The problem Skin Type Prediction solves

Patients face a lot of problems with their skin. The main issue remains with the type of skin they have. Depending on the type of skin various skin diseases can occur. So if the skin is too dry it may start to peel and lead to various skin diseases like Psoriasis, Eczema etc. likewise too oily skin can lead to pimples which in turn can lead to scars. So the identification of skin type is of utmost need.

Challenges we ran into

Integrating the ML model with Django Framework was a difficult part. We got many errors during that. Getting images from the user and then predicting the model instead of hard coding the test images was difficult. "Main thread is not in the main loop" was the biggest problem we faced. We fixed that by using Matplotlib in AGG mode.