Diabetes-Detect

🔍 Overview

Diabetes-Detect is a web application that predicts the probability of a patient having diabetes based on some diagnostic measurements. This app is intended for females of age at least 21 years.

⚙️ Installation

Clone the repository :

git clone https://github.com/RajeevRanjan5642/Diabetes-Detect.git

Change the directory :

cd Diabetes-Detect

Install the required dependencies :

pip install -r requirements.txt

Run the python script :

streamlit run app.py

The app will be opened in your browser.

👨‍💻 Usage

1. Open the app in your browser.
2. Enter the required information in the input fields.
3. Click the 'Predict' button to generate the prediction

⌨️ Inputs

• Pregnancies: Number of times pregnant
• Glucose: Plasma glucose concentration a 2 hours in an oral glucose tolerance test
• Blood Pressure: Diastolic blood pressure (mm Hg)
• Skin Thickness: Triceps skin fold thickness (mm)
• Insulin: 2-Hour serum insulin (mu U/ml)
• BMI: Body mass index (weight in kg/(height in m)^2)
• Diabetes Pedigree Function: Diabetes pedigree function
• Age: Age (years)

🌟 Output

The app will display one of the following messages:

• Diabetic
• Non Diabetic

⚙️ Deployment

🔗 https://diabetes-detect-app.streamlit.app/

👀 Project Demo

diabetes_detect.webm