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Stay Healthy
Inspiration
"Nourish to Flourish"
Work-life today has become very tedious and most people fail to give their health time which is why I bring to you stay healthy . My app provides an easier way for users to monitor their health and seek help right in time.
What it does
It provides various features like detection of cancerous lesions in x-rays , covid-19 prediction from x-rays , using data for mental health prediction of employees , malaria detection . During the wake of covid-19 wearing masks has become a necessity , so to ensure that people wear masks it has mask detection feature .
How we built it
Deployed on streamlit cloud and built using python and streamlit . Usage of OpenCv for capturing images and usage of temsorflow , keras and various other machine learning models like KNN , SVC , Random Forest , Decision tree , Logistic regression , etc . Usage of deep learning frameworks .
Challenges we ran into
As I made this project solo , time and heavy workload turned out to be an issue.
Accomplishments that we're proud of
Got acquainted with computer vision and more deep learning and machine learning frameworks .
What's next for Stay Healthy
Development of web app and mobile application
Addition of more features
Better UI/UX
Addition of Health monitoring and other services .
Built With
- keras
- machine-learning
- python
- streamlit
- tensorflow
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