Skin Disease Classifier

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  Front-end Planning

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  Project Workspace

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  Home Page

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  Result

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  Data Plotting

Challenges we ran into

Accomplishments that we're proud of

What we learned

What's next for Skin Disease Classifier

Imagining in this cold and allergy season in Texas, your skin might have several diseases problems than you might think of. If you get it treated too late, it might heavily affect to your normal daily life. Our app is medical e-commerce, which utilize Densenet model to train the machine learning and predict the problem you might have in this season. We took the dataset from Google and several hospitals in the DFW-Metroplex to train our model, also we use doctor’s notes to do second comparison to make sure the machine predictions has high percentage of accuracy.

For the next steps, we intent to scale our application in mobile version, also we expand our area, not only in DFW-Metroplex, but include mrore regions, such as Houston and Austin.

Built With

• django
• html
• python
• pytorch