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The agricultural sector is undergoing a critical transformative shift towards smart , more data-driven practices to tackle challenges such as climate changes, unpredictable weather patterns and resource depletion. This paper introduces Kisaan Bandhu, an innovative smart farming platform that helps farmers with modernizing and sustainable farming practices by using advanced technologies such as machine learning and IoT. Kisaan Bandhu offers personalized solutions for farmer’s needs, including crop and fertilizer recommendations, early disease prediction, yield prediction and real-time rainfall forecasting. By analyzing localized soil and environmental data, the platform not only enhances productivity but also minimizes negative environmental impacts. Additionally, its marketplace feature eliminates intermediaries, ensuring fair trade for farmers. Through these features, Kisaan Bandhu empowers farmers to make informed, data-driven decisions, fostering sustainable farming practices and resilience against climate variability.

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Kisaan Bandhu: Machine Learning and Deep Learning Based Tools for Agro Based Predictions

  • 会议论文

  • 发表日期：

    2026年

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  • Yash Gupta,
  • Kaushal Surana,
  • Mridul Madhav Jindal,
  • Shubh Kamra,
  • Kuldeep Chaurasia,
  • Kaushal Bhardwaj

摘要

The agricultural sector is undergoing a critical transformative shift towards smart , more data-driven practices to tackle challenges such as climate changes, unpredictable weather patterns and resource depletion. This paper introduces Kisaan Bandhu, an innovative smart farming platform that helps farmers with modernizing and sustainable farming practices by using advanced technologies such as machine learning and IoT. Kisaan Bandhu offers personalized solutions for farmer’s needs, including crop and fertilizer recommendations, early disease prediction, yield prediction and real-time rainfall forecasting. By analyzing localized soil and environmental data, the platform not only enhances productivity but also minimizes negative environmental impacts. Additionally, its marketplace feature eliminates intermediaries, ensuring fair trade for farmers. Through these features, Kisaan Bandhu empowers farmers to make informed, data-driven decisions, fostering sustainable farming practices and resilience against climate variability.