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Crop Wise AI Farming : Smart Agriculture Revolution – an all-in-one platform designed to empower farmers with AI-powered crop recommendations, disease diagnosis, and a direct agricultural marketplace to maximize yields and reduce losses.

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CropWise Logo

🌾 CropWise

AI-Driven Agriculture Intelligence Platform

Farming Made Easy • Est. 2025

Welcome to Smart Agriculture Revolution – an all-in-one platform designed to empower farmers with AI-powered crop recommendations, disease diagnosis, and a direct agricultural marketplace to maximize yields and reduce losses.

License Python Framework Framework TensorFlow OpenCV Firebase GCP CI/CD Model Accuracy


📘 Overview

CropWise is a unified smart agriculture platform that provides AI-powered crop recommendations, real-time disease detection, and an integrated agricultural marketplace.
It is designed to help farmers make accurate, data-driven decisions while enabling direct access to buyers—reducing losses and improving profitability.

CropWise Demo Video

YouTube Logo

Click to know more


🔍 Key Capabilities

🌾 Smart Crop Recommendation Engine

CropWise evaluates soil and environmental parameters such as NPK levels, temperature, humidity, rainfall, and pH to suggest the most suitable crops for cultivation.

  • Intelligent crop suitability scoring
  • Climate and region compatibility
  • Detailed cultivation guidance


🩺 AI-Based Crop Disease Identification

A computer-vision module that identifies diseases from uploaded leaf images within seconds.

  • Instant disease prediction
  • Treatment and remedy recommendations
  • Prevention and care guidance
  • Integrated chatbot assistant powered by Gemini



🛒 Digital Agricultural Marketplace

CropWise provides a secure and transparent marketplace enabling farmers and buyers to trade produce directly.

  • Direct farmer–buyer interaction
  • Crop listings and order management
  • Real-time pricing insights
  • Zero middlemen

Screenshot 2025-11-26 162758


🧠 System Architecture

High-Level Flow

User Input → AI Engines → Insights (Prediction/Diagnosis) → Web Interface → Marketplace Services

🏗️ System Architecture Diagram

Screenshot 2025-11-26 162046

Components

  • Machine Learning Models (crop recommendation)
  • Computer Vision Models (disease detection)
  • Conversational AI (Gemini)
  • Django backend services
  • React-based user interface
  • Firebase & GCP for hosting and data storage

🛠️ Technology Stack

AI & Machine Learning

  • Python 3.12+
  • TensorFlow / Keras
  • Scikit-Learn
  • OpenCV

Backend

  • Django
  • Firebase Realtime Database
  • REST APIs

Frontend

  • React.js
  • HTML / CSS / JavaScript

Cloud & Deployment

  • Google Cloud Platform
  • Firebase Hosting
  • CI/CD pipelines

📑 How to Use

1️⃣ Crop Recommendation

  1. Navigate to Crop Recommendation.
  2. Enter soil/environment data.
  3. Receive recommended crops and detailed cultivation steps.

2️⃣ Disease Analyzer

  1. Upload an infected crop image.
  2. View AI-generated diagnosis and treatment plan.
  3. Use the chatbot for follow-up questions.

3️⃣ Marketplace

  1. Create a Farmer/Buyer profile.
  2. Add produce listings or explore available crops.
  3. Connect directly with buyers/sellers.

📈 Impact & Value

For Farmers

  • Improved yield through data-backed decisions
  • Reduced crop loss via early diagnosis
  • Fair pricing through direct marketplace access

For Organizations

  • Scalable agriculture intelligence
  • Consistent data collection
  • Support for extension services and outreach

📄 License

This project is released under the MIT License.
See the LICENSE file for more information.


© 2025 CropWise — Revolutionizing Smart Agriculture

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Crop Wise AI Farming : Smart Agriculture Revolution – an all-in-one platform designed to empower farmers with AI-powered crop recommendations, disease diagnosis, and a direct agricultural marketplace to maximize yields and reduce losses.

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