Good for prototyping LLM-based assistants or real-world captioning agents.
The Aria Physical Dynamics (APD) dataset is a multimodal dataset released under Project Aria by Meta Reality Labs. It captures interactions involving physical manipulation of objects, including hand movements, object motion, and environmental responses. The dataset includes synchronized sensory streams collected from wearable devices, enabling detailed study of physical dynamics in real-world settings.
Apd Is Used To Develop And Evaluate Models For Physical Reasoning, Manipulation Understanding, And Embodied Interaction. It Supports Research In Robotics, Human–object Interaction, And Physics-aware Perception. The Dataset Enables Ai Systems To Learn How Physical Actions Affect Objects And Environments, Which Is Critical For Real-world Autonomy And Interaction.
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