Fast and Efficient Root Phenotyping via Pose Estimation
Elizabeth M. Berrigan, Lin Wang, Hannah Carrillo, Kimberly Echegoyen, Mikayla Kappes, Jorge Torres, Angel Ai-Perreira, Erica McCoy, Emily Shane, Charles D. Copeland, Lauren Ragel, Charidimos Georgousakis, Sang‐Hwa Lee, Dawn Reynolds, Avery Talgo, Juan Gonzalez, Ling Zhang, Ashish B. Rajurkar, M. Lozano Ruiz, Erin Daniels, Liezl Maree, Shree R. Pariyar, Wolfgang Busch, Talmo Pereira
Abstract
, all training data, models, and trait extraction code available at: https://github.com/talmolab/sleap-roots and https://osf.io/k7j9g/.
Topics & Concepts
SegmentationArtificial intelligenceComputer scienceLandmarkClassifier (UML)PoseAnnotationPython (programming language)Pattern recognition (psychology)Source codeSoftwareImage segmentationComputer visionOperating systemProgramming languageSmart Agriculture and AIPlant Molecular Biology ResearchLeaf Properties and Growth Measurement