API

• imgaug
  • BackgroundAugmenter()
  • Batch()
  • BatchLoader()
  • BoundingBox()
  • BoundingBoxesOnImage()
  • DeprecationWarning
  • HeatmapsOnImage()
  • HooksHeatmaps
  • HooksImages
    • HooksImages.is_activated()
    • HooksImages.is_propagating()
    • HooksImages.postprocess()
    • HooksImages.preprocess()
  • HooksKeypoints
  • Keypoint()
  • KeypointsOnImage()
  • MultiPolygon()
  • Polygon()
  • PolygonsOnImage()
  • SegmentationMapsOnImage()
  • angle_between_vectors()
  • apply_lut()
  • apply_lut_()
  • avg_pool()
  • caller_name()
  • compute_geometric_median()
  • compute_line_intersection_point()
  • compute_paddings_for_aspect_ratio()
  • compute_paddings_to_reach_exponents_of()
  • compute_paddings_to_reach_multiples_of()
  • copy_random_state()
  • current_random_state()
  • deprecated
  • derive_random_state()
  • derive_random_states()
  • do_assert()
  • draw_grid()
  • draw_text()
  • dummy_random_state()
  • flatten()
  • forward_random_state()
  • imresize_many_images()
  • imresize_single_image()
  • imshow()
  • is_callable()
  • is_float_array()
  • is_generator()
  • is_integer_array()
  • is_iterable()
  • is_np_array()
  • is_np_scalar()
  • is_single_bool()
  • is_single_float()
  • is_single_integer()
  • is_single_number()
  • is_string()
  • max_pool()
  • max_pool_()
  • median_pool()
  • min_pool()
  • min_pool_()
  • new_random_state()
  • normalize_random_state()
  • pad()
  • pad_to_aspect_ratio()
  • pad_to_multiples_of()
  • pool()
  • quokka()
  • quokka_bounding_boxes()
  • quokka_heatmap()
  • quokka_keypoints()
  • quokka_polygons()
  • quokka_segmentation_map()
  • quokka_square()
  • seed()
  • show_grid()
  • warn()
  • warn_deprecated()
• imgaug.parameters
  • Absolute
  • Add
  • AutoPrefetcher
  • Beta
    • Beta.prefetchable
  • Binomial
    • Binomial.prefetchable
  • ChiSquare
    • ChiSquare.prefetchable
  • Choice
    • Choice.prefetchable
  • Clip
  • Deterministic
  • DeterministicList
  • DiscreteUniform
    • DiscreteUniform.prefetchable
  • Discretize
  • Divide
  • ForceSign
  • FrequencyNoise
  • FromLowerResolution
  • IterativeNoiseAggregator
  • Laplace
    • Laplace.prefetchable
  • Multiply
  • Negative()
  • Normal
    • Normal.prefetchable
  • Poisson
    • Poisson.prefetchable
  • Positive()
  • Power
  • RandomSign
  • Sigmoid
    • Sigmoid.create_for_noise()
  • SimplexNoise
  • StochasticParameter
    • StochasticParameter.copy()
    • StochasticParameter.deepcopy()
    • StochasticParameter.draw_distribution_graph()
    • StochasticParameter.draw_sample()
    • StochasticParameter.draw_samples()
    • StochasticParameter.prefetchable
  • Subtract
  • TruncatedNormal
    • TruncatedNormal.prefetchable
  • Uniform
    • Uniform.prefetchable
  • Weibull
    • Weibull.prefetchable
  • both_np_float_if_one_is_float()
  • draw_distributions_grid()
  • force_np_float_dtype()
  • handle_categorical_string_param()
  • handle_continuous_param()
  • handle_discrete_kernel_size_param()
  • handle_discrete_param()
  • handle_probability_param()
  • no_prefetching
  • show_distributions_grid()
  • toggle_prefetching()
  • toggled_prefetching
• imgaug.multicore
  • BackgroundAugmenter
    • BackgroundAugmenter.all_finished()
    • BackgroundAugmenter.get_batch()
    • BackgroundAugmenter.terminate()
  • BatchLoader
    • BatchLoader.all_finished()
    • BatchLoader.count_workers_alive()
    • BatchLoader.terminate()
  • Pool
    • Pool.close()
    • Pool.imap_batches()
    • Pool.imap_batches_unordered()
    • Pool.join()
    • Pool.map_batches()
    • Pool.map_batches_async()
    • Pool.pool
    • Pool.terminate()
• imgaug.dtypes
  • allow_only_uint8()
  • change_dtype_()
  • change_dtypes_()
  • clip_()
  • clip_to_dtype_value_range_()
  • copy_dtypes_for_restore()
  • gate_dtypes()
  • gate_dtypes_strs()
  • get_minimal_dtype()
  • get_value_range_of_dtype()
  • increase_array_resolutions_()
  • increase_itemsize_of_dtype()
  • normalize_dtype()
  • normalize_dtypes()
  • promote_array_dtypes_()
  • restore_dtypes_()
• imgaug.random
  • Definitions
  • RNG
    • RNG.advance_()
    • RNG.beta()
    • RNG.binomial()
    • RNG.bytes()
    • RNG.chisquare()
    • RNG.choice()
    • RNG.copy()
    • RNG.copy_unless_global_rng()
    • RNG.create_fully_random()
    • RNG.create_if_not_rng_()
    • RNG.create_pseudo_random_()
    • RNG.derive_rng_()
    • RNG.derive_rngs_()
    • RNG.dirichlet()
    • RNG.duplicate()
    • RNG.equals()
    • RNG.equals_global_rng()
    • RNG.exponential()
    • RNG.f()
    • RNG.gamma()
    • RNG.generate_seed_()
    • RNG.generate_seeds_()
    • RNG.geometric()
    • RNG.gumbel()
    • RNG.hypergeometric()
    • RNG.integers()
    • RNG.is_global_rng()
    • RNG.laplace()
    • RNG.logistic()
    • RNG.lognormal()
    • RNG.logseries()
    • RNG.multinomial()
    • RNG.multivariate_normal()
    • RNG.negative_binomial()
    • RNG.noncentral_chisquare()
    • RNG.noncentral_f()
    • RNG.normal()
    • RNG.pareto()
    • RNG.permutation()
    • RNG.poisson()
    • RNG.power()
    • RNG.rand()
    • RNG.randint()
    • RNG.randn()
    • RNG.random()
    • RNG.random_integers()
    • RNG.random_sample()
    • RNG.rayleigh()
    • RNG.reset_cache_()
    • RNG.set_state_()
    • RNG.shuffle()
    • RNG.standard_cauchy()
    • RNG.standard_exponential()
    • RNG.standard_gamma()
    • RNG.standard_normal()
    • RNG.standard_t()
    • RNG.state
    • RNG.tomaxint()
    • RNG.triangular()
    • RNG.uniform()
    • RNG.use_state_of_()
    • RNG.vonmises()
    • RNG.wald()
    • RNG.weibull()
    • RNG.zipf()
  • advance_generator_()
  • convert_seed_sequence_to_generator()
  • convert_seed_to_generator()
  • copy_generator()
  • copy_generator_unless_global_generator()
  • create_fully_random_generator()
  • create_pseudo_random_generator_()
  • derive_generator_()
  • derive_generators_()
  • generate_seed_()
  • generate_seeds_()
  • get_generator_state()
  • get_global_rng()
  • is_generator_equal_to()
  • normalize_generator()
  • normalize_generator_()
  • polyfill_integers()
  • polyfill_random()
  • reset_generator_cache_()
  • seed()
  • set_generator_state_()
  • supports_new_numpy_rng_style()
  • temporary_numpy_seed
• imgaug.validation
  • assert_is_iterable_of()
  • convert_iterable_to_string_of_types()
  • is_iterable_of()
• imgaug.augmentables.base
  • IAugmentable
• imgaug.augmentables.batches
  • Batch
    • Batch.bounding_boxes
    • Batch.deepcopy()
    • Batch.fill_from_batch_in_augmentation_()
    • Batch.get_column_names()
    • Batch.heatmaps
    • Batch.images
    • Batch.keypoints
    • Batch.segmentation_maps
    • Batch.to_batch_in_augmentation()
    • Batch.to_normalized_batch()
  • UnnormalizedBatch
    • UnnormalizedBatch.fill_from_augmented_normalized_batch()
    • UnnormalizedBatch.fill_from_augmented_normalized_batch_()
    • UnnormalizedBatch.get_column_names()
    • UnnormalizedBatch.to_normalized_batch()
• imgaug.augmentables.bbs
  • BoundingBox
    • BoundingBox.almost_equals()
    • BoundingBox.area
    • BoundingBox.center_x
    • BoundingBox.center_y
    • BoundingBox.clip_out_of_image()
    • BoundingBox.clip_out_of_image_()
    • BoundingBox.compute_out_of_image_area()
    • BoundingBox.compute_out_of_image_fraction()
    • BoundingBox.contains()
    • BoundingBox.coords
    • BoundingBox.coords_almost_equals()
    • BoundingBox.copy()
    • BoundingBox.cut_out_of_image()
    • BoundingBox.deepcopy()
    • BoundingBox.draw_box_on_image()
    • BoundingBox.draw_label_on_image()
    • BoundingBox.draw_on_image()
    • BoundingBox.extend()
    • BoundingBox.extend_()
    • BoundingBox.extract_from_image()
    • BoundingBox.from_point_soup()
    • BoundingBox.height
    • BoundingBox.intersection()
    • BoundingBox.iou()
    • BoundingBox.is_fully_within_image()
    • BoundingBox.is_out_of_image()
    • BoundingBox.is_partly_within_image()
    • BoundingBox.project()
    • BoundingBox.project_()
    • BoundingBox.shift()
    • BoundingBox.shift_()
    • BoundingBox.to_keypoints()
    • BoundingBox.to_polygon()
    • BoundingBox.union()
    • BoundingBox.width
    • BoundingBox.x1_int
    • BoundingBox.x2_int
    • BoundingBox.y1_int
    • BoundingBox.y2_int
  • BoundingBoxesOnImage
    • BoundingBoxesOnImage.clip_out_of_image()
    • BoundingBoxesOnImage.clip_out_of_image_()
    • BoundingBoxesOnImage.copy()
    • BoundingBoxesOnImage.cut_out_of_image()
    • BoundingBoxesOnImage.deepcopy()
    • BoundingBoxesOnImage.draw_on_image()
    • BoundingBoxesOnImage.empty
    • BoundingBoxesOnImage.fill_from_xy_array_()
    • BoundingBoxesOnImage.fill_from_xyxy_array_()
    • BoundingBoxesOnImage.from_point_soups()
    • BoundingBoxesOnImage.from_xyxy_array()
    • BoundingBoxesOnImage.height
    • BoundingBoxesOnImage.invert_to_keypoints_on_image_()
    • BoundingBoxesOnImage.items
    • BoundingBoxesOnImage.on()
    • BoundingBoxesOnImage.on_()
    • BoundingBoxesOnImage.remove_out_of_image()
    • BoundingBoxesOnImage.remove_out_of_image_()
    • BoundingBoxesOnImage.remove_out_of_image_fraction()
    • BoundingBoxesOnImage.remove_out_of_image_fraction_()
    • BoundingBoxesOnImage.shift()
    • BoundingBoxesOnImage.shift_()
    • BoundingBoxesOnImage.to_keypoints_on_image()
    • BoundingBoxesOnImage.to_polygons_on_image()
    • BoundingBoxesOnImage.to_xy_array()
    • BoundingBoxesOnImage.to_xyxy_array()
    • BoundingBoxesOnImage.width
• imgaug.augmentables.heatmaps
  • HeatmapsOnImage
    • HeatmapsOnImage.avg_pool()
    • HeatmapsOnImage.change_normalization()
    • HeatmapsOnImage.copy()
    • HeatmapsOnImage.deepcopy()
    • HeatmapsOnImage.draw()
    • HeatmapsOnImage.draw_on_image()
    • HeatmapsOnImage.from_0to1()
    • HeatmapsOnImage.from_uint8()
    • HeatmapsOnImage.get_arr()
    • HeatmapsOnImage.invert()
    • HeatmapsOnImage.max_pool()
    • HeatmapsOnImage.pad()
    • HeatmapsOnImage.pad_to_aspect_ratio()
    • HeatmapsOnImage.resize()
    • HeatmapsOnImage.scale()
    • HeatmapsOnImage.to_uint8()
• imgaug.augmentables.kps
  • Keypoint
    • Keypoint.almost_equals()
    • Keypoint.compute_out_of_image_fraction()
    • Keypoint.coords
    • Keypoint.coords_almost_equals()
    • Keypoint.copy()
    • Keypoint.deepcopy()
    • Keypoint.draw_on_image()
    • Keypoint.generate_similar_points_manhattan()
    • Keypoint.is_out_of_image()
    • Keypoint.project()
    • Keypoint.project_()
    • Keypoint.shift()
    • Keypoint.shift_()
    • Keypoint.x_int
    • Keypoint.xy
    • Keypoint.xy_int
    • Keypoint.y_int
  • KeypointsOnImage
    • KeypointsOnImage.clip_out_of_image()
    • KeypointsOnImage.clip_out_of_image_()
    • KeypointsOnImage.copy()
    • KeypointsOnImage.deepcopy()
    • KeypointsOnImage.draw_on_image()
    • KeypointsOnImage.empty
    • KeypointsOnImage.fill_from_xy_array_()
    • KeypointsOnImage.from_coords_array()
    • KeypointsOnImage.from_distance_maps()
    • KeypointsOnImage.from_keypoint_image()
    • KeypointsOnImage.from_xy_array()
    • KeypointsOnImage.get_coords_array()
    • KeypointsOnImage.height
    • KeypointsOnImage.invert_to_keypoints_on_image_()
    • KeypointsOnImage.items
    • KeypointsOnImage.on()
    • KeypointsOnImage.on_()
    • KeypointsOnImage.remove_out_of_image_fraction()
    • KeypointsOnImage.remove_out_of_image_fraction_()
    • KeypointsOnImage.shift()
    • KeypointsOnImage.shift_()
    • KeypointsOnImage.to_distance_maps()
    • KeypointsOnImage.to_keypoint_image()
    • KeypointsOnImage.to_keypoints_on_image()
    • KeypointsOnImage.to_xy_array()
    • KeypointsOnImage.width
  • compute_geometric_median()
• imgaug.augmentables.lines
  • LineString
    • LineString.almost_equals()
    • LineString.clip_out_of_image()
    • LineString.compute_distance()
    • LineString.compute_neighbour_distances()
    • LineString.compute_out_of_image_fraction()
    • LineString.compute_pointwise_distances()
    • LineString.concatenate()
    • LineString.contains()
    • LineString.coords_almost_equals()
    • LineString.copy()
    • LineString.deepcopy()
    • LineString.draw_heatmap_array()
    • LineString.draw_lines_heatmap_array()
    • LineString.draw_lines_on_image()
    • LineString.draw_mask()
    • LineString.draw_on_image()
    • LineString.draw_points_heatmap_array()
    • LineString.draw_points_on_image()
    • LineString.extract_from_image()
    • LineString.find_intersections_with()
    • LineString.get_pointwise_inside_image_mask()
    • LineString.height
    • LineString.is_fully_within_image()
    • LineString.is_out_of_image()
    • LineString.is_partly_within_image()
    • LineString.length
    • LineString.project()
    • LineString.project_()
    • LineString.shift()
    • LineString.shift_()
    • LineString.subdivide()
    • LineString.to_bounding_box()
    • LineString.to_heatmap()
    • LineString.to_keypoints()
    • LineString.to_polygon()
    • LineString.to_segmentation_map()
    • LineString.width
    • LineString.xx
    • LineString.xx_int
    • LineString.yy
    • LineString.yy_int
  • LineStringsOnImage
    • LineStringsOnImage.clip_out_of_image()
    • LineStringsOnImage.clip_out_of_image_()
    • LineStringsOnImage.copy()
    • LineStringsOnImage.deepcopy()
    • LineStringsOnImage.draw_on_image()
    • LineStringsOnImage.empty
    • LineStringsOnImage.fill_from_xy_array_()
    • LineStringsOnImage.from_xy_arrays()
    • LineStringsOnImage.invert_to_keypoints_on_image_()
    • LineStringsOnImage.items
    • LineStringsOnImage.on()
    • LineStringsOnImage.on_()
    • LineStringsOnImage.remove_out_of_image()
    • LineStringsOnImage.remove_out_of_image_()
    • LineStringsOnImage.remove_out_of_image_fraction()
    • LineStringsOnImage.remove_out_of_image_fraction_()
    • LineStringsOnImage.shift()
    • LineStringsOnImage.shift_()
    • LineStringsOnImage.to_keypoints_on_image()
    • LineStringsOnImage.to_xy_array()
    • LineStringsOnImage.to_xy_arrays()
• imgaug.augmentables.normalization
  • estimate_bounding_boxes_norm_type()
  • estimate_heatmaps_norm_type()
  • estimate_keypoints_norm_type()
  • estimate_line_strings_norm_type()
  • estimate_normalization_type()
  • estimate_polygons_norm_type()
  • estimate_segmaps_norm_type()
  • find_first_nonempty()
  • invert_normalize_bounding_boxes()
  • invert_normalize_heatmaps()
  • invert_normalize_images()
  • invert_normalize_keypoints()
  • invert_normalize_line_strings()
  • invert_normalize_polygons()
  • invert_normalize_segmentation_maps()
  • normalize_bounding_boxes()
  • normalize_heatmaps()
  • normalize_images()
  • normalize_keypoints()
  • normalize_line_strings()
  • normalize_polygons()
  • normalize_segmentation_maps()
  • restore_dtype_and_merge()
• imgaug.augmentables.polys
  • MultiPolygon
    • MultiPolygon.from_shapely()
  • Polygon
    • Polygon.almost_equals()
    • Polygon.area
    • Polygon.change_first_point_by_coords()
    • Polygon.change_first_point_by_index()
    • Polygon.clip_out_of_image()
    • Polygon.compute_out_of_image_area()
    • Polygon.compute_out_of_image_fraction()
    • Polygon.coords
    • Polygon.coords_almost_equals()
    • Polygon.copy()
    • Polygon.cut_out_of_image()
    • Polygon.deepcopy()
    • Polygon.draw_on_image()
    • Polygon.exterior_almost_equals()
    • Polygon.extract_from_image()
    • Polygon.find_closest_point_index()
    • Polygon.from_shapely()
    • Polygon.height
    • Polygon.is_fully_within_image()
    • Polygon.is_out_of_image()
    • Polygon.is_partly_within_image()
    • Polygon.is_valid
    • Polygon.project()
    • Polygon.project_()
    • Polygon.shift()
    • Polygon.shift_()
    • Polygon.subdivide()
    • Polygon.subdivide_()
    • Polygon.to_bounding_box()
    • Polygon.to_keypoints()
    • Polygon.to_line_string()
    • Polygon.to_shapely_line_string()
    • Polygon.to_shapely_polygon()
    • Polygon.width
    • Polygon.xx
    • Polygon.xx_int
    • Polygon.yy
    • Polygon.yy_int
  • PolygonsOnImage
    • PolygonsOnImage.clip_out_of_image()
    • PolygonsOnImage.clip_out_of_image_()
    • PolygonsOnImage.copy()
    • PolygonsOnImage.deepcopy()
    • PolygonsOnImage.draw_on_image()
    • PolygonsOnImage.empty
    • PolygonsOnImage.fill_from_xy_array_()
    • PolygonsOnImage.invert_to_keypoints_on_image_()
    • PolygonsOnImage.items
    • PolygonsOnImage.on()
    • PolygonsOnImage.on_()
    • PolygonsOnImage.remove_out_of_image()
    • PolygonsOnImage.remove_out_of_image_()
    • PolygonsOnImage.remove_out_of_image_fraction()
    • PolygonsOnImage.remove_out_of_image_fraction_()
    • PolygonsOnImage.shift()
    • PolygonsOnImage.shift_()
    • PolygonsOnImage.subdivide()
    • PolygonsOnImage.subdivide_()
    • PolygonsOnImage.to_keypoints_on_image()
    • PolygonsOnImage.to_xy_array()
  • recover_psois_()
• imgaug.augmentables.segmaps
  • SegmentationMapOnImage()
  • SegmentationMapsOnImage
    • SegmentationMapsOnImage.DEFAULT_SEGMENT_COLORS
    • SegmentationMapsOnImage.copy()
    • SegmentationMapsOnImage.deepcopy()
    • SegmentationMapsOnImage.draw()
    • SegmentationMapsOnImage.draw_on_image()
    • SegmentationMapsOnImage.get_arr()
    • SegmentationMapsOnImage.get_arr_int()
    • SegmentationMapsOnImage.pad()
    • SegmentationMapsOnImage.pad_to_aspect_ratio()
    • SegmentationMapsOnImage.resize()
    • SegmentationMapsOnImage.scale()
• imgaug.augmentables.utils
  • convert_cbaois_to_kpsois()
  • copy_augmentables()
  • deepcopy_fast()
  • interpolate_point_pair()
  • interpolate_points()
  • interpolate_points_by_max_distance()
  • invert_convert_cbaois_to_kpsois_()
  • normalize_imglike_shape()
  • normalize_shape()
  • project_coords()
  • project_coords_()
• imgaug.augmenters.arithmetic
  • Add
    • Add.get_parameters()
  • AddElementwise
    • AddElementwise.get_parameters()
  • AdditiveGaussianNoise
  • AdditiveLaplaceNoise
  • AdditivePoissonNoise
  • CoarseDropout
  • CoarsePepper
  • CoarseSalt
  • CoarseSaltAndPepper
  • ContrastNormalization()
  • Cutout
    • Cutout.get_parameters()
  • Dropout
  • Dropout2d
    • Dropout2d.get_parameters()
  • ImpulseNoise
  • Invert
    • Invert.ALLOW_DTYPES_CUSTOM_MINMAX
    • Invert.get_parameters()
  • JpegCompression
    • JpegCompression.get_parameters()
  • Multiply
    • Multiply.get_parameters()
  • MultiplyElementwise
    • MultiplyElementwise.get_parameters()
  • Pepper
  • ReplaceElementwise
    • ReplaceElementwise.get_parameters()
  • Salt
  • SaltAndPepper
  • Solarize
  • TotalDropout
    • TotalDropout.get_parameters()
  • add_elementwise()
  • add_scalar()
  • add_scalar_()
  • compress_jpeg()
  • cutout()
  • cutout_()
  • invert()
  • invert_()
  • multiply_elementwise()
  • multiply_elementwise_()
  • multiply_scalar()
  • multiply_scalar_()
  • replace_elementwise_()
  • solarize()
  • solarize_()
• imgaug.augmenters.artistic
  • Cartoon
    • Cartoon.get_parameters()
  • stylize_cartoon()
• imgaug.augmenters.base
  • SuspiciousMultiImageShapeWarning
  • SuspiciousSingleImageShapeWarning
• imgaug.augmenters.blend
  • Alpha()
  • AlphaElementwise()
  • BlendAlpha
    • BlendAlpha.get_children_lists()
    • BlendAlpha.get_parameters()
  • BlendAlphaBoundingBoxes
  • BlendAlphaCheckerboard
  • BlendAlphaElementwise
    • BlendAlphaElementwise.factor
  • BlendAlphaFrequencyNoise
  • BlendAlphaHorizontalLinearGradient
  • BlendAlphaMask
    • BlendAlphaMask.get_children_lists()
    • BlendAlphaMask.get_parameters()
  • BlendAlphaRegularGrid
  • BlendAlphaSegMapClassIds
  • BlendAlphaSimplexNoise
  • BlendAlphaSomeColors
  • BlendAlphaVerticalLinearGradient
  • BoundingBoxesMaskGen
    • BoundingBoxesMaskGen.draw_masks()
    • BoundingBoxesMaskGen.generate_mask()
  • CheckerboardMaskGen
    • CheckerboardMaskGen.draw_masks()
    • CheckerboardMaskGen.generate_mask()
    • CheckerboardMaskGen.nb_cols
    • CheckerboardMaskGen.nb_rows
  • FrequencyNoiseAlpha()
  • HorizontalLinearGradientMaskGen
    • HorizontalLinearGradientMaskGen.generate_mask()
  • IBatchwiseMaskGenerator
    • IBatchwiseMaskGenerator.draw_masks()
  • InvertMaskGen
    • InvertMaskGen.draw_masks()
  • RegularGridMaskGen
    • RegularGridMaskGen.draw_masks()
    • RegularGridMaskGen.generate_mask()
  • SegMapClassIdsMaskGen
    • SegMapClassIdsMaskGen.draw_masks()
    • SegMapClassIdsMaskGen.generate_mask()
  • SimplexNoiseAlpha()
  • SomeColorsMaskGen
    • SomeColorsMaskGen.draw_masks()
    • SomeColorsMaskGen.generate_mask()
  • StochasticParameterMaskGen
    • StochasticParameterMaskGen.draw_masks()
  • VerticalLinearGradientMaskGen
    • VerticalLinearGradientMaskGen.generate_mask()
  • blend_alpha()
  • blend_alpha_()
• imgaug.augmenters.blur
  • AverageBlur
    • AverageBlur.get_parameters()
  • BilateralBlur
    • BilateralBlur.get_parameters()
  • GaussianBlur
    • GaussianBlur.get_parameters()
  • MeanShiftBlur
    • MeanShiftBlur.get_parameters()
  • MedianBlur
    • MedianBlur.get_parameters()
  • MotionBlur
  • blur_avg_()
  • blur_gaussian_()
  • blur_mean_shift_()
• imgaug.augmenters.collections
  • RandAugment
    • RandAugment.get_parameters()
• imgaug.augmenters.color
  • AddToBrightness
  • AddToHue
  • AddToHueAndSaturation
    • AddToHueAndSaturation.get_parameters()
  • AddToSaturation
  • ChangeColorTemperature
    • ChangeColorTemperature.get_parameters()
  • ChangeColorspace
    • ChangeColorspace.BGR
    • ChangeColorspace.CIE
    • ChangeColorspace.COLORSPACES
    • ChangeColorspace.CV_VARS
    • ChangeColorspace.GRAY
    • ChangeColorspace.HLS
    • ChangeColorspace.HSV
    • ChangeColorspace.Lab
    • ChangeColorspace.Luv
    • ChangeColorspace.RGB
    • ChangeColorspace.YCrCb
    • ChangeColorspace.get_parameters()
  • Grayscale
  • InColorspace()
  • KMeansColorQuantization
    • KMeansColorQuantization.n_colors
  • MultiplyAndAddToBrightness
  • MultiplyBrightness
  • MultiplyHue
  • MultiplyHueAndSaturation
  • MultiplySaturation
  • Posterize
  • RemoveSaturation
  • UniformColorQuantization
    • UniformColorQuantization.n_colors
  • UniformColorQuantizationToNBits
  • WithBrightnessChannels
    • WithBrightnessChannels.get_children_lists()
    • WithBrightnessChannels.get_parameters()
  • WithColorspace
    • WithColorspace.get_children_lists()
    • WithColorspace.get_parameters()
  • WithHueAndSaturation
    • WithHueAndSaturation.get_children_lists()
    • WithHueAndSaturation.get_parameters()
  • change_color_temperature()
  • change_color_temperatures_()
  • change_colorspace_()
  • change_colorspaces_()
  • posterize()
  • quantize_colors_kmeans()
  • quantize_colors_uniform()
  • quantize_kmeans()
  • quantize_uniform()
  • quantize_uniform_()
  • quantize_uniform_to_n_bits()
  • quantize_uniform_to_n_bits_()
• imgaug.augmenters.contrast
  • AllChannelsCLAHE
    • AllChannelsCLAHE.get_parameters()
  • AllChannelsHistogramEqualization
    • AllChannelsHistogramEqualization.get_parameters()
  • CLAHE
    • CLAHE.BGR
    • CLAHE.HLS
    • CLAHE.HSV
    • CLAHE.Lab
    • CLAHE.RGB
    • CLAHE.get_parameters()
  • GammaContrast
  • HistogramEqualization
    • HistogramEqualization.BGR
    • HistogramEqualization.HLS
    • HistogramEqualization.HSV
    • HistogramEqualization.Lab
    • HistogramEqualization.RGB
    • HistogramEqualization.get_parameters()
  • LinearContrast
  • LogContrast
  • SigmoidContrast
  • adjust_contrast_gamma()
  • adjust_contrast_linear()
  • adjust_contrast_log()
  • adjust_contrast_sigmoid()
• imgaug.augmenters.convolutional
  • Convolve
    • Convolve.get_parameters()
  • DirectedEdgeDetect
  • EdgeDetect
  • Emboss
  • Sharpen
  • convolve()
  • convolve_()
• imgaug.augmenters.debug
  • SaveDebugImageEveryNBatches
    • SaveDebugImageEveryNBatches.get_parameters()
  • draw_debug_image()
• imgaug.augmenters.edges
  • Canny
    • Canny.get_parameters()
  • IBinaryImageColorizer
    • IBinaryImageColorizer.colorize()
  • RandomColorsBinaryImageColorizer
    • RandomColorsBinaryImageColorizer.colorize()
• imgaug.augmenters.flip
  • Fliplr
    • Fliplr.get_parameters()
  • Flipud
    • Flipud.get_parameters()
  • HorizontalFlip()
  • VerticalFlip()
  • fliplr()
  • flipud()
• imgaug.augmenters.geometric
  • Affine
    • Affine.get_parameters()
  • AffineCv2
    • AffineCv2.get_parameters()
  • ElasticTransformation
    • ElasticTransformation.KEYPOINT_AUG_ALPHA_THRESH
    • ElasticTransformation.KEYPOINT_AUG_SIGMA_THRESH
    • ElasticTransformation.NB_NEIGHBOURING_KEYPOINTS
    • ElasticTransformation.NEIGHBOURING_KEYPOINTS_DISTANCE
    • ElasticTransformation.get_parameters()
  • Jigsaw
    • Jigsaw.get_parameters()
  • PerspectiveTransform
    • PerspectiveTransform.get_parameters()
  • PiecewiseAffine
    • PiecewiseAffine.get_parameters()
  • Rot90
    • Rot90.get_parameters()
  • Rotate
  • ScaleX
  • ScaleY
  • ShearX
  • ShearY
  • TranslateX
  • TranslateY
  • WithPolarWarping
    • WithPolarWarping.get_children_lists()
    • WithPolarWarping.get_parameters()
    • WithPolarWarping.warpPolarCoords()
  • apply_jigsaw()
  • apply_jigsaw_to_coords()
  • generate_jigsaw_destinations()
• imgaug.augmenters.imgcorruptlike
  • Brightness
  • Contrast
  • DefocusBlur
  • ElasticTransform
  • Fog
  • Frost
  • GaussianBlur
  • GaussianNoise
  • GlassBlur
  • ImpulseNoise
  • JpegCompression
  • MotionBlur
  • Pixelate
  • Saturate
  • ShotNoise
  • Snow
  • Spatter
  • SpeckleNoise
  • ZoomBlur
  • apply_brightness()
  • apply_contrast()
  • apply_defocus_blur()
  • apply_elastic_transform()
  • apply_fog()
  • apply_frost()
  • apply_gaussian_blur()
  • apply_gaussian_noise()
  • apply_glass_blur()
  • apply_impulse_noise()
  • apply_jpeg_compression()
  • apply_motion_blur()
  • apply_pixelate()
  • apply_saturate()
  • apply_shot_noise()
  • apply_snow()
  • apply_spatter()
  • apply_speckle_noise()
  • apply_zoom_blur()
  • get_corruption_names()
• imgaug.augmenters.meta
  • AssertLambda
  • AssertShape
  • Augmenter
    • Augmenter.augment()
    • Augmenter.augment_batch()
    • Augmenter.augment_batch_()
    • Augmenter.augment_batches()
    • Augmenter.augment_bounding_boxes()
    • Augmenter.augment_heatmaps()
    • Augmenter.augment_image()
    • Augmenter.augment_images()
    • Augmenter.augment_keypoints()
    • Augmenter.augment_line_strings()
    • Augmenter.augment_polygons()
    • Augmenter.augment_segmentation_maps()
    • Augmenter.copy()
    • Augmenter.copy_random_state()
    • Augmenter.copy_random_state_()
    • Augmenter.deepcopy()
    • Augmenter.draw_grid()
    • Augmenter.find_augmenters()
    • Augmenter.find_augmenters_by_name()
    • Augmenter.find_augmenters_by_names()
    • Augmenter.get_all_children()
    • Augmenter.get_children_lists()
    • Augmenter.get_parameters()
    • Augmenter.localize_random_state()
    • Augmenter.localize_random_state_()
    • Augmenter.pool()
    • Augmenter.remove_augmenters()
    • Augmenter.remove_augmenters_()
    • Augmenter.remove_augmenters_inplace()
    • Augmenter.reseed()
    • Augmenter.seed_()
    • Augmenter.show_grid()
    • Augmenter.to_deterministic()
  • ChannelShuffle
    • ChannelShuffle.get_parameters()
  • ClipCBAsToImagePlanes
    • ClipCBAsToImagePlanes.get_parameters()
  • Identity
    • Identity.get_parameters()
  • Lambda
    • Lambda.get_parameters()
  • Noop
  • OneOf
  • RemoveCBAsByOutOfImageFraction
    • RemoveCBAsByOutOfImageFraction.get_parameters()
  • Sequential
    • Sequential.add()
    • Sequential.get_children_lists()
    • Sequential.get_parameters()
  • SomeOf
    • SomeOf.add()
    • SomeOf.get_children_lists()
    • SomeOf.get_parameters()
  • Sometimes
    • Sometimes.get_children_lists()
    • Sometimes.get_parameters()
  • WithChannels
    • WithChannels.get_children_lists()
    • WithChannels.get_parameters()
  • clip_augmented_image()
  • clip_augmented_image_()
  • clip_augmented_images()
  • clip_augmented_images_()
  • copy_arrays()
  • estimate_max_number_of_channels()
  • handle_children_list()
  • invert_reduce_to_nonempty()
  • reduce_to_nonempty()
  • shuffle_channels()
• imgaug.augmenters.pillike
  • Affine
    • Affine.get_parameters()
  • Autocontrast
  • EnhanceBrightness
  • EnhanceColor
  • EnhanceContrast
  • EnhanceSharpness
  • Equalize
    • Equalize.get_parameters()
  • FilterBlur
  • FilterContour
  • FilterDetail
  • FilterEdgeEnhance
  • FilterEdgeEnhanceMore
  • FilterEmboss
  • FilterFindEdges
  • FilterSharpen
  • FilterSmooth
  • FilterSmoothMore
  • Posterize
  • Solarize
  • autocontrast()
  • enhance_brightness()
  • enhance_color()
  • enhance_contrast()
  • enhance_sharpness()
  • equalize()
  • equalize_()
  • filter_blur()
  • filter_contour()
  • filter_detail()
  • filter_edge_enhance()
  • filter_edge_enhance_more()
  • filter_emboss()
  • filter_find_edges()
  • filter_sharpen()
  • filter_smooth()
  • filter_smooth_more()
  • posterize()
  • posterize_()
  • solarize()
  • solarize_()
  • warp_affine()
• imgaug.augmenters.pooling
  • AveragePooling
  • MaxPooling
  • MedianPooling
  • MinPooling
• imgaug.augmenters.segmentation
  • DropoutPointsSampler
    • DropoutPointsSampler.sample_points()
  • IPointsSampler
    • IPointsSampler.sample_points()
  • RegularGridPointsSampler
    • RegularGridPointsSampler.sample_points()
  • RegularGridVoronoi
  • RelativeRegularGridPointsSampler
    • RelativeRegularGridPointsSampler.sample_points()
  • RelativeRegularGridVoronoi
  • SubsamplingPointsSampler
    • SubsamplingPointsSampler.sample_points()
  • Superpixels
    • Superpixels.get_parameters()
  • UniformPointsSampler
    • UniformPointsSampler.sample_points()
  • UniformVoronoi
  • Voronoi
    • Voronoi.get_parameters()
  • replace_segments_()
  • segment_voronoi()
• imgaug.augmenters.size
  • CenterCropToAspectRatio
  • CenterCropToFixedSize
  • CenterCropToMultiplesOf
  • CenterCropToPowersOf
  • CenterCropToSquare
  • CenterPadToAspectRatio
  • CenterPadToFixedSize
  • CenterPadToMultiplesOf
  • CenterPadToPowersOf
  • CenterPadToSquare
  • Crop
  • CropAndPad
    • CropAndPad.get_parameters()
  • CropToAspectRatio
    • CropToAspectRatio.get_parameters()
  • CropToFixedSize
    • CropToFixedSize.get_parameters()
  • CropToMultiplesOf
    • CropToMultiplesOf.get_parameters()
  • CropToPowersOf
    • CropToPowersOf.get_parameters()
  • CropToSquare
  • KeepSizeByResize
    • KeepSizeByResize.NO_RESIZE
    • KeepSizeByResize.SAME_AS_IMAGES
    • KeepSizeByResize.get_children_lists()
    • KeepSizeByResize.get_parameters()
  • Pad
  • PadToAspectRatio
    • PadToAspectRatio.get_parameters()
  • PadToFixedSize
    • PadToFixedSize.get_parameters()
  • PadToMultiplesOf
    • PadToMultiplesOf.get_parameters()
  • PadToPowersOf
    • PadToPowersOf.get_parameters()
  • PadToSquare
  • Resize
    • Resize.get_parameters()
  • Scale()
  • compute_croppings_to_reach_aspect_ratio()
  • compute_croppings_to_reach_multiples_of()
  • compute_croppings_to_reach_powers_of()
  • compute_paddings_to_reach_aspect_ratio()
  • compute_paddings_to_reach_multiples_of()
  • compute_paddings_to_reach_powers_of()
  • pad()
  • pad_to_aspect_ratio()
  • pad_to_multiples_of()
• imgaug.augmenters.weather
  • CloudLayer
    • CloudLayer.draw_on_image()
    • CloudLayer.generate_maps()
    • CloudLayer.get_parameters()
  • Clouds
  • FastSnowyLandscape
    • FastSnowyLandscape.get_parameters()
  • Fog
  • Rain
  • RainLayer
  • Snowflakes
  • SnowflakesLayer
    • SnowflakesLayer.draw_on_image()
    • SnowflakesLayer.get_parameters()