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EV‑Action is a large‑scale multimodal human action analysis dataset that includes RGB, depth, electromyography (EMG), and two skeletal modalities. High‑quality skeletal data were captured with a motion‑capture system, and EMG signals are introduced—an aspect rarely explored in action‑related research. This is the first action dataset containing EMG, aiming to contribute to human motion analysis, computer vision, machine learning, biomechanics, and related interdisciplinary fields.
