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README.md
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About Dataset
A version of the Kaggle BCCD White Blood Cell (WBC) dataset modified for out-of-domain few-shot classification.
We recommend using this dataset as an out-of-domain testing target for few-shot classification. As such, no training/testing splits are published.
The original version can be found here.
All credit goes to the original authors of this dataset (Shenggan and Paul Mooney).
Dataset Structure and Composition
This dataset is structured as an image folder dataset, meaning each folder represents a class and contains images of the respective class.
Total Number of Images: 3500
Total Number of Classes: 5
Images per Class: 700
Image Size: 84x84px
Changes
- All novel cell images have been pooled into a singular image dataset.
- Basophil cell images have been extracted from the master dataset and added as a new class. Images in the basophil class have been resampled following the same procedure applied in the original dataset.
Testing Setup
In-domain Training Set: mini-imagenet training set
Testing Settings: 5-way 1-shot and 5-way 5-shot