International Journal Of Imaging

Abstract

Plant Health Diagnosis: AI-Based Classification on Plant Health Issues for Agricultural Optimization

Author: Nimmala Apoorva, Illuri Dhanyata, Panuganti Rajeshwari Reddy,Mr.S.Chandra Prakash

Abstract:

Agriculture plays a vital role in feeding the ever-growing global population and providing essential resources. However, it faces numerous challenges, and one of the most significant issues for farmers is dealing with plant diseases. These diseases can wreak havoc on crop yields and overall agricultural productivity. Therefore, it becomes crucial to identify, track, and forecast these diseases effectively to manage them and prevent widespread losses. The main problem lies in the difficulty faced by farmers in accurately identifying plant diseases in their crops. Different diseases often exhibit similar symptoms, making it challenging, especially for those farmers with limited expertise, to differentiate between them accurately. As a result, misdiagnosis can occur, leading to inappropriate or ineffective treatments that waste valuable resources and worsen the problem. Additionally, once a disease outbreak is confirmed, there's a pressing need for effective tracking and forecasting