KB
Kenneth Ball
Researcher
Geometric Data Analytics
I'm working on
2 years ago
Applied mathematician specializing in ML/AI and modeling.
About
Broad mathematical modeling and inferential learning research in diverse application fields including logistics, environmental sciences, distributed sensing, computer vision, and agriculture. Specializes in active learning/HCI, mathematic models, information theory, and geometric analysis of data.
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Geometric Data Analytics
Distributed image analysis platform for greenhouse fertigation decision support
A software system that uses edge computing devices to extract features from time-series images of tomato plants, enabling more responsive and translatable fertigation decision support than traditional models. Designed fo...
TechnologyConceptualCompany
Geometric Data Analytics
Automated root image analysis for plant phenotyping and health assessment
Machine learning algorithm that automates segmentation and classification of minirhizotron root images, reducing 250 hours of manual annotation to approximately 6 hours. Enables higher-frequency, non-destructive root ima...
TechnologyIn developmentCompany
Geometric Data Analytics
Actively learned materials segmentation and classification software for scrap analysis
This software utilizes active learning and automated image segmentation to classify bulk scrap materials, overcoming data labeling challenges. It provides comprehensive material analysis and can be customized for various...
TechnologyIn developmentCompany
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