An improved Whale Optimization Algorithm for grape leaf disease classification.
This project presents an enhanced version of the Whale Optimization Algorithm (WOA) for classifying grape leaf diseases. WOA, introduced by Mirjalili and Lewis in 2016, is a nature-inspired optimization algorithm that simulates the bubble-net hunting strategy of humpback whales. This repository demonstrates its application in plant disease detection, optimizing classification accuracy through iterative evaluation.
The project visualizes the performance of each whale during optimization:
A web application showcasing the classification results is available here: Leaf Classify Web