MUMBAI, India, Aug. 31 -- Intellectual Property India has published a patent application (202611083729 A) filed by Noida Institute Of Engineering & Technology on July 08, 2026, for Crop Classification System.
Inventors include Shivam; Prashant Tiwari; Rahul Gupta; and Ms. Garima Jain.
The application for the patent was published on August 28, 2026, under issue no. 35/2026.
Abstract: Disclosed herein is a crop classification system (100) that comprises a user device (102) configured to acquire multiple agricultural and environmental parameters through a user interface (104), a processing unit (106) configured to process real-time agricultural and environmental data for crop classification, which further comprises a data input module (108) configured to receive real-time data, a pre-processing module (110) configured to standardise, normalize, and reduce noise in the received data, a feature extraction module (112) configured to extract relevant features, an ensemble learning module (114) configured to generate a plurality of base predictions, a stacking module (116) configured to combine the base predictions to generate a stacked feature matrix, a meta-learning module (118) configured to process the stacked feature matrix to produce a final crop classification output, an evaluation module (120) configured to assess performance using predefined metrics, and an output module (122) configured to display the outputs.
Disclaimer: Curated by HT Syndication.
