Covid Warrior

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  Model Performance for image without mask (100% correct prediction)

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  Model Performance for image with mask (100% correct prediction)

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  Model Performance for image without mask (100% correct prediction)

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  Model Performance for image with mask (100% correct prediction)

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  Model Performance for image without mask (100% correct prediction)

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  Model Performance for image with mask (100% correct prediction)

Inspiration

The coronavirus COVID-19 pandemic is causing a global health crisis. One of the effective protection methods is wearing a face mask in public areas according to the World Health Organization (WHO). In this hackathon, we are proposing a machine learning based model for face mask detection.

What it does

It can detect whether person have wered a mask or not. Even, it will detect if person have not wear mask properly.

How we built it

1. Using teachable machine
2. Using opencv, pretained keypoint detector, python

Challenges we ran into

We are new in this field. So, We have learned and worked on this project We tried to deploy it on Sashido. But, We tried but unable to deloy.

Accomplishments that we're proud of

We have learned something new and interesting

What we learned

Machine Learning model using teachable machine

What's next for Covid Warrior

It can be deployed at public places and can be used as covid warrior.

Built With

• machine-learning
• sashido
• teachablemachine