Chapter 11: Groundnut leaves and their disease, deficiency, and toxicity classification using a machine learning approach
K.R. Anu Bama; S. Suja Priyadharsini Anna University Regional Campus-Tirunelveli, Tirunelveli, TN, India
Abstract
In the agricultural field, automatic identification of plant leaf diseases and deficiencies is highly desirable. The proposed work is to automate identification of crop leaves initially and then identification of multiple diseases, deficiency, and toxicity in the plant leaves. The work is validated on a real-time dataset and for crop leaf images available in PlantVillage datasets. The real-time dataset of groundnut leaves are collected from the Maruthakulam area, Tirunelveli, Tamil Nadu. The dataset contains ...
Get Cognitive Systems and Signal Processing in Image Processing now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
