An enhanced real-time human pose estimation method based on modified YOLOv8 framework

An enhanced real-time human pose estimation method based on modified YOLOv8 framework

Abstract The objective of human pose estimation (HPE) derived from deep learning aims to accurately estimate and predict the human body posture in images or videos via the utilization of deep neural networks. However, the accuracy of real-time HPE tasks is still to be improved due to factors such as...

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Bibliographic Details
Main Authors: Chengang Dong, Guodong Du
Format: Article
Language:English
Published: Nature Portfolio 2024-04-01
Series:Scientific Reports
Subjects:
Deep learning
Human pose estimation
Attention mechanisms
YOLOv8
Feature pyramid network
Online Access:https://doi.org/10.1038/s41598-024-58146-z

Internet

https://doi.org/10.1038/s41598-024-58146-z

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