analyzing spatio-temporal patterns of motion, appearance, and interactions to infer the type of action being performed. This area is a core research problem, often relying on techniques from deep learning and leveraging understanding of human motion dynamics.