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HealTrace
Disease detecting zone
The problem HealTrace solves
Problem Solutions:-
In the time of COVID-19, it is not always possible to go and visit a doctor as in-hospital chances of getting infected by Covid-19 increases. So we brought you a solution using AI/ML to detect disease using general health data. Also, we decided to keep on improving our website and model for better results and to serve the community this website will always remain free of cost
Currently, our Covid-19 model has as high accuracy as 99.58%. We will further improve other models to get as high accuracy as the Corona model
Model Accuracy
- Tumor :- 95.34%
- Diabetes :- 97%
- Heartattack :- 87%
- Covid-19 :- 99.58%
Challenges we ran into
Problems we ran into are :
- Finding good dataset
- High Training time for CNN model (Took 2.5 hrs to train)
- Difficulty in solving backend errors
- Deploying took a lot time
- Short time to deliver the project
How we came over the problem
- For the CNN we had no other option than waiting so we started working on other things for meanwhile
- Team work was really helpful in solving errors
- We using aws(EC2) for deployment it took alot time as we were using aws for very first time but yeah we got to learn something good
- Music to relax
Discussion
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