SoleScope - Your Foot Doctor
Find the perfect fit for your Soles with SoleScope.
Created on 26th March 2023
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SoleScope - Your Foot Doctor
Find the perfect fit for your Soles with SoleScope.
The problem SoleScope - Your Foot Doctor solves
We developed a model that can accurately classify any image of a foot into three categories:
low arch type/flat foot, normal arch, and high arch type.
Connected it with the frontend server using a flask backend, which loads the pre-trained model and performs the prediction.
We then deployed the frontend client on vercel.
Challenges we ran into
Some of these are:
- The Dataset.
- The backend server could not be deployed since the free tier has a limit of 500mb.
Tracks Applied (1)
Your Foot Doctor
So we tried various CNN models to evaluate the dataset and classification models.Technologies used
Discussion
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