High-Throughput Phenotyping
Using automated imaging, sensors, and robotics to measure plant or animal traits at scale for breeding and research.
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Why It Matters
AI-powered image analysis is accelerating phenotyping, but professionals who can design phenotyping experiments, calibrate sensors, and validate AI-derived trait measurements are essential for reliable results.
How to Get Started
Study plant or animal phenomics through resources from the International Plant Phenotyping Network. Learn image analysis with PlantCV or Python-based tools and explore drone-based phenotyping methods.
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