What is the actual difference between the zero-shot and the few-shot test scripts?

Verg-Avesta / CounTR

CounTR: Transformer-based Generalised Visual Counting

https://verg-avesta.github.io/CounTR_Webpage/

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What is the actual difference between the zero-shot and the few-shot test scripts? #30

Closed JavierUrenaPhDProjects closed 9 months ago

JavierUrenaPhDProjects commented 1 year ago

Just that, what is the exact difference? I know zero-shot takes longer than few-shot, but I dont know exactly well what is the objective of one or the other.

Verg-Avesta commented 1 year ago

You can refer to the paper. Zero-shot uses zero exemplar bound boxes in counting, and some test-time normalisation tricks are corrsspondingly changed.