Inspiration
Some of my family members are suffering from diabetes and I saw that it is problem for elder persons to go for regular diabetes checkup.So to make it easier so that they can check the health condition regarding diabetes I have built a WebApp which predicts whether the person is diabetic or not.
What it does
It take the health parameters value from report and predicts whether the person is diabetic or not alongwith it the analysis reports are also provided.
How we built it
It is built using Python Django framework in which Tensorflow pretained model is used for predicting the results and analysis reports and test results are rendered through Django.
Challenges we ran into
The ML model preparation and data processing and its incorporation into Django was the main challenge.
Accomplishments that we're proud of
Accuracy of test results and clean data preprocessing.
What we learned
The incorporation of ML model into web service and the rendering of its test results and analysis charts through Django.
What's next for Diabetes Prediction App
The extension of App in case of database purpose like interacting with users taking their feedback and also most importantly the doctor-patient chat system where after prediction results they will given choices whether they want to consult any doctor and we will also recommend them doctor on basis o feedback rating system and other parameters.
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