豆

参考文献:

• コード
• ハグフェイス

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:beans')

• 説明：

Beans is a dataset of images of beans taken in the field using smartphone
cameras. It consists of 3 classes: 2 disease classes and the healthy class.
Diseases depicted include Angular Leaf Spot and Bean Rust. Data was annotated
by experts from the National Crops Resources Research Institute (NaCRRI) in
Uganda and collected by the Makerere AI research lab.

• ライセンス: 既知のライセンスはありません
• バージョン: 0.0.0
• 分割:

スプリット	例
'test'	128
'train'	1034
'validation'	133

• 特徴：

{
    "image_file_path": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "image": {
        "decode": true,
        "id": null,
        "_type": "Image"
    },
    "labels": {
        "num_classes": 3,
        "names": [
            "angular_leaf_spot",
            "bean_rust",
            "healthy"
        ],
        "id": null,
        "_type": "ClassLabel"
    }
}