# TODO: Missing in this non-partial stub skimage.__all__ skimage._shared._dependency_checks.is_wasm skimage._shared.compat skimage._shared.dtype skimage._shared.fast_exp skimage._shared.geometry skimage._shared.interpolation skimage._shared.testing.assert_stacklevel skimage._shared.testing.run_in_parallel skimage._shared.tests skimage._shared.tests.test_coord skimage._shared.tests.test_dtype skimage._shared.tests.test_fast_exp skimage._shared.tests.test_geometry skimage._shared.tests.test_interpolation skimage._shared.tests.test_safe_as_int skimage._shared.tests.test_testing skimage._shared.tests.test_utils skimage._shared.tests.test_version_requirements skimage._shared.tests.test_warnings skimage._shared.transform skimage._shared.utils.DEPRECATED skimage._shared.utils.__all__ skimage._shared.utils.deprecate_func skimage._shared.utils.deprecate_parameter skimage._vendored.numpy_lookfor skimage.color skimage.color.adapt_rgb skimage.color.colorconv skimage.color.colorlabel skimage.color.delta_e skimage.color.rgb_colors skimage.color.tests skimage.color.tests.test_adapt_rgb skimage.color.tests.test_colorconv skimage.color.tests.test_colorlabel skimage.color.tests.test_delta_e skimage.conftest skimage.data skimage.data.binary_blobs skimage.data.cat skimage.data.data_dir skimage.data.tests skimage.data.tests.test_data skimage.draw skimage.draw.__all__ skimage.draw._bezier_segment skimage.draw.tests skimage.draw.tests.test_draw skimage.draw.tests.test_draw3d skimage.draw.tests.test_draw_nd skimage.draw.tests.test_polygon2mask skimage.draw.tests.test_random_shapes skimage.exposure skimage.exposure.exposure skimage.exposure.histogram_matching skimage.exposure.tests skimage.exposure.tests.test_exposure skimage.exposure.tests.test_histogram_matching skimage.feature skimage.feature.__all__ skimage.feature.brief.np2 skimage.feature.brief_cy skimage.feature.censure_cy skimage.feature.corner_cy skimage.feature.fisher_vector skimage.feature.learn_gmm skimage.feature.orb.i skimage.feature.orb.j skimage.feature.orb_cy skimage.feature.plot_matched_features skimage.feature.tests skimage.feature.tests.test_basic_features skimage.feature.tests.test_blob skimage.feature.tests.test_brief skimage.feature.tests.test_canny skimage.feature.tests.test_cascade skimage.feature.tests.test_censure skimage.feature.tests.test_corner skimage.feature.tests.test_daisy skimage.feature.tests.test_fisher_vector skimage.feature.tests.test_haar skimage.feature.tests.test_hog skimage.feature.tests.test_match skimage.feature.tests.test_orb skimage.feature.tests.test_peak skimage.feature.tests.test_sift skimage.feature.tests.test_template skimage.feature.tests.test_texture skimage.feature.tests.test_util skimage.feature.util.plot_matched_features skimage.filters skimage.filters.edges skimage.filters.lpi_filter skimage.filters.rank skimage.filters.rank.bilateral skimage.filters.rank.bilateral_cy skimage.filters.rank.core_cy skimage.filters.rank.core_cy_3d skimage.filters.rank.generic skimage.filters.rank.generic_cy skimage.filters.rank.percentile_cy skimage.filters.rank.tests skimage.filters.rank.tests.test_rank skimage.filters.ridges skimage.filters.tests skimage.filters.tests.test_correlate skimage.filters.tests.test_edges skimage.filters.tests.test_fft_based skimage.filters.tests.test_gabor skimage.filters.tests.test_gaussian skimage.filters.tests.test_lpi_filter skimage.filters.tests.test_median skimage.filters.tests.test_ridges skimage.filters.tests.test_thresholding skimage.filters.tests.test_unsharp_mask skimage.filters.tests.test_window skimage.filters.thresholding skimage.future skimage.future.__all__ skimage.future.tests skimage.future.tests.test_trainable_segmentation skimage.future.trainable_segmentation.has_sklearn skimage.graph skimage.graph.heap skimage.graph.mcp skimage.graph.spath skimage.graph.tests skimage.graph.tests.test_anisotropy skimage.graph.tests.test_connect skimage.graph.tests.test_flexible skimage.graph.tests.test_heap skimage.graph.tests.test_mcp skimage.graph.tests.test_pixel_graph skimage.graph.tests.test_rag skimage.graph.tests.test_spath skimage.io skimage.io._plugins.fits_plugin skimage.io._plugins.gdal_plugin skimage.io._plugins.imageio_plugin skimage.io._plugins.imread_plugin skimage.io._plugins.matplotlib_plugin skimage.io._plugins.pil_plugin skimage.io._plugins.simpleitk_plugin skimage.io._plugins.tifffile_plugin skimage.io.collection skimage.io.manage_plugins skimage.io.sift skimage.io.tests skimage.io.tests.test_collection skimage.io.tests.test_fits skimage.io.tests.test_imageio skimage.io.tests.test_imread skimage.io.tests.test_io skimage.io.tests.test_mpl_imshow skimage.io.tests.test_multi_image skimage.io.tests.test_pil skimage.io.tests.test_plugin skimage.io.tests.test_sift skimage.io.tests.test_simpleitk skimage.io.tests.test_tifffile skimage.io.util skimage.measure skimage.measure.__all__ skimage.measure._marching_cubes_lewiner.mesh_surface_area skimage.measure._regionprops.RegionProperties.coords_scaled skimage.measure._regionprops.RegionProperties.intensity_std skimage.measure._regionprops.RegionProperties.num_pixels skimage.measure.intersection_coeff skimage.measure.manders_coloc_coeff skimage.measure.manders_overlap_coeff skimage.measure.pearson_corr_coeff skimage.measure.tests skimage.measure.tests.test_block skimage.measure.tests.test_blur_effect skimage.measure.tests.test_ccomp skimage.measure.tests.test_colocalization skimage.measure.tests.test_entropy skimage.measure.tests.test_find_contours skimage.measure.tests.test_fit skimage.measure.tests.test_label skimage.measure.tests.test_marching_cubes skimage.measure.tests.test_moments skimage.measure.tests.test_pnpoly skimage.measure.tests.test_polygon skimage.measure.tests.test_profile skimage.measure.tests.test_regionprops skimage.metrics skimage.metrics.set_metrics skimage.metrics.simple_metrics skimage.metrics.tests skimage.metrics.tests.test_segmentation_metrics skimage.metrics.tests.test_set_metrics skimage.metrics.tests.test_simple_metrics skimage.metrics.tests.test_structural_similarity skimage.morphology skimage.morphology.__all__ skimage.morphology.ellipse skimage.morphology.footprint_from_sequence skimage.morphology.footprint_rectangle skimage.morphology.footprints.footprint_from_sequence skimage.morphology.footprints.footprint_rectangle skimage.morphology.footprints.mirror_footprint skimage.morphology.footprints.pad_footprint skimage.morphology.isotropic skimage.morphology.isotropic_closing skimage.morphology.isotropic_dilation skimage.morphology.isotropic_erosion skimage.morphology.isotropic_opening skimage.morphology.mirror_footprint skimage.morphology.misc.remove_objects_by_distance skimage.morphology.pad_footprint skimage.morphology.remove_objects_by_distance skimage.morphology.tests skimage.morphology.tests.test_binary skimage.morphology.tests.test_convex_hull skimage.morphology.tests.test_extrema skimage.morphology.tests.test_flood_fill skimage.morphology.tests.test_footprints skimage.morphology.tests.test_gray skimage.morphology.tests.test_isotropic skimage.morphology.tests.test_max_tree skimage.morphology.tests.test_misc skimage.morphology.tests.test_reconstruction skimage.morphology.tests.test_skeletonize skimage.morphology.tests.test_util skimage.registration skimage.registration.tests skimage.registration.tests.test_ilk skimage.registration.tests.test_masked_phase_cross_correlation skimage.registration.tests.test_phase_cross_correlation skimage.registration.tests.test_tvl1 skimage.restoration skimage.restoration.deconvolution skimage.restoration.inpaint skimage.restoration.j_invariant skimage.restoration.non_local_means skimage.restoration.tests skimage.restoration.tests.test_denoise skimage.restoration.tests.test_inpaint skimage.restoration.tests.test_j_invariant skimage.restoration.tests.test_restoration skimage.restoration.tests.test_rolling_ball skimage.restoration.tests.test_unwrap skimage.restoration.uft skimage.restoration.unwrap skimage.segmentation skimage.segmentation.active_contour_model skimage.segmentation.boundaries skimage.segmentation.morphsnakes skimage.segmentation.random_walker_segmentation skimage.segmentation.slic_superpixels skimage.segmentation.tests skimage.segmentation.tests.test_active_contour_model skimage.segmentation.tests.test_boundaries skimage.segmentation.tests.test_chan_vese skimage.segmentation.tests.test_clear_border skimage.segmentation.tests.test_expand_labels skimage.segmentation.tests.test_felzenszwalb skimage.segmentation.tests.test_join skimage.segmentation.tests.test_morphsnakes skimage.segmentation.tests.test_quickshift skimage.segmentation.tests.test_random_walker skimage.segmentation.tests.test_slic skimage.segmentation.tests.test_watershed skimage.transform skimage.transform.ThinPlateSplineTransform skimage.transform.__all__ skimage.transform.tests skimage.transform.tests.test_finite_radon_transform skimage.transform.tests.test_geometric skimage.transform.tests.test_hough_transform skimage.transform.tests.test_integral skimage.transform.tests.test_pyramids skimage.transform.tests.test_radon_transform skimage.transform.tests.test_thin_plate_splines skimage.transform.tests.test_warps skimage.util skimage.util.apply_parallel skimage.util.arraycrop skimage.util.compare skimage.util.dtype skimage.util.lookfor skimage.util.noise skimage.util.shape skimage.util.tests skimage.util.tests.test_apply_parallel skimage.util.tests.test_arraycrop skimage.util.tests.test_compare skimage.util.tests.test_dtype skimage.util.tests.test_invert skimage.util.tests.test_labels skimage.util.tests.test_lookfor skimage.util.tests.test_map_array skimage.util.tests.test_montage skimage.util.tests.test_random_noise skimage.util.tests.test_regular_grid skimage.util.tests.test_shape skimage.util.tests.test_slice_along_axes skimage.util.tests.test_unique_rows skimage.util.unique # TODO: Fix all these so stubs match implementation skimage.PytestTester skimage.__lazy_dir__ skimage._shared._dependency_checks.has_mpl skimage._shared._warnings.warn skimage._shared.lazy skimage._shared.testing.SKIP_RE skimage._shared.testing.arch32 skimage._shared.testing.fixture skimage._shared.testing.raises skimage._shared.testing.setup_test skimage._shared.testing.teardown_test skimage._shared.testing.test_parallel skimage._shared.utils.deprecate_kwarg skimage._shared.utils.deprecate_multichannel_kwarg skimage._shared.utils.deprecated skimage._shared.utils.docstring_add_deprecated skimage._shared.utils.remove_arg skimage._shared.utils.skimage_deprecation skimage._shared.utils.warn skimage._shared.version_requirements.ensure_python_version skimage._typing skimage.data.__all__ skimage.data._binary_blobs.binary_blobs skimage.data._fetchers.cat skimage.data._fetchers.create_image_fetcher skimage.data._fetchers.data_dir skimage.data._fetchers.image_fetcher skimage.data._fetchers.legacy_data_dir skimage.data._fetchers.skimage_distribution_dir skimage.draw._random_shapes.SHAPE_CHOICES skimage.draw._random_shapes.SHAPE_GENERATORS skimage.ensure_python_version skimage.feature.BRIEF.__init__ skimage.feature.Cascade.detect_multi_scale skimage.feature._cascade.Cascade.detect_multi_scale skimage.feature._hessian_det_appx_pythran skimage.feature._orb_descriptor_positions.POS skimage.feature._orb_descriptor_positions.POS0 skimage.feature._orb_descriptor_positions.POS1 skimage.feature._orb_descriptor_positions.this_dir skimage.feature.brief.BRIEF.__init__ skimage.feature.brief_pythran skimage.feature.corner.hessian_matrix skimage.feature.corner.structure_tensor skimage.feature.corner.structure_tensor_eigvals skimage.feature.deprecated skimage.feature.draw_haar_like_feature skimage.feature.greycomatrix skimage.feature.greycoprops skimage.feature.haar.FEATURE_TYPE skimage.feature.haar.draw_haar_like_feature skimage.feature.hessian_matrix skimage.feature.orb.OFAST_MASK skimage.feature.plot_matches skimage.feature.structure_tensor skimage.feature.structure_tensor_eigvals skimage.feature.util.plot_matches skimage.future.graph skimage.future.graph._ncut skimage.future.graph.graph_cut skimage.future.graph.graph_merge skimage.future.graph.rag skimage.measure._find_contours._param_options skimage.measure._marching_cubes_classic skimage.measure._marching_cubes_lewiner.EDGETORELATIVEPOSX skimage.measure._marching_cubes_lewiner.EDGETORELATIVEPOSY skimage.measure._marching_cubes_lewiner.EDGETORELATIVEPOSZ skimage.measure._marching_cubes_lewiner_luts.CASES skimage.measure._marching_cubes_lewiner_luts.CASESCLASSIC skimage.measure._marching_cubes_lewiner_luts.SUBCONFIG13 skimage.measure._marching_cubes_lewiner_luts.TEST10 skimage.measure._marching_cubes_lewiner_luts.TEST12 skimage.measure._marching_cubes_lewiner_luts.TEST13 skimage.measure._marching_cubes_lewiner_luts.TEST3 skimage.measure._marching_cubes_lewiner_luts.TEST4 skimage.measure._marching_cubes_lewiner_luts.TEST6 skimage.measure._marching_cubes_lewiner_luts.TEST7 skimage.measure._marching_cubes_lewiner_luts.TILING1 skimage.measure._marching_cubes_lewiner_luts.TILING10_1_1 skimage.measure._marching_cubes_lewiner_luts.TILING10_1_1_ skimage.measure._marching_cubes_lewiner_luts.TILING10_1_2 skimage.measure._marching_cubes_lewiner_luts.TILING10_2 skimage.measure._marching_cubes_lewiner_luts.TILING10_2_ skimage.measure._marching_cubes_lewiner_luts.TILING11 skimage.measure._marching_cubes_lewiner_luts.TILING12_1_1 skimage.measure._marching_cubes_lewiner_luts.TILING12_1_1_ skimage.measure._marching_cubes_lewiner_luts.TILING12_1_2 skimage.measure._marching_cubes_lewiner_luts.TILING12_2 skimage.measure._marching_cubes_lewiner_luts.TILING12_2_ skimage.measure._marching_cubes_lewiner_luts.TILING13_1 skimage.measure._marching_cubes_lewiner_luts.TILING13_1_ skimage.measure._marching_cubes_lewiner_luts.TILING13_2 skimage.measure._marching_cubes_lewiner_luts.TILING13_2_ skimage.measure._marching_cubes_lewiner_luts.TILING13_3 skimage.measure._marching_cubes_lewiner_luts.TILING13_3_ skimage.measure._marching_cubes_lewiner_luts.TILING13_4 skimage.measure._marching_cubes_lewiner_luts.TILING13_5_1 skimage.measure._marching_cubes_lewiner_luts.TILING13_5_2 skimage.measure._marching_cubes_lewiner_luts.TILING14 skimage.measure._marching_cubes_lewiner_luts.TILING2 skimage.measure._marching_cubes_lewiner_luts.TILING3_1 skimage.measure._marching_cubes_lewiner_luts.TILING3_2 skimage.measure._marching_cubes_lewiner_luts.TILING4_1 skimage.measure._marching_cubes_lewiner_luts.TILING4_2 skimage.measure._marching_cubes_lewiner_luts.TILING5 skimage.measure._marching_cubes_lewiner_luts.TILING6_1_1 skimage.measure._marching_cubes_lewiner_luts.TILING6_1_2 skimage.measure._marching_cubes_lewiner_luts.TILING6_2 skimage.measure._marching_cubes_lewiner_luts.TILING7_1 skimage.measure._marching_cubes_lewiner_luts.TILING7_2 skimage.measure._marching_cubes_lewiner_luts.TILING7_3 skimage.measure._marching_cubes_lewiner_luts.TILING7_4_1 skimage.measure._marching_cubes_lewiner_luts.TILING7_4_2 skimage.measure._marching_cubes_lewiner_luts.TILING8 skimage.measure._marching_cubes_lewiner_luts.TILING9 skimage.measure._moments.centroid skimage.measure._moments.inertia_tensor skimage.measure._moments.inertia_tensor_eigvals skimage.measure._moments.moments skimage.measure._moments.moments_central skimage.measure._moments.moments_normalized skimage.measure._regionprops.OBJECT_COLUMNS skimage.measure._regionprops.PROP_VALS skimage.measure._regionprops.RegionProperties.__init__ skimage.measure._regionprops.perimeter skimage.measure._regionprops.regionprops skimage.measure._regionprops.regionprops_table skimage.measure._regionprops_utils.EULER_COEFS3D_26 skimage.measure._regionprops_utils.STREL_4 skimage.measure._regionprops_utils.STREL_8 skimage.measure._regionprops_utils.perimeter skimage.measure.centroid skimage.measure.fit.ransac skimage.measure.grid_points_in_poly skimage.measure.inertia_tensor skimage.measure.inertia_tensor_eigvals skimage.measure.moments skimage.measure.moments_central skimage.measure.moments_normalized skimage.measure.perimeter skimage.measure.pnpoly.grid_points_in_poly skimage.measure.ransac skimage.measure.regionprops skimage.measure.regionprops_table skimage.morphology._skeletonize.G123P_LUT skimage.morphology._skeletonize.G123_LUT skimage.morphology._skeletonize._eight_connect skimage.morphology._skeletonize.medial_axis skimage.morphology._skeletonize.skeletonize_2d skimage.morphology._skeletonize.skeletonize_3d skimage.morphology._util._resolve_neighborhood skimage.morphology._util._set_border_values skimage.morphology.ball skimage.morphology.convex_hull.convex_hull_image skimage.morphology.convex_hull_image skimage.morphology.cube skimage.morphology.diamond skimage.morphology.disk skimage.morphology.footprints.ball skimage.morphology.footprints.cube skimage.morphology.footprints.diamond skimage.morphology.footprints.disk skimage.morphology.footprints.ellipse skimage.morphology.footprints.octagon skimage.morphology.footprints.octahedron skimage.morphology.footprints.square skimage.morphology.gray.pad_for_eccentric_footprints skimage.morphology.grey skimage.morphology.greyreconstruct skimage.morphology.medial_axis skimage.morphology.misc.funcs skimage.morphology.octagon skimage.morphology.octahedron skimage.morphology.selem skimage.morphology.skeletonize_3d skimage.morphology.square skimage.scripts skimage.scripts.skivi skimage.submodules skimage.test skimage.transform.AffineTransform skimage.transform.EssentialMatrixTransform skimage.transform.EuclideanTransform skimage.transform.FundamentalMatrixTransform skimage.transform.FundamentalMatrixTransform.inverse skimage.transform.PiecewiseAffineTransform skimage.transform.PiecewiseAffineTransform.inverse skimage.transform.PolynomialTransform skimage.transform.PolynomialTransform.inverse skimage.transform.ProjectiveTransform skimage.transform.ProjectiveTransform.__array__ skimage.transform.ProjectiveTransform.inverse skimage.transform.SimilarityTransform skimage.transform._geometric.AffineTransform skimage.transform._geometric.EssentialMatrixTransform skimage.transform._geometric.EuclideanTransform skimage.transform._geometric.FundamentalMatrixTransform skimage.transform._geometric.FundamentalMatrixTransform.inverse skimage.transform._geometric.GeometricTransform skimage.transform._geometric.PiecewiseAffineTransform skimage.transform._geometric.PiecewiseAffineTransform.inverse skimage.transform._geometric.PolynomialTransform skimage.transform._geometric.PolynomialTransform.inverse skimage.transform._geometric.ProjectiveTransform skimage.transform._geometric.ProjectiveTransform.__array__ skimage.transform._geometric.ProjectiveTransform.inverse skimage.transform._geometric.SimilarityTransform skimage.transform._geometric._euler_rotation_matrix skimage.transform._warps.HOMOGRAPHY_TRANSFORMS skimage.transform._warps.warp skimage.transform.hough_circle_peaks skimage.transform.hough_line_peaks skimage.transform.hough_transform.hough_circle_peaks skimage.transform.hough_transform.hough_line_peaks skimage.transform.hough_transform.probabilistic_hough_line skimage.transform.probabilistic_hough_line skimage.transform.warp