| kornia.geometry.transform |
| ========================= |
|
|
| .. currentmodule:: kornia.geometry.transform |
|
|
| The functions in this section perform various geometrical transformations of 2D images. |
|
|
|
|
| Warp operators |
| -------------- |
|
|
| .. autofunction:: warp_perspective |
| .. autofunction:: warp_perspective3d |
| .. autofunction:: warp_affine |
| .. autofunction:: warp_affine3d |
| .. autofunction:: warp_image_tps |
| .. autofunction:: warp_points_tps |
| .. autofunction:: remap |
|
|
| Image 2d transforms |
| ------------------- |
|
|
| .. autofunction:: affine |
| .. autofunction:: rotate |
| .. autofunction:: translate |
| .. autofunction:: scale |
| .. autofunction:: shear |
| .. autofunction:: hflip |
| .. autofunction:: vflip |
| .. autofunction:: rot180 |
| .. autofunction:: resize |
| .. autofunction:: rescale |
| .. autofunction:: elastic_transform2d |
| .. autofunction:: pyrdown |
| .. autofunction:: pyrup |
| .. autofunction:: build_pyramid |
|
|
| Matrix transformations |
| ---------------------- |
|
|
| .. autofunction:: get_perspective_transform |
| .. autofunction:: get_perspective_transform3d |
| .. autofunction:: get_projective_transform |
| .. autofunction:: get_rotation_matrix2d |
| .. autofunction:: get_shear_matrix2d |
| .. autofunction:: get_shear_matrix3d |
| .. autofunction:: get_affine_matrix2d |
| .. autofunction:: get_affine_matrix3d |
| .. autofunction:: invert_affine_transform |
| .. autofunction:: projection_from_Rt |
| .. autofunction:: get_tps_transform |
| .. autofunction:: normalize_homography |
| .. autofunction:: denormalize_homography |
|
|
| Crop operators |
| -------------- |
|
|
| .. autofunction:: crop_by_boxes |
| .. autofunction:: center_crop |
| .. autofunction:: crop_and_resize |
|
|
| Module |
| ------ |
|
|
| .. autoclass:: Rotate |
| .. autoclass:: Translate |
| .. autoclass:: Scale |
| .. autoclass:: Shear |
| .. autoclass:: PyrDown |
| .. autoclass:: PyrUp |
| .. autoclass:: ScalePyramid |
| .. autoclass:: Hflip |
| .. autoclass:: Vflip |
| .. autoclass:: Rot180 |
| .. autoclass:: Resize |
| .. autoclass:: Rescale |
| .. autoclass:: Affine |
| .. autoclass:: HomographyWarper |
|
|
|
|
| Image registration |
| ------------------ |
|
|
| .. image:: _static/img/registration.gif |
| :width: 400 |
| :alt: Image registration with ImageRegistrator module |
|
|
| .. automodule:: kornia.geometry.transform.image_registrator |
| :members: |
|
|
