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Calm Hands uses your webcam and AI to alert you of when you're biting your finger nails.

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Name		Name	Last commit message	Last commit date
Latest commit History 35 Commits
.gitignore		.gitignore
README.md		README.md
alert.wav		alert.wav
app.py		app.py
camera.py		camera.py
collect_training_data.ipynb		collect_training_data.ipynb
dummy_model.py		dummy_model.py
realtime_model_preds.ipynb		realtime_model_preds.ipynb
training_calm_hands_colab.ipynb		training_calm_hands_colab.ipynb

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Calm Hands 🙌

By William Thyer, 2023

CURRENTLY UNDER DEVELOPMENT

Calm Hands helps the user reduce nail-biting during computer use. It provides realtime feedback about nail-biting habits using a deep neural net that monitors images from your webcam stream. This process is entirely local and images are never saved. Feedback is provided through audio and visual cues to alert you of when you are biting your nails. At the end of the session, a summary of your habits are visualized.

Skills: Deep learning, computer vision, data visualization, software development. Built using Fastai and OpenCV.