AI Agricultural Crop & Tomato Leaf Disease Prediction System
Computer vision leaf disease diagnosis application identifying Early Blight, Late Blight, and healthy states with treatment and fertilizer advisory.
AI Agricultural Crop & Tomato Leaf Disease Prediction System is a complete, ready-to-deploy software & FYP codebase designed for university final year projects, academic research, and full-stack development. Includes complete source code, database schema, setup documentation, and technical support across Pakistan.
AI Agricultural Crop & Plant Leaf Disease Diagnostic Engine
An intelligent precision agriculture project empowering farmers to diagnose crop diseases early from smartphone leaf photos. Utilizing a Deep Convolutional Neural Network (CNN) trained on the PlantVillage dataset, it detects Early Blight, Late Blight, Septoria Leaf Spot, and Bacterial Spot with >97% diagnostic accuracy and provides organic/chemical treatment advice.
🧠 Architecture & Tech Stack:
- Deep Learning Core: PyTorch / TensorFlow CNN (ResNet-34 / MobileNet)
- Dataset: 10,000+ Annotated Tomato and Crop Leaf Disease Images
- Web Interface: Django 5 with instant photo drag-and-drop diagnostic results
- Remediation Database: Curated catalog of pesticide recommendations and preventive measures per diagnosed disease
What's Included in the Package:
- Complete Python & Django Web Application Source Code
- Pre-trained CNN & ResNet Deep Learning Model Weights (.h5 / .pt)
- Curated Leaf Disease Image Dataset (10+ Disease Classes)
- Remedy & Pesticide Recommendation Engine
- Comprehensive IEEE Format FYP Report
- Viva Defense Guide & Presentation Slides
- Lifetime Code Access & WhatsApp Support
Software Setup & Deployment Guide:
Download and extract the complete source code package, database schema, and architecture documentation provided with your order.
Open the project directory in VS Code or your preferred IDE and install the required runtime libraries and packages listed in the setup guide.
Set up your environment configuration variables and run the included database migrations or seed scripts.
Start the local development server or build executable and test all user, admin, and core functional workflows.
Need a Custom 3D Printed Casing or Multilayer PCB?
Get custom snap-fit enclosures and robotics parts printed via our custom 3D printing service in Lahore & Pakistan, or order industrial double-sided circuit boards through our custom PCB fabrication service with nationwide delivery.
Key Features
Specifications
Community Questions & Answers
Have a question about compatibility, code, or delivery? Ask our engineering team or see what other Pakistani makers asked.
Bhai tomato k ilawa konsi crops supported hain? Aur WhatsApp pe setup help mil sakti hai agar error aye?
The model is pre-trained on Tomato, Potato, and Corn leaf diseases with over 97% accuracy. Yes, our engineering team provides free WhatsApp setup assistance to guide you through virtual environment and package installation on your laptop.