rgb_shift
RGBShift
¶
Bases: ImageOnlyAlbumentation
Randomly shift the channel values for an input RGB image.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
inputs |
Union[str, Iterable[str]]
|
Key(s) of images to be normalized. |
required |
outputs |
Union[str, Iterable[str]]
|
Key(s) into which to write the normalized images. |
required |
mode |
Union[None, str, Iterable[str]]
|
What mode(s) to execute this Op in. For example, "train", "eval", "test", or "infer". To execute regardless of mode, pass None. To execute in all modes except for a particular one, you can pass an argument like "!infer" or "!train". |
None
|
ds_id |
Union[None, str, Iterable[str]]
|
What dataset id(s) to execute this Op in. To execute regardless of ds_id, pass None. To execute in all ds_ids except for a particular one, you can pass an argument like "!ds1". |
None
|
r_shift_limit |
Union[int, Tuple[int, int]]
|
range for changing values for the red channel. If r_shift_limit is a single int, the range will be (-r_shift_limit, r_shift_limit). |
20
|
g_shift_limit |
Union[int, Tuple[int, int]]
|
range for changing values for the green channel. If g_shift_limit is a single int, the range will be (-g_shift_limit, g_shift_limit). |
20
|
b_shift_limit |
Union[int, Tuple[int, int]]
|
range for changing values for the blue channel. If b_shift_limit is a single int, the range will be (-b_shift_limit, b_shift_limit). |
20
|
Image types
uint8, float32