api.rst

Augmentations

.. currentmodule:: dm_pix

.. autosummary::

    adjust_brightness
    adjust_contrast
    adjust_gamma
    adjust_hue
    adjust_saturation
    affine_transform
    center_crop
    elastic_deformation
    flip_left_right
    flip_up_down
    gaussian_blur
    pad_to_size
    random_brightness
    random_contrast
    random_crop
    random_flip_left_right
    random_flip_up_down
    random_gamma
    random_hue
    random_saturation
    resize_with_crop_or_pad
    rotate
    rot90
    solarize

adjust_brightness

.. autofunction:: adjust_brightness

adjust_contrast

.. autofunction:: adjust_contrast

adjust_gamma

.. autofunction:: adjust_gamma

adjust_hue

.. autofunction:: adjust_hue

adjust_saturation

.. autofunction:: adjust_saturation

affine_transform

.. autofunction:: affine_transform

center_crop

.. autofunction:: center_crop

elastic_deformation

.. autofunction:: elastic_deformation

flip_left_right

.. autofunction:: flip_left_right

flip_up_down

.. autofunction:: flip_up_down

gaussian_blur

.. autofunction:: gaussian_blur

pad_to_size

.. autofunction:: pad_to_size

random_brightness

.. autofunction:: random_brightness

random_contrast

.. autofunction:: random_contrast

random_crop

.. autofunction:: random_crop

random_flip_left_right

.. autofunction:: random_flip_left_right

random_flip_up_down

.. autofunction:: random_flip_up_down

random_gamma

.. autofunction:: random_gamma

random_hue

.. autofunction:: random_hue

random_saturation

.. autofunction:: random_saturation

resize_with_crop_or_pad

.. autofunction:: resize_with_crop_or_pad

rotate

.. autofunction:: rotate

rot90

.. autofunction:: rot90

solarize

.. autofunction:: solarize

Color conversions

.. currentmodule:: dm_pix

.. autosummary::
    hsl_to_rgb
    hsv_to_rgb
    rgb_to_hsl
    rgb_to_hsv
    rgb_to_grayscale

hsl_to_rgb

.. autofunction:: hsl_to_rgb

hsv_to_rgb

.. autofunction:: hsv_to_rgb

rgb_to_hsl

.. autofunction:: rgb_to_hsl

rgb_to_hsv

.. autofunction:: rgb_to_hsv

rgb_to_grayscale

.. autofunction:: rgb_to_grayscale

Depth and space transformations

.. currentmodule:: dm_pix

.. autosummary::
    depth_to_space
    space_to_depth

depth_to_space

.. autofunction:: depth_to_space

space_to_depth

.. autofunction:: space_to_depth

Interpolation functions

.. currentmodule:: dm_pix

.. autosummary::
    flat_nd_linear_interpolate
    flat_nd_linear_interpolate_constant

flat_nd_linear_interpolate

.. autofunction:: flat_nd_linear_interpolate

flat_nd_linear_interpolate_constant

.. autofunction:: flat_nd_linear_interpolate_constant

Metrics

.. currentmodule:: dm_pix

.. autosummary::
    mae
    mse
    psnr
    rmse
    simse
    ssim

mae

.. autofunction:: mae

mse

.. autofunction:: mse

psnr

.. autofunction:: psnr

rmse

.. autofunction:: rmse

simse

.. autofunction:: simse

ssim

.. autofunction:: ssim

Patch extraction functions

.. currentmodule:: dm_pix

.. autosummary::
    extract_patches

extract_patches

.. autofunction:: extract_patches