โ Let me know on LinkedIn if you guys want this project to be deployed with Docker and Kubernetes
This is one of major project of my undergraduate degree program.
Here, I have developed a disease predicting web app which using the concept of machine learning makes predictions about various diseases like Malaria, Pneumonia, Diabetes etc.
Cancer model = model
Diabetes model = model1
Heart model = model2
Liver model = model4
Kidney model = model3
Malaria model = model111.h5
Pneumonia model = my_model.h5
Kernal for Malaria model :https://www.kaggle.com/shobhit18th/malaria-cell
Kernal for Pneumonia model :https://www.kaggle.com/shobhit18th/keras-nn-x-ray-predict-pneumonia-86-54
Cancer : cancer.csv [In the repository]
Diabetes : diabetes.csv [In the repository]
Heart : heart.csv [In the repository]
Liver : https://www.kaggle.com/uciml/indian-liver-patient-records
Malaria : https://www.kaggle.com/iarunava/cell-images-for-detecting-malaria
Pneumonia: https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia
Python ( 3.7 version)
Flask
OpenCV
Pandas
Numpy
HTML
CSS
- $ set FLASK_APP= app.py
- $ flask run
The whole project is deployed on Heroku Cloud.
Here is the link where you can access the project live : https://myml-mtapp.herokuapp.com/
Thank you!