- Description:
Un grand ensemble d'images de chats et de chiens. Il y a 1738 images corrompues qui sont supprimées.
Page d' accueil: https://www.microsoft.com/en-us/download/details.aspx?id=54765
Code source:
tfds.image_classification.CatsVsDogs
versions:
-
4.0.0
(par défaut): Nouvelle API split ( https://tensorflow.org/datasets/splits )
-
Taille du téléchargement:
786.68 MiB
Taille Dataset:
Unknown size
Mis en cache automatique ( documentation ): Inconnu
scissions:
Diviser | Exemples |
---|---|
'train' | 23 262 |
- Caractéristiques:
FeaturesDict({
'image': Image(shape=(None, None, 3), dtype=tf.uint8),
'image/filename': Text(shape=(), dtype=tf.string),
'label': ClassLabel(shape=(), dtype=tf.int64, num_classes=2),
})
Clés (Voir encadrés
as_supervised
doc ):('image', 'label')
Figure ( tfds.show_examples ):
- Exemples ( tfds.as_dataframe ):
- citation:
@Inproceedings (Conference){asirra-a-captcha-that-exploits-interest-aligned-manual-image-categorization,
author = {Elson, Jeremy and Douceur, John (JD) and Howell, Jon and Saul, Jared},
title = {Asirra: A CAPTCHA that Exploits Interest-Aligned Manual Image Categorization},
booktitle = {Proceedings of 14th ACM Conference on Computer and Communications Security (CCS)},
year = {2007},
month = {October},
publisher = {Association for Computing Machinery, Inc.},
url = {https://www.microsoft.com/en-us/research/publication/asirra-a-captcha-that-exploits-interest-aligned-manual-image-categorization/},
edition = {Proceedings of 14th ACM Conference on Computer and Communications Security (CCS)},
}