What is it about?
During the COVID-19 pandemic, complete and frequent handwashing needs to be practised. A Raspberry Pi system examines the handwashing steps based on video data of the connected mini camera. The steps are classified by applying a model based on a deep learning algorithm. The system can provide accuracy (82%) and F1-score (86%).
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Photo by Maria Lin Kim on Unsplash
Why is it important?
The handwashing assessment system can be operated in the public area. The system could attract people to be aware of the completeness of handwashing steps.
Perspectives
I hope the paper idea can contribute in minimizing the COVID-19 transmission. The complete handwashing step can ensure the hand will be hygienist.
Dr. Esa Prakasa
Indonesian National Research and Innovation Agency (BRIN)
Read the Original
This page is a summary of: Development of Real-time Handwashing Assessment using Video Analysis, October 2021, ACM (Association for Computing Machinery),
DOI: 10.1145/3489088.3489127.
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