pxGPT achieves 0.572 to 0.712 agreement with human annotators in extracting 38-45 plant traits from Brassica images, matching human consistency levels.
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Moving in bioRxiv, Environmental research, Plant, Cell & Environment, Bioinformatics, Journal of Experimental Botany and Nature.
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pxGPT achieves 0.572 to 0.712 agreement with human annotators in extracting 38-45 plant traits from Brassica images, matching human consistency levels.
Spectral libraries from AVIRIS-NG data enable 94% accuracy in plant functional type classification in Indian wildlife sanctuary.
FieldDino enables rapid, high-throughput in-field phenotyping of stomatal traits with 97.1% detection accuracy across 200 wheat genotypes.
Integrating agronomic, genomic, and remote sensing approaches improves wheat nitrogen use efficiency by addressing key physiological and technological constraints.
MorphOTU enables accurate, species-level biodiversity estimation directly from specimen images, matching expert identifications across diverse biological datasets.
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