That's a VIBE: ML for Human Pose and Shape Estimation with Nikos Athanasiou, Muhammed Kocabas, Michael Black - #409
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Advancements in Human Pose Estimation
This chapter explores the innovative development of a motion discriminator aimed at enhancing the accuracy of human pose and shape estimation from video inputs. It discusses the challenges encountered during system design and highlights innovative strategies for leveraging 2D data to overcome the scarcity of 3D ground truth data. The integration of various technologies, such as LIDAR systems and motion capture suits, is examined, showcasing the potential for improved motion capture accuracy in real-world scenarios.
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