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Table 1 Various few-shot datasets

From: A survey of few-shot learning in smart agriculture: developments, applications, and challenges

Dataset

Source

Number of classes

Number of images

Image Size

Omniglot

CUB

mini-ImageNet

tiered-ImageNet

Fewshot-CIFAR100

CIFAR-FS

–

–

ImageNet

ImageNet

CIFAR100

CIFAR100

1623

200

100

608

100

100

32,460

11,788

60,000

779,165

60,000

60,000

28 × 28

84 × 84

84 × 84

84 × 84

32 × 32

32 × 32