Design and implementation of a smart crop selection system Department:Computer Science By: olagok01 Project ID: 8984 Rating: (5.0) votes: 1 Price:₦5000 Get the Complete MaterialAbstractAgricultural productivity in many developing regions is limited by the lack of scientific decision-support tools for crop selection. Farmers often rely on guesswork, traditional knowledge, or outdated practices, resulting in low yields and inefficient use of soil and environmental resources. This project, Smart Crop Selection System Using Machine Learning, provides a data-driven solution that recommends the most suitable crops based on soil nutrient composition, weather conditions, and environmental parameters. The system uses machine learning algorithms such as Random Forest, XGBoost, and LightGBM to analyze soil pH, nitrogen, phosphorus, potassium levels, temperature, rainfall, and humidity to generate accurate crop recommendations. It was developed using Python for model training, Flask for backend integration, HTML and CSS for the user interface, and MySQL for data storage. The system was tested using real and simulated agricultural datasets and produced reliable recommendation results with high accuracy. This work demonstrates how artificial intelligence can support precision agriculture, enhance crop yield, and assist farmers in making informed planting decisions. The system is scalable, user-friendly, and capable of future expansion to include pest prediction, irrigation suggestions, and real-time soil monitoring...Preview Download Preview +Other Computer Science project topics and materials you might be interested in»Design and Implementation of digital library system»Design and Implementation of a Virtual E-Learning System ( Case study of Lagos State University)»Design and Implementation of Student Project Management and Allocation System»Design and Implementation of online cash receipt generating system for a supermarket»Design and Implementation of a Software Result Processing and Transcript Generation System»Design and Implementation of computerized hospital database management system»Design and Implementation of a Hotel Database Management System and Service ( A Case Study of Winter Suites and Hotels, Owerri)»Design and Implementation of Online Birth and Death Registration System»Design and Implementation of Online Clearance System»Design and Implementation of Loan Management System with SMS Notification»Design and Implementation of Computerized Staff Record Department»Design and Implementation of Cyber Cafe Security»Design and Implementation of N.Y.S.C Posting System ( A case study of N.Y.S.C Enugu)»Design and Implementation of a Computerized Fraud Detection in a Bank»Design and Simulation of a Secured Wireless Network