🌾 AgriSmart – AI Powered Smart Agriculture Platform

🚀 Overview

AgriSmart is an intelligent agriculture platform designed to transform farming using AI, data analytics, and real-time insights.

🌍 It helps farmers:

• Maximize profits 💰
• Reduce risks ⚠️
• Optimize resources 🌱
• Make smarter decisions 📊

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⚡ Problem Statement

Farmers today face:

• ❌ Unpredictable crop prices
• ❌ Lack of real-time market data
• ❌ Poor crop planning
• ❌ Pest & disease outbreaks
• ❌ Limited machinery access

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💡 Our Solution

AgriSmart provides:

✔ AI-based crop recommendations ✔ Market price forecasting ✔ Risk prediction system ✔ Resource optimization insights ✔ Equipment rental marketplace

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🎯 Features

📊 Intelligent Analysis AI-powered insights using soil, weather & market data	📈 Market Predictions Forecast prices, demand & best selling time	🌾 Crop Recommendation Smart crop & seed suggestions for maximum yield
⚠️ Risk Prediction Detect pests & prevent crop diseases early	💧 Resource Optimization Reduce cost with smart fertilizer usage	🚜 Equipment Marketplace Rent & manage farming equipment easily

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🧠 System Architecture

graph TD
A[Frontend] --> B[Backend]
B --> C[AI Models]
C --> D[Data Sources]
D --> E[Weather APIs]
D --> F[Market APIs]

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🗂️ Project Structure

AgriSmart/
│── Gemini Integration/
│   ├── CropAdvisor.py
│   ├── CropAdvisor.html
│   ├── requirements.txt
│
│── Prediction (15 days)/
│── Pictures/
│
│── index.html
│── dashboard.html
│── analytics.html
│── marketplace.html
│── predictions.html
│── alerts.html
│── profile.html
│
│── JS Files
│── CSS Files
│── Service Worker

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📊 Research & References

🔍 Research Findings

• Structural inefficiencies reduce farmer income
• Middlemen reduce profit margins
• Lack of price awareness
• No predictive intelligence tools
• Weather uncertainty increases risks

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📡 Data Sources

• Data.gov.in
• Agmarknet
• MSP Portal
• eNAM
• IMD
• ClimateSERV

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📦 Dataset Coverage

✔ Crop Data ✔ MSP Records ✔ Market Prices ✔ Weather ✔ Temperature ✔ Humidity ✔ Rainfall

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📈 Market Opportunity

🚀 Massive growth potential in AgriTech & AI-driven farming

💰 $6.15B India Agritech Market (2033)

🤖 $1.9B AI in Agriculture (2030)

👨‍🌾 140M Farmers in India

🌐 900M Internet Users

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💸 Revenue Model

💼 Scalable & sustainable monetization strategy

🆓 Freemium Basic features free, advanced analytics paid	🚜 Equipment Commission Earn % on machinery rentals	📢 Ads & Partnerships Seed & fertilizer promotions
🏛️ Government Licensing Platform access for departments	📊 Data Analytics Sell market insights to agri-business	🌐 Future Scale Expansion into global markets

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🛠️ Tech Stack

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🧑‍💻 Installation

git clone https://github.com/Rekshit/Agri-Smart.git
cd Agri-Smart

# Create & activate virtual environment
python -m venv .venv
.venv\Scripts\activate   # Windows
# source .venv/bin/activate   # Mac/Linux

# Install dependencies
pip install -r "Gemini Integration/requirements.txt"

# Run backend
cd "Gemini Integration"
python CropAdvisor.py

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🔮 Future Scope

• 📱 Mobile App
• 🌍 Multi-language support
• 📡 IoT Integration
• 🛰️ Satellite analytics
• 🤖 Advanced AI