- Description:
A large set of images of horses and humans.
Homepage: http://laurencemoroney.com/horses-or-humans-dataset
Source code:
tfds.image_classification.HorsesOrHumans
Versions:
3.0.0
(default): New split API (https://tensorflow.org/datasets/splits)
Download size:
153.59 MiB
Dataset size:
153.53 MiB
Auto-cached (documentation): Yes (test), Only when
shuffle_files=False
(train)Splits:
Split | Examples |
---|---|
'test' |
256 |
'train' |
1,027 |
- Feature structure:
FeaturesDict({
'image': Image(shape=(300, 300, 3), dtype=uint8),
'label': ClassLabel(shape=(), dtype=int64, num_classes=2),
})
- Feature documentation:
Feature | Class | Shape | Dtype | Description |
---|---|---|---|---|
FeaturesDict | ||||
image | Image | (300, 300, 3) | uint8 | |
label | ClassLabel | int64 |
Supervised keys (See
as_supervised
doc):('image', 'label')
Figure (tfds.show_examples):
- Examples (tfds.as_dataframe):
- Citation:
@ONLINE {horses_or_humans,
author = "Laurence Moroney",
title = "Horses or Humans Dataset",
month = "feb",
year = "2019",
url = "http://laurencemoroney.com/horses-or-humans-dataset"
}