🛠️ Installation & Setup Follow these steps to set up the project locally:

Clone the Repository:

bash Copy code git clone https://github.com/harmannanda1234/Matrix_PWA_INDIANITES.git Navigate to the Project Directory:

bash Copy code cd frontend Install Dependencies:

Using npm:

bash Copy code npm install Or yarn:

bash Copy code yarn install Set up the Environment:

Create a .env file in the root directory with the necessary API keys for AWS and other services.

Start the Application:

For the web app:

bash Copy code npm start The app will run at http://localhost:3000.

For the AI model and IoT setup, follow the instructions in the /iot and /ai-model folders respectively.

🖼️ Screenshots PWA:

Dashboard with Health Insights

📈 AI Model Overview The AI model predicts the user’s menstrual health status by analyzing moisture levels and past cycle data. It uses machine learning to detect irregularities and suggest necessary precautions.

Key AI components:

Moisture Detection: Predicts the level of pad saturation. Period Delay Analysis: Monitors for potential irregularities in the user's cycle.

AI-MODEL MODULES REQUIRED: import streamlit import pandas import numpy import seaborn import matplotlib.pyplot from sklearn.preprocessing import LabelEncoder, StandardScaler from sklearn.model_selection import train_test_split from sklearn.ensemble import RandomForestRegressor from sklearn.metrics import mean_squared_error import xgboost as xgb from sklearn.model_selection import GridSearchCV

SCREENSHOTS (Machine Learning Model):

📡 IoT Integration The ESP-32 module streams real-time data to the AWS cloud, enabling users to monitor their pad’s status directly from the web app.

To set up the IoT device:

Arduino IDE USB-TYPE CABLE Flash the firmware to your ESP-32. Connect it to your Wi-Fi network. Ensure the device sends data to the firbase db Core.

Key IOT components:

ESP Board Manager Download FireBase ESP Support header file

SCREENSHOTS:

🤝 Contributing We welcome contributions to the Smart Pad Kit. To contribute:

Fork the repo Create a new branch for your feature/bugfix Submit a pull request detailing your changes

📝 License This project is licensed under the MIT License. See the LICENSE file for more details.

We hope the Smart Pad Kit contributes to better menstrual hygiene management for women around the world. Feel free to reach out with any questions or feedback!

Contact TEAM:INDIANITES (LAB 5) Email: [email protected] GitHub: harmannanda1234