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September 10, 2025

AgriConnect- Directly Connecting Farmers to Customers

Key Points

The platform directly connects farmers to consumers, enhancing market access and improving profitability.
AI-driven crop price predictions utilize real-time market data, weather conditions, and demand trends for better insights.
Advanced machine learning models like Scikit-learn and TensorFlow support predictive accuracy, reducing reliance on middlemen.
By improving transparency and access to market information, the platform strengthens the agricultural supply chain.

Abstract

This research presents the development of a web-based platform that directly connects farmers with consumers through AI-driven crop price prediction. By integrating advanced machine learning models and user-friendly web technologies, the platform empowers farmers with real-time insights into market prices based on factors such as weather conditions, demand trends, and historical pricing data. The system leverages Scikit-learn and TensorFlow to build accurate prediction models that support better decision-making and reduce dependency on intermediaries. By fostering transparency and improving accessibility to market information, the proposed solution enhances profitability for farmers. It provides consumers with fresh produce at fair prices, thereby strengthening the agricultural supply chain.

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