- Deskripsi :
Satu set besar gambar kucing dan anjing. Ada 1738 gambar rusak yang dijatuhkan.
Situs web : https://www.microsoft.com/en-us/download/details.aspx?id=54765
Kode sumber :
tfds.image_classification.CatsVsDogs
Versi :
-
4.0.0
(default): API split baru ( https://tensorflow.org/datasets/splits )
-
Ukuran unduhan :
786.68 MiB
Ukuran kumpulan data :
Unknown size
Cache otomatis ( dokumentasi ): Tidak diketahui
Perpecahan :
Membelah | Contoh |
---|---|
'train' | 23.262 |
- Struktur fitur :
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),
})
- Dokumentasi fitur :
Fitur | Kelas | Membentuk | Tipe D | Keterangan |
---|---|---|---|---|
FiturDict | ||||
gambar | Gambar | (Tidak ada, Tidak ada, 3) | tf.uint8 | |
gambar/nama file | Teks | tf.string | ||
label | Label Kelas | tf.int64 |
Kunci yang diawasi (Lihat
as_supervised
doc ):('image', 'label')
Gambar ( tfds.show_examples ):
- Contoh ( tfds.as_dataframe ):
- kutipan :
@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)},
}