AgriConnect- Directly Connecting Farmers to Customers

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.

Authors

Publication Details

Journal
Journal of Machine Learning and Deep Learning
Published
2025-06-30
DOI
https://doi.org/10.64820/aepjmldl.21.46.51.62025
Primary Topic
Innovation and Socioeconomic Development
Type
article
Field-Weighted Citation Impact
0.00
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article

AgriConnect- Directly Connecting Farmers to Customers

S N Nigam, Pretty Diana Cyril
Journal of Machine Learning and Deep Learning
Innovation and Socioeconomic Development
article

AgriConnect- Directly Connecting Farmers to Customers

S N Nigam, Pretty Diana Cyril
article en

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.

Journal of Machine Learning and Deep LearningVol. 2(1)
Openalex Percentile: Top 55%
Innovation and Socioeconomic Development
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