Method / resourcemodel-written summary

Int8 quantization reduced weed classifier inference time.

A claim from QWID: Quantized Weed Identification Deep Neural Network · 2024

Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Int8 quantization reduced weed classifier inference time.

Taxon
weedt0
Outcome
inference timee0
Direction
reductionse0

Not reportedMaterialGeneCompoundOrgan / stageInteractorInteractor roleSecond interactorSecond interactor roleTreatmentComparatorSettingValueQualifier

Verbatim

e0

“staggering model size and inference time reductions while maintaining accuracy”

✓ located verbatim in the source · abstract, characters 789–867
t0

“Weed”

✓ located verbatim in the source · title, characters 16–20

Title

QWID: Quantized Weed Identification Deep Neural Network

Parikshit Singh Rathore Proceedings of the Conference on Robots and Vision 2024. doi:10.21428/d82e957c.0b4519c5

Other claims from this paper (1)

Record rev-d174b73cf256b1dce6baf9e9c9bcc89957dc5f77c67276f25887ed93f25e713c · schema claims-v0.9 · position 2 in the model’s answer