Few-Shot Learning - Groups

MiniImageNet, TieredImageNet, and CUB

MiniImageNet, TieredImageNet, and CUB are used for few-shot learning tasks.
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Birds

Birds dataset consists of 28752 images of birds, each described by a Fisher vector representation.
- Dataset
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CIFAR-FS

The CIFAR-FS dataset is a few-shot learning dataset, consisting of 60,000 color images from 100 classes with 600 examples per class.
- Dataset
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MiniImageNet, Caltech-UCSD Birds 200-2011, TieredImageNet, OfficeHome

MiniImageNet, Caltech-UCSD Birds 200-2011, TieredImageNet, OfficeHome
- Dataset
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MiniImagenet

The MiniImagenet dataset is a benchmark for few-shot learning, consisting of 60,000 images from 21 classes, each with 300 images.
- Dataset
- JSON

5 datasets found