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SoleScope - Your Foot Doctor

SoleScope - Your Foot Doctor

Find the perfect fit for your Soles with SoleScope.

95
Built at Hack the Tank

Created on 26th March 2023

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SoleScope - Your Foot Doctor

SoleScope - Your Foot Doctor

Find the perfect fit for your Soles with SoleScope.

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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

Flask

TensorFlow

InceptionV3

Material-UI

reactjs

Discussion

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