OreoChromDx is an intelligent mobile application developed to assist tilapia farmers, aquaculture researchers, and fish health specialists in the early detection of presumptive cutaneous diseases in tilapia. Powered by machine learning technology, OreoChromDx provides a fast, accessible, and non-invasive way to analyze skin lesions or abnormalities in tilapia directly from images captured through a smartphone.
This app is based on the research titled “Development and Evaluation of a Tilapia Cutaneous Disease Detection System using Machine Learning”. It incorporates trained image classification models to distinguish between healthy skin and potential cutaneous diseases such as epistylis, saprolegniasis, and columnaris.
Key Features:
Image-based Diagnosis: Upload or take a photo of your tilapia and receive a quick disease analysis.
AI-Powered Detection: Utilizes trained machine learning models for accurate and consistent results.
📚 Educational Resources: Learn more about common tilapia skin diseases and how to manage them.
Offline Capability: Some features available even without internet access.
Farmer-Centric Design: Built with ease-of-use in mind for practical use in aquaculture settings.
OreoChromDx aims to empower tilapia stakeholders with early warning tools to reduce economic losses, support timely interventions, and promote healthier aquaculture practices in the Philippines and beyond.