| kornia.filters |
| ============== |
|
|
| .. currentmodule:: kornia.filters |
|
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| The functions in this sections perform various image filtering operations. |
|
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| Blurring |
| -------- |
|
|
| .. autofunction:: blur_pool2d |
| .. autofunction:: box_blur |
| .. autofunction:: gaussian_blur2d |
| .. autofunction:: max_blur_pool2d |
| .. autofunction:: median_blur |
| .. autofunction:: motion_blur |
| .. autofunction:: unsharp_mask |
|
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| Edge detection |
| -------------- |
|
|
| .. autofunction:: canny |
| .. autofunction:: laplacian |
| .. autofunction:: sobel |
| .. autofunction:: spatial_gradient |
| .. autofunction:: spatial_gradient3d |
|
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| Filtering API |
| ------------- |
|
|
| .. autofunction:: filter2d |
| .. autofunction:: filter2d_separable |
| .. autofunction:: filter3d |
|
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| Kernels |
| ------- |
|
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| .. 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 |
|
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| 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 |
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|
