Carely

A real-time face recognition app developed to aid patients with early stage dementia for the NetApp WIN 2022.

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Key Features

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• Recognize and identify friends and family in real-time
• Add new faces via image or in real-time
• Set reminders for medication
• Get an alert for repeated calls ( an extra feature, since people with dementia tend to forget they've already made a call and proceed to call the person repeatedly )

Steps for face recognition

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Face detection

• Google ML Kit

Face Recognition

• Convert Tensorflow implementation of MobileFaceNet model to Tflite

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Face-recognition in real time

Set reminders for medication

Get an alert for repeated calls

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Model used - FaceNet

• Accuracy - 98.57
• Precision - 100
• Recall - 97.14
• F1 Score - 98.55

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What's Next?

• Add a feature to mark contacts as favourites and display them on top.
• Add multi-language support to increase accessibility.
• Understand patient requirements and take feedback.