CNN for Hand Washing Movement Classification: What Matters More - the Approach or the Dataset?

Author:

Elsts Atis1,Ivanovs Maksims1,Kadikis Roberts1,Sabelnikovs Olegs2

Affiliation:

1. Institute of Electronics and Computer Science (EDI),Riga,LV,Latvia,1006

2. Riga Stradins University,Medical Education Technology Centre (METC),Riga,LV,Latvia,1007

Publisher

IEEE

Reference12 articles.

1. Imagenet classification with deep convolutional neural networks;krizhevsky;Advances in neural information processing systems,2012

2. Convo-lutional two-stream network fusion for video action recognition;feichtenhofer;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,0

3. Hand-Washing Video Dataset Annotated According to the World Health Organization’s Hand-Washing Guidelines

4. Classification vs Regression by CNN for Handwashing Skills Evaluations in Nursing Education

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