transform_adjust_gamma: Adjust the gamma of an RGB image

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

Adjust the gamma of an RGB image

Description

Also known as Power Law Transform. Intensities in RGB mode are adjusted based on the following equation:

I_{\mbox{out}} = 255 \times \mbox{gain} \times \left (\frac{I_{\mbox{in}}}{255}\right)^{\gamma}

Usage

transform_adjust_gamma(img, gamma, gain = 1)

Arguments

img	A magick-image, array or torch_tensor.
gamma	(float): Non negative real number, same as \gamma in the equation. gamma larger than 1 make the shadows darker, while gamma smaller than 1 make dark regions lighter.
gain	(float): The constant multiplier.

Details

See Gamma Correction for more details.

See Also

Other transforms: transform_adjust_brightness(), transform_adjust_contrast(), transform_adjust_hue(), transform_adjust_saturation(), transform_affine(), transform_center_crop(), transform_color_jitter(), 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.