---
title: Smart Umbrella
emoji: 🚀
colorFrom: red
colorTo: red
sdk: docker
app_port: 8501
tags:
- streamlit
pinned: false
short_description: Streamlit template space
---

# AI-Controlled Solar-Powered Smart Umbrella System

This Streamlit application simulates an AI-controlled, solar-powered smart umbrella system designed for agricultural technology. The system automatically controls an umbrella to provide optimal conditions for crops based on environmental sensors.

## Features

- Real-time monitoring of temperature, humidity, soil moisture, and sunlight intensity
- Automatic umbrella control based on environmental thresholds
- Manual override capability
- Historical data visualization
- System logs
- Simulation mode for testing

## Installation

1. Clone this repository
2. Install the required dependencies:
   ```
   pip install -r requirements.txt
   ```

## Usage

1. Run the Streamlit application:
   ```
   streamlit run smart_umbrella_app.py
   ```
2. Use the sidebar controls to:
   - Manually update sensor readings
   - Override umbrella state
   - Start/stop the simulation

## Environmental Thresholds

The umbrella system uses the following thresholds:

- **Open umbrella when any of these conditions occur**:
  - Temperature > 32°C
  - Humidity < 40%
  - Soil Moisture < 20%
  - Sunlight > 700 W/m²

- **Close umbrella when all of these conditions are met**:
  - Temperature < 25°C
  - Humidity > 70%
  - Soil Moisture > 40%
  - Sunlight < 400 W/m²