Identify Subtle Fall Hazards Using Transfer Learning

Computer vision is increasingly used for fall safety monitoring, but it struggles in subtle hazard scenarios, causing delays in hazard detection. Therefore, this issue was addressed in this study using transfer learning on pre-trained models that were fine-tuned with target datasets to enhance accur...

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Bibliographic Details
Main Authors: Wen-Ta Hsiao, Wen-Der Yu, Chi-Yung Tang, Alexey Bulgakov
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Engineering Proceedings
Subjects:
Online Access:https://www.mdpi.com/2673-4591/91/1/15
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