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Off-the-shelf image analysis models outperform human visual assessment in identifying genes controlling seed color variation in sorghum

2024-07-23

Abstract excerpt

Seed color is a complex phenotype linked to both the impact of grains on human health and consumer acceptance of new crop varieties. Today seed color is often quantified via either qualitative human assessment or biochemical assays for specific colored metabolites. Imaging-based approaches have the potential to be more quantitative than human scoring while lower cost than biochemical assays. We assessed the feasib...

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Literature Corpus work
a45fa6e7-3f8e-5263-9cf5-0ec08b5d3b93
DOI
10.1101/2024.07.22.604683
Open publication

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Off-the-shelf image analysis models outperform human visual assessment in identifying genes controlling seed color variation in sorghumDOI 10.1101/2024.07.22.604683
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