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Interacting with bins and containers is a fundamental task in robotics, making state estimation of the objects inside the bin critical. While robots often use cameras for state estimation, the visual modality is not always ideal due to occlusions and poor illumination. We introduce The Boombox, a container that uses sound to estimate the state of the contents inside a box. Based on the observation that the collision between objects and its containers will cause an acoustic vibration, we present a convolutional network for learning to reconstruct visual scenes. Although we use low-cost and low-power contact microphones to detect the vibrations, our results show that learning from multimodal data enables state estimation from affordable audio sensors. Due to the many ways that robots use containers, we believe the box will have a number of applications in robotics. Our project website is at: boombox.cs.columbia.edu🌟 Prepare for an extraordinary experience from May 4, 2024 to May 4, 2024 at City Winery - Pittsburgh. Join us for Acoustic Boombox, a mesmerizing event that promises to redefine your expectations. From captivating presentations to interactive showcases, this CONCERTS in Pennsylvania, ALTERNATIVE is designed to leave you inspired and amazed. Join us for this incredible event 🚀.
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Event Venue & Nearby Stays
City Winery - Pittsburgh, City Winery - Pittsburgh, Pittsburgh, United States of America
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