Project Report of Tomato Disease Prediction System
Original price was: ₹ 2000₹ 999Current price is: ₹ 999
The Tomato Disease Prediction System is a Python-based web application built with Streamlit and MySQL. It helps farmers detect tomato leaf diseases using machine learning models. The system allows image upload, real-time prediction, and history management with graphical insights. This project report covers system design, modules, database integration, implementation, and results, making it ideal for academic and practical use.
The Tomato Disease Prediction System is a Python-based machine learning project designed to detect and classify tomato leaf diseases with high accuracy. The system is implemented as a Streamlit web application and is supported by a MySQL database for managing user history. It provides an intelligent solution for farmers to quickly identify plant diseases, monitor crop health, and take timely preventive measures.
This project incorporates image-based prediction models to analyze tomato leaves and generate real-time results. It offers modules for user registration, login, image upload, disease prediction, result viewing, history tracking, graphical analysis, and disease information. The inclusion of graphical insights and certificate/record generation makes the system both practical and user-friendly.
The report covers the system design, ER diagrams, architecture, implementation, testing, and results, ensuring a complete academic and practical understanding. This project demonstrates how AI, data science, and agriculture can work together to improve crop management and support sustainable farming practices.
Index
| Sr.No | TABLE OF CONTENTS |
| 1. | Introduction |
| 2. | System Study |
| 2.1 | Problem statement |
| 2.2 | Need of Application |
| 2.3 | Objective |
| 2.4 | Platform Specification |
| 3. | System Requirement Analysis |
| 3.1 | Information Gathering |
| 3.2 | System Feasibility |
| 4. | Functional And Non Functional Requirement |
| 4.1 | Functional Requirement |
| 4.2 | Non- Functional Requirement |
| 5. | Project Planning |
| 5.1 | Gantt Chart |
| 5.2 | Pert Chart |
| 6. | System Analysis |
| 6.1 | Use Case Diagram |
| 6.2 | ER Diagram |
| 6.3 | Data Flow Diagram |
| 6.3.1 | 0 level DFD |
| 6.3.2 | 1 level DFD |
| 7. | Modules |
| 8. | Database |
| 9. | Code |
| 10. | Screenshots |
| 11. | Testing |
| 12. | Coding Conventions |
| 13. | Future Scope |
| 14. | Conclusion |
| 15. | References |
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