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Additional image manipulation ops.
Functions
adjust_hsv_in_yiq(...)
: Adjust hue, saturation, value of an RGB image in YIQ color space.
angles_to_projective_transforms(...)
: Returns projective transform(s) for the given angle(s).
blend(...)
: Blend image1
and image2
using factor
.
compose_transforms(...)
: Composes the transforms tensors.
connected_components(...)
: Labels the connected components in a batch of images.
cutout(...)
: Apply cutout to images.
dense_image_warp(...)
: Image warping using per-pixel flow vectors.
equalize(...)
: Equalize image(s)
euclidean_dist_transform(...)
: Applies euclidean distance transform(s) to the image(s).
gaussian_filter2d(...)
: Perform Gaussian blur on image(s).
interpolate_bilinear(...)
: Similar to Matlab's interp2 function.
interpolate_spline(...)
: Interpolate signal using polyharmonic interpolation.
mean_filter2d(...)
: Perform mean filtering on image(s).
median_filter2d(...)
: Perform median filtering on image(s).
random_cutout(...)
: Apply cutout to images with random offset.
random_hsv_in_yiq(...)
: Adjust hue, saturation, value of an RGB image randomly in YIQ color space.
resampler(...)
: Resamples input data at user defined coordinates.
rotate(...)
: Rotate image(s) counterclockwise by the passed angle(s) in radians.
sharpness(...)
: Change sharpness of image(s).
shear_x(...)
: Perform shear operation on an image (x-axis).
shear_y(...)
: Perform shear operation on an image (y-axis).
sparse_image_warp(...)
: Image warping using correspondences between sparse control points.
transform(...)
: Applies the given transform(s) to the image(s).
translate(...)
: Translate image(s) by the passed vectors(s).
translate_xy(...)
: Translates image in X or Y dimension.
translations_to_projective_transforms(...)
: Returns projective transform(s) for the given translation(s).