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Project for MLH's local hack day at McGill 2018
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webapp
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eye.h5
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README.md

MLH local hack day McGill

Winner for Best Idea/Solution

Inspiration

More and more people get diagnosed with ADHD every year which puts them on a disadvantage on the educational field, and with many students cramming for the upcoming finals, we decided to create a web app which helps with studying.

What it does

It detects when the user starts to fall asleep/doze off and outputs audio and light waves and to wake him up. There is also a stopwatch which records how long the user has been studying for.

We designed our website using a minimalist design to reduce distractions with shades of blue which further promotes concentration.

How we built it

We used HTML5 and JavaScript to create the web app and the backend was done using Tensorflow and Opencv. We found a database of 2423 24x24 pictures of people blinking and used it to train our Multi Layered(3) Convolutional Neural Network for 10 epochs which gets us a model with and accuracy of 93.69%.

Challenges we ran into

The timeframe, since it was an 11 hour hackathon, we didn't have time to finish linking the backend to the frontend.

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