Segment Anything for Comprehensive Analysis of Grapevine Cluster Architecture and Berry Properties
Efrain Torres‐Lomas, Jimena Lado-Bega, Guillermo Garcia-Zamora, Luis Díaz‐García
Abstract
= 0.87). We emphasized the critical importance of the angle at which the cluster is imaged, noting its substantial effect on berry counts and architecture. We proposed different approaches in which berry location information facilitated the calculation of complex features related to cluster architecture and compactness. Finally, we discussed SAM's potential integration into currently available pipelines for image generation and processing in vineyard conditions.
Topics & Concepts
BerryComputer scienceSegmentationArtificial intelligenceVineyardCluster (spacecraft)Object (grammar)GeneralizationVisibilityPattern recognition (psychology)ScalabilityComputer visionMathematicsGeographyMeteorologyArchaeologyDatabaseMathematical analysisBiologyProgramming languageBotanyHorticultural and Viticultural ResearchFermentation and Sensory AnalysisNuts composition and effects