Index

A

add_weighted() (in module kornia.color) AddWeighted (class in kornia.color) adjust_brightness() (in module kornia.color) adjust_contrast() (in module kornia.color) adjust_gamma() (in module kornia.color) adjust_hue() (in module kornia.color) adjust_saturation() (in module kornia.color) AdjustBrightness (class in kornia.color) AdjustContrast (class in kornia.color) AdjustGamma (class in kornia.color) AdjustHue (class in kornia.color) AdjustSaturation (class in kornia.color) affine() (in module kornia.geometry.transform) angle_axis_to_quaternion() (in module kornia.geometry.conversions) angle_axis_to_rotation_matrix() (in module kornia.geometry.conversions) apply_adjust_brightness() (in module kornia.augmentation.functional)

apply_adjust_contrast() (in module kornia.augmentation.functional) apply_adjust_gamma() (in module kornia.augmentation.functional) apply_adjust_hue() (in module kornia.augmentation.functional) apply_adjust_saturation() (in module kornia.augmentation.functional) apply_affine() (in module kornia.augmentation.functional) apply_color_jitter() (in module kornia.augmentation.functional) apply_crop() (in module kornia.augmentation.functional) apply_erase_rectangles() (in module kornia.augmentation.functional) apply_grayscale() (in module kornia.augmentation.functional) apply_hflip() (in module kornia.augmentation.functional) apply_motion_blur() (in module kornia.augmentation.functional) apply_perspective() (in module kornia.augmentation.functional) apply_rotation() (in module kornia.augmentation.functional) apply_transform() (AugmentationBase method) apply_vflip() (in module kornia.augmentation.functional) AugmentationBase (class in kornia.augmentation)

B

batch_size() (PinholeCamera property) bgr_to_grayscale() (in module kornia.color) bgr_to_rgb() (in module kornia.color) bgr_to_rgba() (in module kornia.color) BgrToGrayscale (class in kornia.color)

BgrToRgb (class in kornia.color) BgrToRgba (class in kornia.color) BlobHessian (class in kornia.feature) box_blur() (in module kornia.filters) BoxBlur (class in kornia.filters) build_pyramid() (in module kornia.geometry.transform)

C

cam2pixel() (in module kornia.geometry.camera.pinhole) camera_matrix() (PinholeCamera property) center_crop() (in module kornia.geometry.transform) CenterCrop (class in kornia.augmentation) clone() (PinholeCamera method) color_jitter() (in module kornia.augmentation.functional) ColorJitter (class in kornia.augmentation) compose_transformations() (in module kornia.geometry.linalg) compute_affine_transformation() (in module kornia.augmentation.functional) compute_correspond_epilines() (in module kornia.geometry.epipolar) compute_crop_transformation() (in module kornia.augmentation.functional) compute_hflip_transformation() (in module kornia.augmentation.functional) compute_intensity_transformation() (in module kornia.augmentation.functional) compute_perspective_transformation() (in module kornia.augmentation.functional) compute_projection_matrix() (DepthWarper method) compute_rotate_tranformation() (in module kornia.augmentation.functional) compute_subpixel_step() (DepthWarper method) compute_transformation() (AugmentationBase method)

compute_vflip_transformation() (in module kornia.augmentation.functional) confusion_matrix() (in module kornia.utils) conv_quad_interp3d() (in module kornia.geometry) conv_soft_argmax2d() (in module kornia.geometry) conv_soft_argmax3d() (in module kornia.geometry) convert_affinematrix_to_homography() (in module kornia.geometry.conversions) convert_points_from_homogeneous() (in module kornia.geometry.conversions) convert_points_to_homogeneous() (in module kornia.geometry.conversions) ConvQuadInterp3d (class in kornia.geometry) ConvSoftArgmax2d (class in kornia.geometry) ConvSoftArgmax3d (class in kornia.geometry) CornerGFTT (class in kornia.feature) CornerHarris (class in kornia.feature) create_meshgrid() (in module kornia.utils) create_meshgrid3d() (in module kornia.utils) crop_and_resize() (in module kornia.geometry.transform) cross_product_matrix() (in module kornia.geometry.epipolar) cx() (PinholeCamera property) cy() (PinholeCamera property)

D

decompose_essential_matrix() (in module kornia.geometry.epipolar) deg2rad() (in module kornia.geometry.conversions) Denormalize (class in kornia.augmentation) (class in kornia.color) denormalize() (in module kornia.color) denormalize_laf() (in module kornia.feature) denormalize_pixel_coordinates() (in module kornia.geometry.conversions)

denormalize_pixel_coordinates3d() (in module kornia.geometry.conversions) depth_to_3d() (in module kornia.geometry.depth) depth_to_normals() (in module kornia.geometry.depth) depth_warp() (in module kornia.geometry.warp) DepthWarper (class in kornia.geometry.warp) dice_loss() (in module kornia.losses) DiceLoss (class in kornia.losses)

E

ellipse_to_laf() (in module kornia.feature) essential_from_fundamental() (in module kornia.geometry.epipolar) essential_from_Rt() (in module kornia.geometry.epipolar) extract_patches_from_pyramid() (in module kornia.feature)

extract_patches_simple() (in module kornia.feature) extract_tensor_patches() (in module kornia.contrib) ExtractTensorPatches (class in kornia.contrib) extrinsics() (PinholeCamera property) eye_like() (in module kornia.geometry.epipolar)

F

filter2D() (in module kornia.filters) find_fundamental() (in module kornia.geometry.epipolar) fit() (ZCAWhitening method) focal_loss() (in module kornia.losses) FocalLoss (class in kornia.losses) forward() (DepthWarper method) (HomographyWarper method) (LAFAffineShapeEstimator method) (LAFOrienter method) (PassLAF method) (PatchAffineShapeEstimator method) (PatchDominantGradientOrientation method) (ScaleSpaceDetector method) (ZCAWhitening method)

fundamental_from_essential() (in module kornia.geometry.epipolar) fundamental_from_projections() (in module kornia.geometry.epipolar) fx() (PinholeCamera property) fy() (PinholeCamera property)

G

gaussian_blur2d() (in module kornia.filters) GaussianBlur2d (class in kornia.filters) generate_parameters() (AugmentationBase method) get_gaussian_kernel1d() (in module kornia.filters) get_gaussian_kernel2d() (in module kornia.filters) get_laf_center() (in module kornia.feature) get_laf_orientation() (in module kornia.feature)

get_laf_scale() (in module kornia.feature) get_laplacian_kernel1d() (in module kornia.filters) get_laplacian_kernel2d() (in module kornia.filters) get_motion_kernel2d() (in module kornia.filters) get_perspective_transform() (in module kornia.geometry.transform) get_rotation_matrix2d() (in module kornia.geometry.transform) gftt_response() (in module kornia.feature)

H

HardNet (class in kornia.feature) harris_response() (in module kornia.feature) hessian_response() (in module kornia.feature) Hflip (class in kornia.geometry.transform) hflip() (in module kornia.geometry.transform) histogram() (in module kornia.color)

histogram2d() (in module kornia.color) hls_to_rgb() (in module kornia.color) HlsToRgb (class in kornia.color) homography_warp() (in module kornia.geometry.warp) HomographyWarper (class in kornia.geometry.warp) hsv_to_rgb() (in module kornia.color) HsvToRgb (class in kornia.color)

I

image_to_tensor() (in module kornia.utils) intrinsics() (PinholeCamera property) intrinsics_inverse() (PinholeCamera method) intrinsics_like() (in module kornia.geometry.epipolar)

inverse_depth_smoothness_loss() (in module kornia.losses) inverse_transform() (ZCAWhitening method) inverse_transformation() (in module kornia.geometry.linalg) InverseDepthSmoothnessLoss (class in kornia.losses) invert_affine_transform() (in module kornia.geometry.transform)

J

js_div_loss_2d() (in module kornia.losses)

K

kl_div_loss_2d() (in module kornia.losses)

kornia.augmentation.functional (module)

L

laf_from_center_scale_ori() (in module kornia.feature) laf_from_three_points() (in module kornia.feature) laf_is_inside_image() (in module kornia.feature) laf_to_boundary_points() (in module kornia.feature) laf_to_three_points() (in module kornia.feature) LAFAffineShapeEstimator (class in kornia.feature)

LAFOrienter (class in kornia.feature) Laplacian (class in kornia.filters) laplacian() (in module kornia.filters) linear_transform() (in module kornia.color) load_pointcloud_ply() (in module kornia.utils) luv_to_rgb() (in module kornia.color) LuvToRgb (class in kornia.color)

M

make_upright() (in module kornia.feature) max_blur_pool2d() (in module kornia.contrib) MaxBlurPool2d (class in kornia.contrib) mean_iou() (in module kornia.utils) median_blur() (in module kornia.filters)

MedianBlur (class in kornia.filters) motion_blur() (in module kornia.filters) motion_from_essential() (in module kornia.geometry.epipolar) motion_from_essential_choose_solution() (in module kornia.geometry.epipolar) MotionBlur (class in kornia.filters)

N

nms2d() (in module kornia.feature) nms3d() (in module kornia.feature) non_maxima_suppression2d() (in module kornia.feature) non_maxima_suppression3d() (in module kornia.feature) NonMaximaSuppression2d (class in kornia.feature) NonMaximaSuppression3d (class in kornia.feature) Normalize (class in kornia.augmentation) (class in kornia.color)

normalize() (in module kornia.color) normalize_laf() (in module kornia.feature) normalize_pixel_coordinates() (in module kornia.geometry.conversions) normalize_pixel_coordinates3d() (in module kornia.geometry.conversions) normalize_points() (in module kornia.geometry.epipolar) normalize_quaternion() (in module kornia.geometry.conversions) normalize_transformation() (in module kornia.geometry.epipolar)

O

one_hot() (in module kornia.utils)

P

PassLAF (class in kornia.feature) PatchAffineShapeEstimator (class in kornia.feature) PatchDominantGradientOrientation (class in kornia.feature) perspective_transform_lafs() (in module kornia.geometry.linalg) PinholeCamera (class in kornia.geometry.camera.pinhole) pixel2cam() (in module kornia.geometry.camera.pinhole) precompute_warp_grid() (HomographyWarper method) project_points() (in module kornia.geometry.camera.perspective)

projection_from_KRt() (in module kornia.geometry.epipolar) projections_from_fundamental() (in module kornia.geometry.epipolar) psnr_loss() (in module kornia.losses) PSNRLoss (class in kornia.losses) PyrDown (class in kornia.geometry.transform) pyrdown() (in module kornia.geometry.transform) PyrUp (class in kornia.geometry.transform) pyrup() (in module kornia.geometry.transform)

Q

quaternion_exp_to_log() (in module kornia.geometry.conversions) quaternion_log_to_exp() (in module kornia.geometry.conversions)

quaternion_to_angle_axis() (in module kornia.geometry.conversions) quaternion_to_rotation_matrix() (in module kornia.geometry.conversions)

R

rad2deg() (in module kornia.geometry.conversions) raise_error_if_laf_is_not_valid() (in module kornia.feature) random_affine() (in module kornia.augmentation.functional) random_grayscale() (in module kornia.augmentation.functional) random_hflip() (in module kornia.augmentation.functional) random_intrinsics() (in module kornia.geometry.epipolar) random_perspective() (in module kornia.augmentation.functional) random_rectangle_erase() (in module kornia.augmentation.functional) random_rotation() (in module kornia.augmentation.functional) random_vflip() (in module kornia.augmentation.functional) RandomAffine (class in kornia.augmentation) RandomCrop (class in kornia.augmentation) RandomErasing (class in kornia.augmentation) RandomGrayscale (class in kornia.augmentation) RandomHorizontalFlip (class in kornia.augmentation) RandomMotionBlur (class in kornia.augmentation) RandomPerspective (class in kornia.augmentation) RandomResizedCrop (class in kornia.augmentation) RandomRotation (class in kornia.augmentation) RandomVerticalFlip (class in kornia.augmentation) relative_camera_motion() (in module kornia.geometry.epipolar) relative_transformation() (in module kornia.geometry.linalg) remap() (in module kornia.geometry.transform) render_gaussian2d() (in module kornia.geometry) Resize (class in kornia.geometry.transform) resize() (in module kornia.geometry.transform) rgb_to_bgr() (in module kornia.color) rgb_to_grayscale() (in module kornia.color)

rgb_to_hls() (in module kornia.color) rgb_to_hsv() (in module kornia.color) rgb_to_luv() (in module kornia.color) rgb_to_rgba() (in module kornia.color) rgb_to_xyz() (in module kornia.color) rgb_to_ycbcr() (in module kornia.color) rgb_to_yuv() (in module kornia.color) rgba_to_bgr() (in module kornia.color) rgba_to_rgb() (in module kornia.color) RgbaToBgr (class in kornia.color) RgbaToRgb (class in kornia.color) RgbToBgr (class in kornia.color) RgbToGrayscale (class in kornia.color) RgbToHls (class in kornia.color) RgbToHsv (class in kornia.color) RgbToLuv (class in kornia.color) RgbToRgba (class in kornia.color) RgbToXyz (class in kornia.color) RgbToYcbcr (class in kornia.color) RgbToYuv (class in kornia.color) Rot180 (class in kornia.geometry.transform) rot180() (in module kornia.geometry.transform) Rotate (class in kornia.geometry.transform) rotate() (in module kornia.geometry.transform) rotation_matrix() (PinholeCamera property) rotation_matrix_to_angle_axis() (in module kornia.geometry.conversions) rotation_matrix_to_quaternion() (in module kornia.geometry.conversions) rt_matrix() (PinholeCamera property)

S

sampson_epipolar_distance() (in module kornia.geometry.epipolar) save_pointcloud_ply() (in module kornia.utils) Scale (class in kornia.geometry.transform) scale() (in module kornia.geometry.transform) (PinholeCamera method) scale_() (PinholeCamera method) scale_intrinsics() (in module kornia.geometry.epipolar), [1] scale_laf() (in module kornia.feature) ScalePyramid (class in kornia.geometry.transform) ScaleSpaceDetector (class in kornia.feature) Shear (class in kornia.geometry.transform) shear() (in module kornia.geometry.transform) SIFTDescriptor (class in kornia.feature)

Sobel (class in kornia.filters) sobel() (in module kornia.filters) SOSNet (class in kornia.feature) spatial_expectation2d() (in module kornia.geometry) spatial_gradient() (in module kornia.filters) spatial_gradient3d() (in module kornia.filters) spatial_soft_argmax2d() (in module kornia.geometry) spatial_softmax2d() (in module kornia.geometry) SpatialGradient (class in kornia.filters) SpatialGradient3d (class in kornia.filters) SpatialSoftArgmax2d (class in kornia.geometry) SSIM (class in kornia.losses) ssim() (in module kornia.losses) symmetrical_epipolar_distance() (in module kornia.geometry.epipolar)

T

tensor_to_image() (in module kornia.utils) total_variation() (in module kornia.losses) TotalVariation (class in kornia.losses) transform_boxes() (in module kornia.geometry.linalg) transform_points() (in module kornia.geometry.linalg) Translate (class in kornia.geometry.transform) translate() (in module kornia.geometry.transform)

translation_vector() (PinholeCamera property) triangulate_points() (in module kornia.geometry.epipolar) tversky_loss() (in module kornia.losses) TverskyLoss (class in kornia.losses) tx() (PinholeCamera property) ty() (PinholeCamera property) tz() (PinholeCamera property)

U

unproject_points() (in module kornia.geometry.camera.perspective)

V

vec_like() (in module kornia.geometry.epipolar)

Vflip (class in kornia.geometry.transform) vflip() (in module kornia.geometry.transform)

W

warp_affine() (in module kornia.geometry.transform) warp_frame_depth() (in module kornia.geometry.depth)

warp_grid() (DepthWarper method) (HomographyWarper method) warp_perspective() (in module kornia.geometry.transform)

X

xyz_to_rgb() (in module kornia.color)

XyzToRgb (class in kornia.color)

Y

ycbcr_to_rgb() (in module kornia.color) YcbcrToRgb (class in kornia.color)

yuv_to_rgb() (in module kornia.color) YuvToRgb (class in kornia.color)

Z

zca_mean() (in module kornia.color)

zca_whiten() (in module kornia.color) ZCAWhitening (class in kornia.color)