Article
Challenges and Opportunities in Machine-Augmented Plant Stress Phenotyping.
Trends in plant science - 1 Jan 2021
Singh Arti, Jones Sarah, Ganapathysubramanian Baskar, Sarkar Soumik, Mueller Daren, Sandhu Kulbir, Nagasubramanian Koushik
Abstract excerpt
Plant stress phenotyping is essential to select stress-resistant varieties and develop better stress-management strategies. Standardization of visual assessments and deployment of imaging techniques have improved the accuracy and reliability of stress assessment in comparison with unaided visual measurement. The growing capabilities of machine learning (ML) methods in conjunction with image-based phenotyping can...
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