Index

A

add_weighted() (in module kornia.enhance) AddWeighted (class in kornia.enhance) adjust_brightness() (in module kornia.enhance) adjust_contrast() (in module kornia.enhance) adjust_gamma() (in module kornia.enhance) adjust_hue() (in module kornia.enhance) adjust_saturation() (in module kornia.enhance) AdjustBrightness (class in kornia.enhance) AdjustContrast (class in kornia.enhance) AdjustGamma (class in kornia.enhance) AdjustHue (class in kornia.enhance) AdjustSaturation (class in kornia.enhance) Affine (class in kornia.geometry.transform) 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.functional) apply_adjust_contrast() (in module kornia.augmentation.functional.functional) apply_adjust_gamma() (in module kornia.augmentation.functional.functional) apply_adjust_hue() (in module kornia.augmentation.functional.functional) apply_adjust_saturation() (in module kornia.augmentation.functional.functional) apply_affine() (in module kornia.augmentation.functional.functional) apply_affine3d() (in module kornia.augmentation.functional.functional3d) apply_color_jitter() (in module kornia.augmentation.functional.functional) apply_crop() (in module kornia.augmentation.functional.functional)

apply_crop3d() (in module kornia.augmentation.functional.functional3d) apply_cutmix() (in module kornia.augmentation.functional.functional) apply_dflip3d() (in module kornia.augmentation.functional.functional3d) apply_equalize() (in module kornia.augmentation.functional.functional) apply_equalize3d() (in module kornia.augmentation.functional.functional3d) apply_erase_rectangles() (in module kornia.augmentation.functional.functional) apply_grayscale() (in module kornia.augmentation.functional.functional) apply_hflip() (in module kornia.augmentation.functional.functional) apply_hflip3d() (in module kornia.augmentation.functional.functional3d) apply_mixup() (in module kornia.augmentation.functional.functional) apply_motion_blur() (in module kornia.augmentation.functional.functional) apply_motion_blur3d() (in module kornia.augmentation.functional.functional3d) apply_perspective() (in module kornia.augmentation.functional.functional) apply_perspective3d() (in module kornia.augmentation.functional.functional3d) apply_posterize() (in module kornia.augmentation.functional.functional) apply_rotation() (in module kornia.augmentation.functional.functional) apply_rotation3d() (in module kornia.augmentation.functional.functional3d) apply_sharpness() (in module kornia.augmentation.functional.functional) apply_solarize() (in module kornia.augmentation.functional.functional) apply_transform() (AugmentationBase2D method) (AugmentationBase3D method) apply_vflip() (in module kornia.augmentation.functional.functional) apply_vflip3d() (in module kornia.augmentation.functional.functional3d) AugmentationBase2D (class in kornia.augmentation.base) AugmentationBase3D (class in kornia.augmentation.base)

B

batch_size() (PinholeCamera property) bbox_to_mask() (in module kornia.geometry.transform) 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)

binary_focal_loss_with_logits() (in module kornia.losses) BinaryFocalLossWithLogits (class in kornia.losses) black_hat() (in module kornia.morphology) BlobDoG (class in kornia.feature) 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) cart2pol() (in module kornia.geometry.conversions) center_crop() (in module kornia.geometry.transform) CenterCrop (class in kornia.augmentation) CenterCrop3D (class in kornia.augmentation) clone() (PinholeCamera method) close() (in module kornia.morphology) ColorJitter (class in kornia.augmentation) compose_transformations() (in module kornia.geometry.linalg) compute_affine_transformation() (in module kornia.augmentation.functional.functional) compute_affine_transformation3d() (in module kornia.augmentation.functional.functional3d) compute_correspond_epilines() (in module kornia.geometry.epipolar) compute_crop_transformation() (in module kornia.augmentation.functional.functional) compute_crop_transformation3d() (in module kornia.augmentation.functional.functional3d) compute_dflip_transformation3d() (in module kornia.augmentation.functional.functional3d) compute_hflip_transformation() (in module kornia.augmentation.functional.functional) compute_hflip_transformation3d() (in module kornia.augmentation.functional.functional3d) compute_intensity_transformation() (in module kornia.augmentation.functional.functional) compute_intensity_transformation3d() (in module kornia.augmentation.functional.functional3d) compute_perspective_transformation() (in module kornia.augmentation.functional.functional) compute_perspective_transformation3d() (in module kornia.augmentation.functional.functional3d) compute_rotate_tranformation() (in module kornia.augmentation.functional.functional)

compute_rotate_tranformation3d() (in module kornia.augmentation.functional.functional3d) compute_transformation() (AugmentationBase2D method) (AugmentationBase3D method) compute_vflip_transformation() (in module kornia.augmentation.functional.functional) compute_vflip_transformation3d() (in module kornia.augmentation.functional.functional3d) confusion_matrix() (in module kornia.utils) conv_quad_interp3d() (in module kornia.geometry.subpix) conv_soft_argmax2d() (in module kornia.geometry.subpix) conv_soft_argmax3d() (in module kornia.geometry.subpix) 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.subpix) ConvSoftArgmax2d (class in kornia.geometry.subpix) ConvSoftArgmax3d (class in kornia.geometry.subpix) 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) crop_by_boxes() (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.enhance) denormalize() (in module kornia.enhance) 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) dilation() (in module kornia.morphology) dog_response() (in module kornia.feature) draw_rectangle() (in module kornia.utils)

E

elastic_transform2d() (in module kornia.geometry.transform) ellipse_to_laf() (in module kornia.feature) equalize() (in module kornia.enhance) equalize3d() (in module kornia.enhance) equalize_clahe() (in module kornia.enhance) erosion() (in module kornia.morphology) 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) filter3D() (in module kornia.filters) find_fundamental() (in module kornia.geometry.epipolar) find_homography_dlt() (in module kornia.geometry.homography) find_homography_dlt_iterated() (in module kornia.geometry.homography) fit() (ZCAWhitening method) focal_loss() (in module kornia.losses) FocalLoss (class in kornia.losses) forward() (LAFAffineShapeEstimator method) (LAFAffNetShapeEstimator method) (LAFOrienter method) (OriNet method) (PassLAF method) (PatchAffineShapeEstimator method) (PatchDominantGradientOrientation method) (ScaleSpaceDetector method) (VideoSequential 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) GaussianBlur (class in kornia.augmentation) GaussianBlur2d (class in kornia.filters) generate_parameters() (AugmentationBase2D method) (AugmentationBase3D method) get_affine_matrix2d() (in module kornia.geometry.transform) get_affine_matrix3d() (in module kornia.geometry.transform) get_gaussian_discrete_kernel1d() (in module kornia.filters) get_gaussian_erf_kernel1d() (in module kornia.filters) 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_perspective_transform3d() (in module kornia.geometry.transform) get_projective_transform() (in module kornia.geometry.transform) get_rotation_matrix2d() (in module kornia.geometry.transform) get_shear_matrix2d() (in module kornia.geometry.transform) get_shear_matrix3d() (in module kornia.geometry.transform) get_tps_transform() (in module kornia.geometry.transform) gftt_response() (in module kornia.feature) gradient() (in module kornia.morphology)

H

HardNet (class in kornia.feature) HardNet8 (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.enhance)

histogram2d() (in module kornia.enhance) 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) infer_box_shape() (in module kornia.geometry.transform) 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.functional (module)

kornia.augmentation.functional.functional3d (module) kornia.geometry.homography (module)

L

lab_to_rgb() (in module kornia.color) LabToRgb (class in kornia.color) 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) LAFAffNetShapeEstimator (class in kornia.feature)

LAFOrienter (class in kornia.feature) Laplacian (class in kornia.filters) laplacian() (in module kornia.filters) linear_rgb_to_rgb() (in module kornia.color) linear_transform() (in module kornia.enhance) LinearRgbToRgb (class in 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) match_mnn() (in module kornia.feature) match_nn() (in module kornia.feature) match_smnn() (in module kornia.feature) match_snn() (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) MKDDescriptor (class in kornia.feature) 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) normal_transform_pixel() (in module kornia.geometry.warp) normal_transform_pixel3d() (in module kornia.geometry.warp) Normalize (class in kornia.augmentation) (class in kornia.enhance)

normalize() (in module kornia.enhance) normalize_homography() (in module kornia.geometry.warp) normalize_laf() (in module kornia.feature) normalize_min_max() (in module kornia.enhance) 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)

open() (in module kornia.morphology) OriNet (class in kornia.feature)

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) pol2cart() (in module kornia.geometry.conversions) posterize() (in module kornia.enhance) project_points() (in module kornia.geometry.camera.perspective)

projection_from_KRt() (in module kornia.geometry.epipolar) projection_from_Rt() (in module kornia.geometry.transform) projections_from_fundamental() (in module kornia.geometry.epipolar) psnr() (in module kornia.losses) 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_intrinsics() (in module kornia.geometry.epipolar) RandomAffine (class in kornia.augmentation) RandomAffine3D (class in kornia.augmentation) RandomCrop (class in kornia.augmentation) RandomCrop3D (class in kornia.augmentation) RandomCutMix (class in kornia.augmentation) RandomDepthicalFlip3D (class in kornia.augmentation) RandomEqualize (class in kornia.augmentation) RandomEqualize3D (class in kornia.augmentation) RandomErasing (class in kornia.augmentation) RandomGrayscale (class in kornia.augmentation) RandomHorizontalFlip (class in kornia.augmentation) RandomHorizontalFlip3D (class in kornia.augmentation) RandomMixUp (class in kornia.augmentation) RandomMotionBlur (class in kornia.augmentation) RandomMotionBlur3D (class in kornia.augmentation) RandomPerspective (class in kornia.augmentation) RandomPosterize (class in kornia.augmentation) RandomResizedCrop (class in kornia.augmentation) RandomRotation (class in kornia.augmentation) RandomRotation3D (class in kornia.augmentation) RandomSharpness (class in kornia.augmentation) RandomSolarize (class in kornia.augmentation) RandomVerticalFlip (class in kornia.augmentation) RandomVerticalFlip3D (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.subpix) Rescale (class in kornia.geometry.transform) rescale() (in module kornia.geometry.transform) 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_lab() (in module kornia.color) rgb_to_linear_rgb() (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) RgbToLab (class in kornia.color) RgbToLinearRgb (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) scale_laf() (in module kornia.feature) ScalePyramid (class in kornia.geometry.transform) ScaleSpaceDetector (class in kornia.feature) sharpness() (in module kornia.enhance) 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) solarize() (in module kornia.enhance) SOSNet (class in kornia.feature) spatial_expectation2d() (in module kornia.geometry.subpix) spatial_gradient() (in module kornia.filters) spatial_gradient3d() (in module kornia.filters) spatial_soft_argmax2d() (in module kornia.geometry.subpix) spatial_softmax2d() (in module kornia.geometry.subpix) SpatialGradient (class in kornia.filters) SpatialGradient3d (class in kornia.filters) SpatialSoftArgmax2d (class in kornia.geometry.subpix) SSIM (class in kornia.losses) ssim() (in module kornia.losses) ssim_loss() (in module kornia.losses) SSIMLoss (class in kornia.losses) symmetrical_epipolar_distance() (in module kornia.geometry.epipolar)

T

tensor_to_image() (in module kornia.utils) TFeat (class in kornia.feature) top_hat() (in module kornia.morphology) 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

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

Vflip (class in kornia.geometry.transform) vflip() (in module kornia.geometry.transform) VideoSequential (class in kornia.augmentation.container)

W

warp_affine() (in module kornia.geometry.transform) warp_affine3d() (in module kornia.geometry.transform) warp_frame_depth() (in module kornia.geometry.depth) warp_grid() (in module kornia.geometry.warp)

warp_image_tps() (in module kornia.geometry.transform) warp_perspective() (in module kornia.geometry.transform) warp_perspective3d() (in module kornia.geometry.transform) warp_points_tps() (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.enhance)

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