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The Smart Farming Portal leverages Artificial Intelligence (AI) to address language barriers and enhance agricultural productivity for illiterate farmers. By employing machine learning (ML) models, the portal predicts crop yield, recommends suitable crops, and assesses soil fertility. It integrates Google Translate API to provide multilingual support, ensuring accessibility for farmers across various languages. The portal consolidates essential agricultural predictions into a user-friendly interface, empowering farmers to make informed decisions and optimize farming practices. This initiative aims to improve crop selection and yield, ultimately boosting agricultural productivity.
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Akkem et al. (2025) studied this question.
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