Take care of your skin health

Your health is so important to you as the skin cancer rating is increasing each year through sun exposure, what will you do to protect your skin?

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Inspiration

My great grandma died of skin cancer when she was only about 50 years old. It had a great impact on my grandma and my mom. They have been on top of protecting their family on skin health since then. I would like to dedicate this app to help people check their skin conditions regularly and take actions accordingly.

What it does

This app will allow users to upload a skin image then identify the common skin conditions based on the image. I hope it can help people understand more about their skin condition and take actions to take care of their skin health.

How we built it

I used machine learning with CNN model to train on different type of skin conditions. Then I built a web UI using Anvil to allow a user to upload an image to the model to predict what skin condition it may be.

Challenges we ran into

Trying different parameters on the CNN model and training it took a lot of time.

Accomplishments that we're proud of

Finally the machine learning model can predict images with over 90% accuracy on 7 different type of skin conditions.

What we learned

persistence is the key

What's next for Take care of your skin health

I hope to convert the web app to a mobile app in the future so it's easier for people to use

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