The hyperspectral imaging plus improved YOLOv5 pipeline detected early latent bruises on mangoes with mAP_0.5 of 98.2%, with balanced precision and recall and fast inference at 320×320 resolution.

Claim · model-written summary

The hyperspectral imaging plus improved YOLOv5 pipeline detected early latent bruises on mangoes with mAP_0.5 of 98.2%, with balanced precision and recall and fast inference at 320×320 resolution.

Taxon

mangoesMangifera indicat0

Outcome

mAP_0.5e1

Value

98.2%e1

Not reportedMaterialGeneCompoundOrgan / stageInteractorInteractor roleSecond interactorSecond interactor roleTreatmentComparatorSettingDirectionQualifier

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Verbatim

t0

“mangoes”

e1

“The resulting pipeline detected early latent bruises with high accuracy, achieving mAP_0.5 = 98.2% with balanced precision/recall and fast inference at 320×320 resolution”