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SuperMango: The Effectiveness of ResNet50 for Multi-Class Anthracnose Severity Classification in Sweet Elena Mango Strain Leaves with a Rule - Based Prescription System Poster

SuperMango: The Effectiveness of ResNet50 for Multi-Class Anthracnose Severity Classification in Sweet Elena Mango Strain Leaves with a Rule - Based Prescription System

SuperMango is a deep learning and machine learning-based system that Uses ResNet50 to classify anthracnose severity in Carabao mango leaf images and enhances predictions using real-time weather data (humidity, rainfall, temperature). Furthermore, it outputs actionable treatment suggestions through a rule-based prescription engine, combining image severity and weather risk.

Group Members

star iconKyle Robin Andayastar iconRami Yousef Abuarqoubstar iconJohn Waver O. Aguilarstar iconNeero Cruzstar iconRolen Christoper Paradeza

Mentor

star iconMs. Marilyn Sanchez

Topics

star iconAgriculture

AVP

Gallery

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CS Expo 2025