Inspiration
Why we consider nurses always as females and doctors as males, it's because we let historical datasets impact our present system. I wanted to stop this so I started making this project
What it does
It takes to input the dataset and identifies the minority samples and replicates them based on a threshold and a subdivide group based on the privileged and favourable outcome
How we built it
The entire code is built on Flutter, also there is an integration of Django to provide backend API
Challenges we ran into
Integrating flutter with Django is not easy, there needs to be a BLOC pattern that needs to be followed which I understood during the project.
Accomplishments that we're proud of
I got flutter talking with GCP and Django that's a big thing also found a way to real-time convert a python trained model to pickel and add it to the Django server to be used by flutter in real-time.
What we learned
I never expected flutter to run it's desktop apps so smoothly, for the first time I tried making a website and a desktop app and I am amazed by the performance of this BETA version.
What's next for Shadow Clone
Currently only Logistic Regression works, but am working on making it general for all algorithms.
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