Intellectual Property India Publishes Patent Application for A Machine Learning-Based Intelligent Crop Recommendation System Using Two-Stage Hierarchical Classification

MUMBAI, India, July 13 -- Intellectual Property India has published a patent application (202611040972 A) filed by Galgotias University on March 31, 2026, for A Machine Learning-Based Intelligent Crop Recommendation System Using Two-Stage Hierarchical Classification.

Inventors include Adveta Rai; Shubh Tiwari; and Kailash Bajpai.

The application for the patent was published on July 10, 2026, under issue no. 28/2026.

Abstract: The present invention relates to a machine learning-based intelligent crop recommendation system utilizing a two-stage hierarchical classification model. The system processes eight environmental and soil parameters to predict suitable crops. A Random Forest classifier is employed in the first stage to classify crops...