kornia.filters ============== .. currentmodule:: kornia.filters The functions in this sections perform various image filtering operations. Blurring -------- .. autofunction:: bilateral_blur .. autofunction:: blur_pool2d .. autofunction:: box_blur .. autofunction:: gaussian_blur2d .. autofunction:: guided_blur .. autofunction:: joint_bilateral_blur .. autofunction:: max_blur_pool2d .. autofunction:: median_blur .. autofunction:: motion_blur .. autofunction:: unsharp_mask Interactive Demo ~~~~~~~~~~~~~~~~ .. raw:: html Visit the `Kornia image filtering demo on the Hugging Face Spaces `_. Edge detection -------------- .. autofunction:: canny .. autofunction:: laplacian .. autofunction:: sobel .. autofunction:: spatial_gradient .. autofunction:: spatial_gradient3d .. autoclass:: Laplacian .. autoclass:: Sobel .. autoclass:: Canny .. autoclass:: SpatialGradient .. autoclass:: SpatialGradient3d .. autoclass:: DexiNed Interactive Demo ~~~~~~~~~~~~~~~~ .. raw:: html Visit the `Kornia edge detector demo on the Hugging Face Spaces `_. 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_hanning_kernel1d .. autofunction:: get_hanning_kernel2d .. autofunction:: get_laplacian_kernel1d .. autofunction:: get_laplacian_kernel2d .. autofunction:: get_motion_kernel2d Module ------ .. autoclass:: BilateralBlur .. autoclass:: BlurPool2D .. autoclass:: BoxBlur .. autoclass:: MaxBlurPool2D .. autoclass:: MedianBlur .. autoclass:: GaussianBlur2d .. autoclass:: GuidedBlur .. autoclass:: JointBilateralBlur .. autoclass:: MotionBlur .. autoclass:: UnsharpMask