Multi-Dimensional Machine Learning Approaches for Fruit Shape Recognition and Phenotyping in Strawberry

Abstract excerpt

<h4>Background</h4> Shape is a critical element of the visual appeal of strawberry fruit and determined by both genetic and non-genetic factors. Current fruit phenotyping approaches for external characteristics in strawberry rely on the human eye to make categorical assessments. However, fruit shape is multi-dimensional, continuously variable, and not adequately described by a single quantitative variable. Morpho...

Topics

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• Algorithms
• Fragaria
• Fruit
• Genetic Association Studies
• Inheritance Patterns
• Machine Learning
• Models, Theoretical
• Phenotype

Identifiers and source

Literature Corpus work

490c189f-691f-5788-8a3e-8b4e29dee8e8

DOI

10.1101/736397