pet_finder

• Description:

Dataset with images from 5 classes (see config name for information on the specific class)

• Homepage: https://www.kaggle.com/c/petfinder-adoption-prediction/data

• Source code: tfds.datasets.pet_finder.Builder

• Versions:

  • 1.0.0 (default): No release notes.

• Download size: 1.94 GiB

• Dataset size: 1.90 GiB

• Auto-cached (documentation): No

• Splits:

Split	Examples
'test'	14,465
'train'	58,311

• Feature structure:

FeaturesDict({
    'PetID': Text(shape=(), dtype=string),
    'attributes': FeaturesDict({
        'Age': int64,
        'Breed1': int64,
        'Breed2': int64,
        'Color1': int64,
        'Color2': int64,
        'Color3': int64,
        'Dewormed': int64,
        'Fee': int64,
        'FurLength': int64,
        'Gender': int64,
        'Health': int64,
        'MaturitySize': int64,
        'Quantity': int64,
        'State': int64,
        'Sterilized': int64,
        'Type': int64,
        'Vaccinated': int64,
        'VideoAmt': int64,
    }),
    'image': Image(shape=(None, None, 3), dtype=uint8),
    'image/filename': Text(shape=(), dtype=string),
    'label': ClassLabel(shape=(), dtype=int64, num_classes=5),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
PetID	Text		string
attributes	FeaturesDict
attributes/Age	Tensor		int64
attributes/Breed1	Tensor		int64
attributes/Breed2	Tensor		int64
attributes/Color1	Tensor		int64
attributes/Color2	Tensor		int64
attributes/Color3	Tensor		int64
attributes/Dewormed	Tensor		int64
attributes/Fee	Tensor		int64
attributes/FurLength	Tensor		int64
attributes/Gender	Tensor		int64
attributes/Health	Tensor		int64
attributes/MaturitySize	Tensor		int64
attributes/Quantity	Tensor		int64
attributes/State	Tensor		int64
attributes/Sterilized	Tensor		int64
attributes/Type	Tensor		int64
attributes/Vaccinated	Tensor		int64
attributes/VideoAmt	Tensor		int64
image	Image	(None, None, 3)	uint8
image/filename	Text		string
label	ClassLabel		int64

• Supervised keys (See as_supervised doc): ('attributes', 'label')

• Figure (tfds.show_examples):

• Examples (tfds.as_dataframe):

• Citation:

@ONLINE {kaggle-petfinder-adoption-prediction,
    author = "Kaggle and PetFinder.my",
    title  = "PetFinder.my Adoption Prediction",
    month  = "april",
    year   = "2019",
    url    = "https://www.kaggle.com/c/petfinder-adoption-prediction/data/"
}