---
dataset_info:
  features:
  - name: image
    dtype:
      image:
        mode: RGB
  - name: label
    dtype:
      class_label:
        names:
          '0': Basophil
          '1': Eosinophil
          '2': Lymphocyte
          '3': Monocyte
          '4': Neutrophil
  splits:
  - name: cropped
    num_bytes: 67705296.008
    num_examples: 1407
  - name: augmented
    num_bytes: 38799344.112
    num_examples: 1464
  - name: original
    num_bytes: 1215365418
    num_examples: 285
  download_size: 1293100320
  dataset_size: 1321870058.12
configs:
- config_name: default
  data_files:
  - split: cropped
    path: data/cropped-*
  - split: augmented
    path: data/augmented-*
  - split: original
    path: data/original-*
license: cc-by-4.0
task_categories:
- image-classification
language:
- en
tags:
- veterinary
- cell classification
- animal
- endangered species
- microscopy
- microscopic biological image
- pig
- blood cell
- white blood cell
- cell counting

pretty_name: Dataset for Machine Learning-Based Classification of White Blood Cells of the Juvenile Visayan Warty Pig
size_categories:
- 1K<n<10K
---

# WartyPig Dataset

[![](https://ieee-dataport.org/sites/default/files/styles/3x2/public/Graphical%20abstract_2.png)](https://dx.doi.org/10.21227/3qsb-d447)

## Dataset Description

- **Homepage:** [WartyPig Dataset](https://dx.doi.org/10.21227/3qsb-d447)

## Description
This dataset was prepared to aid in the creation of a machine learning algorithm that would classify the white blood cells in thin blood smears of juvenile Visayan warty pigs.
The creation of this dataset was deemed imperative because of the limited availability of blood smear images collected from the critically endangered species on the internet.
The dataset contains 3,457 images of various types of white blood cells (JPEG).

## Citations

```bibtex
@data{3qsb-d447-22,
  title     = {Dataset for Machine Learning-Based Classification of White Blood Cells of the Juvenile Visayan Warty Pig},
  author    = {Alipo-on, Jacqueline Rose and Escobar, Francesca Isabelle and Novia, Jemima Loise and Atienza, Monica Marie and Mana-ay, Sonny and Tan, Myles Joshua and AlDahoul, Nouar and Yu, Evan},
  year      = 2022,
  publisher = {IEEE Dataport},
  doi       = {10.21227/3qsb-d447},
  url       = {https://dx.doi.org/10.21227/3qsb-d447}
}
```