transform_color_jitter: Randomly change the brightness, contrast and saturation of an...

In mlverse/torchvision: Models, Datasets and Transformations for Images

Randomly change the brightness, contrast and saturation of an image

Description

Randomly change the brightness, contrast and saturation of an image

Usage

transform_color_jitter(
  img,
  brightness = 0,
  contrast = 0,
  saturation = 0,
  hue = 0
)

Arguments

img	A magick-image, array or torch_tensor.
brightness	(float or tuple of float (min, max)): How much to jitter brightness. brightness_factor is chosen uniformly from ⁠[max(0, 1 - brightness), 1 + brightness]⁠ or the given ⁠[min, max]⁠. Should be non negative numbers.
contrast	(float or tuple of float (min, max)): How much to jitter contrast. contrast_factor is chosen uniformly from ⁠[max(0, 1 - contrast), 1 + contrast]⁠ or the given ⁠[min, max]⁠. Should be non negative numbers.
saturation	(float or tuple of float (min, max)): How much to jitter saturation. saturation_factor is chosen uniformly from ⁠[max(0, 1 - saturation), 1 + saturation]⁠ or the given ⁠[min, max]⁠. Should be non negative numbers.
hue	(float or tuple of float (min, max)): How much to jitter hue. hue_factor is chosen uniformly from ⁠[-hue, hue]⁠ or the given ⁠[min, max]⁠. Should have 0<= hue <= 0.5 or -0.5 <= min <= max <= 0.5.

See Also

Other transforms: transform_adjust_brightness(), transform_adjust_contrast(), transform_adjust_gamma(), transform_adjust_hue(), transform_adjust_saturation(), transform_affine(), transform_center_crop(), transform_convert_image_dtype(), transform_crop(), transform_five_crop(), transform_grayscale(), transform_hflip(), transform_linear_transformation(), transform_normalize(), transform_pad(), transform_perspective(), transform_random_affine(), transform_random_apply(), transform_random_choice(), transform_random_crop(), transform_random_erasing(), transform_random_grayscale(), transform_random_horizontal_flip(), transform_random_order(), transform_random_perspective(), transform_random_resized_crop(), transform_random_rotation(), transform_random_vertical_flip(), transform_resize(), transform_resized_crop(), transform_rgb_to_grayscale(), transform_rotate(), transform_ten_crop(), transform_to_tensor(), transform_vflip()

mlverse/torchvision documentation built on Sept. 18, 2024, 4:03 p.m.