Ai-based-Disease-Detection-System

HealthCure is a website in which 4 disease detections models are there using the power of AI. Brain Tumour detection: Used CNN accuracy is 92.42% Breast Cancer Detection: Used Random Forest accuracy was 99.53% Diabetes detection: Used SVM accuracy was 78.66%. Pneumonia Detection: Used custom CNN accuracy was 98.16%

Steps to run this website:

1. Download anaconda https://www.anaconda.com/download/
2. Create a conda environment and install the required libraries

   conda create -n ayurcare python=3.9
   conda activate ayurcare 
   pip install opencv-python numpy tensorflow scikit-learn==0.24.2 imutils flask xgboost
   

3. When you have successfully created the environment, installed the required libraries, and activated it, simply run the following command in the terminal.

   flask run
   

The Datasets used to train the model are:

• Brain Tumour dataset:
• Breast Cancer dataset:
• Diabetes dataset:
• Pneumonia Dataset1:
• Pneumonia Dataset2:.

Preview of our website