Gebrhans weldergs (magelgebrhans)

AI researcher and software developer building explainable computer vision and agentic AI solutions for agriculture.

DiseaseDetectPro: Agentic Crop Vision AI
DiseaseDetectPro: Agentic Crop Vision AI

An OpenCV 5 and AWS-powered agentic vision system that detects crop diseases, explains its predictions, and delivers actionable insights to help farmers protect crops and improve food security.

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potato-disease-detection
potato-disease-detection

EfficientNetB0-CBAM with Grad-CAM++ for explainable potato leaf disease classification and climate-aware recommendation.

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maize-disease-detection
maize-disease-detection

AI-based maize disease detection using VGG16, CBAM attention, Grad-CAM++ explainability, and environmental risk assessment.

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mango-disease-detection
mango-disease-detection

AI-based mango disease detection using VGG16, CBAM attention, Grad-CAM++ explainability, and environmental risk assessment.

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tigrinya-grammar-error-detection
tigrinya-grammar-error-detection

Machine learning-based Tigrinya grammar error detection using TF-IDF, Logistic Regression, Random Forest, and Linear SVM.

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Crop-Disease-Diagnosis-and-Treatment-Guide
Crop-Disease-Diagnosis-and-Treatment-Guide

Crop Disease Diagnosis and Treatment Guide is an AI-powered agricultural application developed using AWS PartyRock. The system helps farmers and agricultural communities identify potential crop diseases and provides disease information, symptoms, and recommended treatment or management practices

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AI-and-ML-Learning-Hub
AI-and-ML-Learning-Hub

An AI-powered learning hub built with AWS PartyRock to help learners understand Artificial Intelligence, Machine Learning, key concepts, algorithms, and practical applications.

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AI-Programming-Learning-Platform-
AI-Programming-Learning-Platform-

AI-powered programming learning platform built with AWS PartyRock to help students and beginners learn programming concepts, coding techniques, and problem-solving skills in python.

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