Inspiration
We were inspired by various computer vision apps, and we wanted to try the technology ourselves.
What it does
Our project utilizes a live camera feed to capture the emotion state of the user, it puts it into a emotion detector model and return the indicated stress level and some recommendations.
How we built it
We utilized React for the front end and FastAPI for the backend, and Tensorflow to train the models.
Challenges we ran into
One of our challenges was connecting the front end to the backend, we couldnt get CORSmiddleware to connect so the data was not transferring to the front. But the backend api was working and was able to process the data.
Accomplishments that we're proud of
This was our first time using openCV and building a computer vision project, so it was fun being able to translate live images into real world solutions.
What we learned
We learned alot of things, but most importantly to plan ahead of time and splitting up work is very helpful.
What's next for ReRelief
Our next steps would be to translate this over to mobile apps, and get the front and back end connected 🙂
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