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A Robust Infant 2D Pose Estimation and Posture Detection System

Data Efficient Machine Learning: Infant Pose and Posture Estimation Institute Reference: INV-21102 Background Recent advances in computer vision have led to powerful human activity recognition models. However, models trained on large-scale adult activity datasets have limited success in estimating infant actions/behaviors due to the significant differences...

Published: 1/27/2025 | Updated: 3/21/2024 | Inventor(s): Sarah Ostadabbas, Xiaofei Huang, Nihang Fu, Shuangjun Liu

Keywords(s): Data Efficient Machine Learning,, Domain Adaptation, Infant Pose and Posture Estimation, Transfer Learning

Category(s): Technology Classifications > 3. Computer Science > High Performance Computing, Technology Classifications > 3. Computer Science > Deep Learning, Technology Classifications > 1. Life Science > Digital Health, Technology Classifications > 3. Computer Science > Imaging, Technology Classifications > 3. Computer Science > Software