wandb.data_types.Image

​​View source on GitHub​
Wandb class for images.
Image(
    data_or_path: "ImageDataOrPathType",
    mode: Optional[str] = None,
    caption: Optional[str] = None,
    grouping: Optional[str] = None,
    classes: Optional[Union['Classes', Sequence[dict]]] = None,
    boxes: Optional[Union[Dict[str, 'BoundingBoxes2D'], Dict[str, dict]]] = None,
    masks: Optional[Union[Dict[str, 'ImageMask'], Dict[str, dict]]] = None
) -> None
Arguments
​
data_or_path
(numpy array, string, io) Accepts numpy array of image data, or a PIL image. The class attempts to infer the data format and converts it.
mode
(string) The PIL mode for an image. Most common are "L", "RGB", "RGBA". Full explanation at https://pillow.readthedocs.io/en/4.2.x/handbook/concepts.html#concept-modes.
caption
(string) Label for display of image.
Attributes
​
Methods
all_boxes
​View source​
@classmethod
all_boxes(
    images: Sequence['Image'],
    run: "LocalRun",
    run_key: str,
    step: Union[int, str]
) -> Union[List[Optional[dict]], bool]
all_captions
​View source​
@classmethod
all_captions(
    images: Sequence['Media']
) -> Union[bool, Sequence[Optional[str]]]
all_masks
​View source​
@classmethod
all_masks(
    images: Sequence['Image'],
    run: "LocalRun",
    run_key: str,
    step: Union[int, str]
) -> Union[List[Optional[dict]], bool]
guess_mode
​View source​
guess_mode(
    data: "np.ndarray"
) -> str
Guess what type of image the np.array is representing
to_uint8
​View source​
@classmethod
to_uint8(
    data: "np.ndarray"
) -> "np.ndarray"
Converts floating point image on the range [0,1] and integer images on the range [0,255] to uint8, clipping if necessary.
Class Variables
​
MAX_DIMENSION
65500
MAX_ITEMS
108

wandb.data_types.Html

wandb.data_types.ImageMask

Last updated 7 hours ago

Class Variables
`MAX_DIMENSION`	`65500`
`MAX_ITEMS`	`108`

wandb.data_types.Image

Methods

`all_boxes`

`all_captions`

`all_masks`

`guess_mode`

`to_uint8`

Arguments
`data_or_path`	(numpy array, string, io) Accepts numpy array of image data, or a PIL image. The class attempts to infer the data format and converts it.
`mode`	(string) The PIL mode for an image. Most common are "L", "RGB", "RGBA". Full explanation at https://pillow.readthedocs.io/en/4.2.x/handbook/concepts.html#concept-modes.
`caption`	(string) Label for display of image.