猫と犬
コレクションでコンテンツを整理
必要に応じて、コンテンツの保存と分類を行います。
猫と犬の大きな画像セット。ドロップされた破損したイメージは 1738 個あります。
FeaturesDict({
'image': Image(shape=(None, None, 3), dtype=uint8),
'image/filename': Text(shape=(), dtype=string),
'label': ClassLabel(shape=(), dtype=int64, num_classes=2),
})
| 特徴 | クラス | 形 | Dタイプ | 説明 |
|---|
| 特徴辞書 | | | |
| 画像 | 画像 | (なし、なし、3) | uint8 | |
| 画像/ファイル名 | 文章 | | 弦 | |
| ラベル | クラスラベル | | int64 | |
@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)},
}
特に記載のない限り、このページのコンテンツはクリエイティブ・コモンズの表示 4.0 ライセンスにより使用許諾されます。コードサンプルは Apache 2.0 ライセンスにより使用許諾されます。詳しくは、Google Developers サイトのポリシーをご覧ください。Java は Oracle および関連会社の登録商標です。
最終更新日 2023-12-19 UTC。
[null,null,["最終更新日 2023-12-19 UTC。"],[],[],null,["# cats_vs_dogs\n\n\u003cbr /\u003e\n\n- **Description**:\n\nA large set of images of cats and dogs. There are 1738 corrupted images that are\ndropped.\n\n- **Additional Documentation** :\n [Explore on Papers With Code\n north_east](https://paperswithcode.com/dataset/cats-vs-dogs)\n\n- **Homepage** :\n \u003chttps://www.microsoft.com/en-us/download/details.aspx?id=54765\u003e\n\n- **Source code** :\n [`tfds.image_classification.CatsVsDogs`](https://github.com/tensorflow/datasets/tree/master/tensorflow_datasets/image_classification/cats_vs_dogs.py)\n\n- **Versions**:\n\n - `4.0.0`: New split API (\u003chttps://tensorflow.org/datasets/splits\u003e)\n - **`4.0.1`** (default): Recoding images in generator to fix corrupt JPEG data warnings (\u003chttps://github.com/tensorflow/datasets/issues/2188\u003e)\n- **Download size** : `786.67 MiB`\n\n- **Dataset size** : `1.04 GiB`\n\n- **Auto-cached**\n ([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):\n No\n\n- **Splits**:\n\n| Split | Examples |\n|-----------|----------|\n| `'train'` | 23,262 |\n\n- **Feature structure**:\n\n FeaturesDict({\n 'image': Image(shape=(None, None, 3), dtype=uint8),\n 'image/filename': Text(shape=(), dtype=string),\n 'label': ClassLabel(shape=(), dtype=int64, num_classes=2),\n })\n\n- **Feature documentation**:\n\n| Feature | Class | Shape | Dtype | Description |\n|----------------|--------------|-----------------|--------|-------------|\n| | FeaturesDict | | | |\n| image | Image | (None, None, 3) | uint8 | |\n| image/filename | Text | | string | |\n| label | ClassLabel | | int64 | |\n\n- **Supervised keys** (See\n [`as_supervised` doc](https://www.tensorflow.org/datasets/api_docs/python/tfds/load#args)):\n `('image', 'label')`\n\n- **Figure**\n ([tfds.show_examples](https://www.tensorflow.org/datasets/api_docs/python/tfds/visualization/show_examples)):\n\n- **Examples** ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):\n\nDisplay examples... \n\n- **Citation**:\n\n @Inproceedings (Conference){asirra-a-captcha-that-exploits-interest-aligned-manual-image-categorization,\n author = {Elson, Jeremy and Douceur, John (JD) and Howell, Jon and Saul, Jared},\n title = {Asirra: A CAPTCHA that Exploits Interest-Aligned Manual Image Categorization},\n booktitle = {Proceedings of 14th ACM Conference on Computer and Communications Security (CCS)},\n year = {2007},\n month = {October},\n publisher = {Association for Computing Machinery, Inc.},\n url = {https://www.microsoft.com/en-us/research/publication/asirra-a-captcha-that-exploits-interest-aligned-manual-image-categorization/},\n edition = {Proceedings of 14th ACM Conference on Computer and Communications Security (CCS)},\n }"]]
