A Device For Crop Disease Management, And A Method Thereof

Abstract: ABSTRACT A DEVICE FOR CROP DISEASE MANAGEMENT, AND A METHOD THEREOF The embodiments herein disclose a device (700) for crop disease management. The device receives a crop image captured by a user device (20), and detects a diseased portion in the crop image based on a trained first machine learning model that performs gradient-based localization. The first machine learning model produces a heatmap highlighting the diseased portion in the crop image. The produced heatmap is overlaid with the crop image, and the device classifies the diseased portion in the overlaid crop image, based on a trained second machine learning model that performs feature extraction along with classification. FIG. 2

Patent Information

Application #

Filing Date

15 September 2023

Publication Number

12/2025

Publication Type

INA

Invention Field

COMPUTER SCIENCE

Status

Email

Parent Application

Applicants

NEC Corporation India Private Limited

Tower C, 4/1, 5th Floor, IBC Knowledge Park, Bannerghatta Main Road, Bhavani Nagar, Suddagunte Palya, Bangalore - 560029, Karnataka, India

Inventors

1. Avijit Das

Tower C, 4/1, 5th Floor, IBC Knowledge Park, Bannerghatta Main Road, Bhavani Nagar, Suddagunte Palya, Bangalore - 560029, Karnataka, India

Specification

Description:attached , Claims:Attached

Documents

Application Documents

#	Name	Date
1	202341062287-STATEMENT OF UNDERTAKING (FORM 3) [15-09-2023(online)].pdf	2023-09-15
2	202341062287-FORM 1 [15-09-2023(online)].pdf	2023-09-15
3	202341062287-DRAWINGS [15-09-2023(online)].pdf	2023-09-15
4	202341062287-DECLARATION OF INVENTORSHIP (FORM 5) [15-09-2023(online)].pdf	2023-09-15
5	202341062287-COMPLETE SPECIFICATION [15-09-2023(online)].pdf	2023-09-15
6	202341062287-Proof of Right [14-12-2023(online)].pdf	2023-12-14
7	202341062287-FORM-26 [15-12-2023(online)].pdf	2023-12-15