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- Welcome to the central repository for Omdena's resources. This repository serves as a comprehensive guide to help Data Scientists and Machine Learning Engineers at all levels, from beginners to advanced practitioners.
farm-identifier
Public- This open-source data science project, conducted in collaboration with Omdena and the Silicon Valley Chapter. Leveraging ML models with weather and climate data to forecast sub-seasonal temperatures in the U.S., enhancing preparedness for extreme weather events.
- This open-source data science project, conducted in collaboration with Omdena. Developing a multimodal AI model that integrates chest X-rays and EHR/clinical data to improve the detection accuracy of pneumonia and tuberculosis. This project leverages advanced machine learning techniques to provide actionable insights for healthcare decision-making.
omdena-kenya-floodimpact
Public- 🥭 Designed and optimized a CNN architecture to accurately detect and classify 7 types of mango leaf diseases, reaching 99.21% test accuracy