Object Counting - Groups

Point, Segment and Count: A Generalized Framework for Object Counting

Class-agnostic object counting aims to count all objects in an image with respect to example boxes or class names, a.k.a few-shot and zero-shot counting.

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CARPK

The CARPK dataset is a large-scale aerial dataset for counting cars in parking lots. It contains images with a top-down view covering 4 different parking lots.

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Training-free Object Counting with Prompts

Object counting in images

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FSC-147

Class-Agnostic Counting (CAC) dataset, includes 6,135 images across 147 categories, divided into 3,659 training, 1,286 validation, and 1,190 test images.

Dataset
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FSC147

The FSC147 dataset is a large-scale dataset for evaluating class-agnostic counting (CAC) models. It contains 6,135 natural images of 147 object categories.

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5 datasets found

Point, Segment and Count: A Generalized Framework for Object Counting

CARPK

Training-free Object Counting with Prompts

FSC-147

FSC147