Deep Blue AI: What panoramic cameras can and cannot add as they enter embodied data collection

Deep Blue AI reviewed the trend of panoramic cameras being moved into the embodied data collection field, arguing that they are better suited as a spatial context layer within hybrid collection setups rather than as a replacement for fine-grained motion data. The article traces the evolution of data collection routes from real-robot teleoperation, UMI handheld grippers, and DexCap motion-capture gloves to EgoMimic first-person-view glasses, and notes that panoramic recording defers framing decisions until after collection, so the same footage can generate multiple observations.