I'm building a project to try to improve public health and the spread of pandemic diseases through the use of machine learning and behavior modification using operant conditioning. It identifies common face-touching gestures and plays a sound when it detects certain unwanted behaviors are detected.
This project seeks to help users practice behaviors that limit the transmission of pathogens that occur via hand-to-face contact. Face touching (particularly of the mouth, nose, and eyes) can lead to an increased probability of infection from vaious microorganisms. By using trained pose-detection models that detect these behaviors, we can notify the user of unwanted actions, allowing them to improve their behavior patterns.
The process of Operant Conditioning can slowly change behaviors over time and lead to a fewer instances of disease transmission prone actions.
The project will be open-source and available on github in the near future. Please let me know how I can improve in the comments below.
Visit ShowBlender.com for updates.
Негізгі бет Ғылым және технология Postponavirus Prototype: Using Machine Learning to discourage disease transmission via face-touching
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