{"id":50343049,"url":"https://github.com/taesaksit/whale-optimization-algorithm","last_synced_at":"2026-05-29T18:30:24.188Z","repository":{"id":250989463,"uuid":"827668957","full_name":"taesaksit/whale-optimization-algorithm","owner":"taesaksit","description":"This project presents an improvement on WOA for classification of grape leaf disease. 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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.\n\n## Demo\n\nThe project visualizes the performance of each whale during optimization:\n\n![Performance Graph](https://github.com/user-attachments/assets/2b1c4874-9c82-46ce-9ef9-fae6fd9c21b0)\n\nA web application showcasing the classification results is available here: [Leaf Classify Web](https://github.com/taesaksit/leaf-classify-web)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftaesaksit%2Fwhale-optimization-algorithm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftaesaksit%2Fwhale-optimization-algorithm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftaesaksit%2Fwhale-optimization-algorithm/lists"}