| kornia.filters | |
| ============== | |
| .. currentmodule:: kornia.filters | |
| The functions in this sections perform various image filtering operations. | |
| Blurring | |
| -------- | |
| .. autofunction:: blur_pool2d | |
| .. autofunction:: box_blur | |
| .. autofunction:: gaussian_blur2d | |
| .. autofunction:: max_blur_pool2d | |
| .. autofunction:: median_blur | |
| .. autofunction:: motion_blur | |
| .. autofunction:: unsharp_mask | |
| Edge detection | |
| -------------- | |
| .. autofunction:: canny | |
| .. autofunction:: laplacian | |
| .. autofunction:: sobel | |
| .. autofunction:: spatial_gradient | |
| .. autofunction:: spatial_gradient3d | |
| Filtering API | |
| ------------- | |
| .. autofunction:: filter2d | |
| .. autofunction:: filter2d_separable | |
| .. autofunction:: filter3d | |
| Kernels | |
| ------- | |
| .. autofunction:: get_gaussian_kernel1d | |
| .. autofunction:: get_gaussian_erf_kernel1d | |
| .. autofunction:: get_gaussian_discrete_kernel1d | |
| .. autofunction:: get_gaussian_kernel2d | |
| .. autofunction:: get_laplacian_kernel1d | |
| .. autofunction:: get_laplacian_kernel2d | |
| .. autofunction:: get_motion_kernel2d | |
| Module | |
| ------ | |
| .. autoclass:: BlurPool2D | |
| .. autoclass:: BoxBlur | |
| .. autoclass:: MaxBlurPool2D | |
| .. autoclass:: MedianBlur | |
| .. autoclass:: GaussianBlur2d | |
| .. autoclass:: Laplacian | |
| .. autoclass:: Sobel | |
| .. autoclass:: Canny | |
| .. autoclass:: SpatialGradient | |
| .. autoclass:: SpatialGradient3d | |
| .. autoclass:: MotionBlur | |
| .. autoclass:: UnsharpMask | |