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Explore cutting-edge advancements in 3D vision technology through this seminar presented by Minh Vo, Head of Machine Learning at Spree3D. Delve into the world of ubiquitous 3D vision and its applications across various platforms. Learn about Snipper, a framework for human motion detection, tracking, and forecasting from single-camera footage. Discover AriaHuman, a groundbreaking 3D multi-human tracking benchmark for smart glasses. Examine BANMo, a pioneering method for creating 3D textured shapes and estimating motion of humans and animals from casual video collections. Gain insights into the latest developments in 3D object scene understanding, from infrastructure cameras to wearable smart glasses and smartphone data. This one-hour seminar offers a comprehensive look at the future of 3D vision technology and its potential impact on surveillance, user intent understanding, and creative applications.