DocDer

Your personal dermatologist in your phone

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Inspiration

There are many people who cannot afford to go to a dermatologist, but they still need some kind of medical support. So, I made an app that is very easy to use and easily available, so that people who are poor can still stand a chance against cancer.

What it does

It takes a picture of a mole on your body and runs it through a binary deep neural network which gives an output that whether the mole is malignant or benign.

How I built it

I first built the neural network using Tensorflow. Then, I converted it into a tflite model so I can use it in an app. After building an app with flutter and dart I used the model with the app. The app can work offline too.

Challenges I ran into

I had a bit of difficulty in connecting different parts.

Accomplishments that I'm proud of

I am proud that the app is ready also the website had a pretty great design.

What I learned

I do not have much experience with flutter and dart, but I learned quite a bit while making the app.

What's next for DocDer

I think I will try to increase the model's accuracy and also make the interface more user-friendly.

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