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kornia 0.8.2

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  • PyPI https://pypi.org/project/kornia/
    Repository https://github.com/kornia/kornia

  • py.typed

  • Coverage

    %%{init: {"pie": {"textPosition": 0.85}, "theme": "neutral", "themeVariables": {"pieStrokeWidth": "1px"}}}%%
pie title
    "Typed" : 8861
    "Any" : 130
    "Untyped" : 1335
    • 87.1% coverage
    • 85.8% coverage (strict)
    • 10326 typable
      • 8861 typed
      • 1335 untyped
      • 130 Any

  • Typables

    %%{init: {"pie": {"textPosition": 0.85}, "theme": "neutral", "themeVariables": {"pieStrokeWidth": "1px"}}}%%
pie title
    "functions" : 2615
    "classes" : 6255
    "other" : 76
    • 666 functions (+1 overloads)
      • 1949 parameters
    • 584 classes
      • 1799 methods (+2 overloads)
        • 4305 parameters
      • 143 properties
    • 369 modules
      • 76 attrs

Modules

Module Coverage Coverage (strict) Typables Ignores
kornia 0.0% 0.0% 0 0
kornia.augmentation._2d.base 100.0% 100.0% 47 0
kornia.augmentation._2d.geometric.affine 96.2% 96.2% 26 0
kornia.augmentation._2d.geometric.base 100.0% 92.9% 85 0
kornia.augmentation._2d.geometric.center_crop 92.0% 92.0% 25 0
kornia.augmentation._2d.geometric.crop 98.4% 93.8% 64 0
kornia.augmentation._2d.geometric.elastic_transform 97.4% 97.4% 38 0
kornia.augmentation._2d.geometric.fisheye 100.0% 100.0% 14 0
kornia.augmentation._2d.geometric.horizontal_flip 100.0% 100.0% 14 0
kornia.augmentation._2d.geometric.pad 95.0% 95.0% 20 0
kornia.augmentation._2d.geometric.perspective 100.0% 100.0% 23 0
kornia.augmentation._2d.geometric.resize 97.0% 97.0% 33 0
kornia.augmentation._2d.geometric.resized_crop 96.0% 96.0% 25 0
kornia.augmentation._2d.geometric.rotation 95.5% 95.5% 44 0
kornia.augmentation._2d.geometric.shear 95.7% 95.7% 23 0
kornia.augmentation._2d.geometric.thin_plate_spline 87.5% 87.5% 16 0
kornia.augmentation._2d.geometric.translate 95.8% 95.8% 24 0
kornia.augmentation._2d.geometric.vertical_flip 100.0% 100.0% 14 0
kornia.augmentation._2d.intensity.auto_contrast 90.9% 90.9% 11 0
kornia.augmentation._2d.intensity.base 100.0% 100.0% 49 0
kornia.augmentation._2d.intensity.box_blur 92.3% 92.3% 13 0
kornia.augmentation._2d.intensity.brightness 92.3% 92.3% 13 0
kornia.augmentation._2d.intensity.channel_dropout 84.6% 84.6% 13 0
kornia.augmentation._2d.intensity.channel_shuffle 100.0% 100.0% 11 0
kornia.augmentation._2d.intensity.color_jiggle 76.5% 76.5% 17 0
kornia.augmentation._2d.intensity.color_jitter 83.3% 83.3% 24 0
kornia.augmentation._2d.intensity.contrast 92.3% 92.3% 13 0
kornia.augmentation._2d.intensity.denormalize 90.9% 90.9% 11 0
kornia.augmentation._2d.intensity.dissolving 91.7% 83.3% 12 0
kornia.augmentation._2d.intensity.equalize 100.0% 100.0% 9 0
kornia.augmentation._2d.intensity.erasing 85.0% 85.0% 20 0
kornia.augmentation._2d.intensity.gamma 100.0% 100.0% 11 0
kornia.augmentation._2d.intensity.gaussian_blur 95.2% 95.2% 21 0
kornia.augmentation._2d.intensity.gaussian_illumination 100.0% 100.0% 20 0
kornia.augmentation._2d.intensity.gaussian_noise 92.9% 92.9% 14 0
kornia.augmentation._2d.intensity.grayscale 90.9% 90.9% 11 0
kornia.augmentation._2d.intensity.hue 100.0% 100.0% 11 0
kornia.augmentation._2d.intensity.invert 90.9% 90.9% 11 0
kornia.augmentation._2d.intensity.linear_illumination 100.0% 100.0% 22 0
kornia.augmentation._2d.intensity.median_blur 90.9% 90.9% 11 0
kornia.augmentation._2d.intensity.motion_blur 94.1% 94.1% 17 0
kornia.augmentation._2d.intensity.normalize 90.9% 90.9% 11 0
kornia.augmentation._2d.intensity.planckian_jitter 100.0% 100.0% 12 0
kornia.augmentation._2d.intensity.plasma 100.0% 100.0% 33 0
kornia.augmentation._2d.intensity.posterize 100.0% 100.0% 10 0
kornia.augmentation._2d.intensity.random_rain 100.0% 100.0% 12 0
kornia.augmentation._2d.intensity.random_rgb_shift 100.0% 100.0% 12 0
kornia.augmentation._2d.intensity.random_snow 100.0% 100.0% 11 0
kornia.augmentation._2d.intensity.salt_pepper_noise 100.0% 100.0% 11 0
kornia.augmentation._2d.intensity.saturation 100.0% 100.0% 11 0
kornia.augmentation._2d.intensity.sharpness 100.0% 100.0% 10 0
kornia.augmentation._2d.intensity.solarize 100.0% 100.0% 11 0
kornia.augmentation._2d.mix.base 98.7% 97.4% 78 0
kornia.augmentation._2d.mix.cutmix 95.5% 95.5% 22 0
kornia.augmentation._2d.mix.jigsaw 91.7% 91.7% 12 0
kornia.augmentation._2d.mix.mixup 100.0% 100.0% 18 0
kornia.augmentation._2d.mix.mosaic 96.1% 96.1% 51 0
kornia.augmentation._3d.base 100.0% 100.0% 47 0
kornia.augmentation._3d.geometric.affine 79.2% 79.2% 24 0
kornia.augmentation._3d.geometric.base 0.0% 0.0% 0 0
kornia.augmentation._3d.geometric.center_crop 89.5% 89.5% 19 0
kornia.augmentation._3d.geometric.crop 96.4% 92.9% 28 0
kornia.augmentation._3d.geometric.depthical_flip 100.0% 100.0% 13 0
kornia.augmentation._3d.geometric.horizontal_flip 100.0% 100.0% 13 0
kornia.augmentation._3d.geometric.perspective 94.1% 94.1% 17 0
kornia.augmentation._3d.geometric.rotation 94.1% 94.1% 17 0
kornia.augmentation._3d.geometric.vertical_flip 100.0% 100.0% 13 0
kornia.augmentation._3d.intensity.base 0.0% 0.0% 0 0
kornia.augmentation._3d.intensity.equalize 100.0% 100.0% 13 0
kornia.augmentation._3d.intensity.motion_blur 94.7% 94.7% 19 0
kornia.augmentation.auto.autoaugment.autoaugment 90.9% 90.9% 11 0
kornia.augmentation.auto.autoaugment.ops 100.0% 100.0% 42 0
kornia.augmentation.auto.base 100.0% 100.0% 32 1
kornia.augmentation.auto.operations.base 89.7% 89.7% 29 0
kornia.augmentation.auto.operations.ops 100.0% 100.0% 103 0
kornia.augmentation.auto.operations.policy 100.0% 100.0% 23 0
kornia.augmentation.auto.rand_augment.ops 100.0% 100.0% 45 0
kornia.augmentation.auto.rand_augment.rand_augment 87.5% 87.5% 16 0
kornia.augmentation.auto.trivial_augment.trivial_augment 88.9% 88.9% 9 0
kornia.augmentation.base 100.0% 100.0% 1 0
kornia.augmentation.container.augment 96.9% 92.2% 64 0
kornia.augmentation.container.base 100.0% 100.0% 79 1
kornia.augmentation.container.dispatcher 81.2% 81.2% 16 0
kornia.augmentation.container.image 89.5% 81.6% 38 0
kornia.augmentation.container.ops 100.0% 100.0% 96 0
kornia.augmentation.container.params 0.0% 0.0% 0 0
kornia.augmentation.container.patch 95.7% 95.7% 70 2
kornia.augmentation.container.video 97.1% 97.1% 68 0
kornia.augmentation.presets.ada 86.0% 83.7% 43 0
kornia.augmentation.random_generator.base 93.1% 82.8% 29 2
kornia.augmentation.random_generator.utils 100.0% 75.0% 4 0
kornia.augmentation.utils.helpers 100.0% 97.3% 73 0
kornia.augmentation.utils.param_validation 100.0% 100.0% 26 0
kornia.color._colormap_data 100.0% 100.0% 1 0
kornia.color.colormap 88.0% 88.0% 25 0
kornia.color.gray 95.5% 95.5% 22 0
kornia.color.hls 100.0% 100.0% 13 0
kornia.color.hsv 93.8% 93.8% 16 0
kornia.color.lab 100.0% 100.0% 14 0
kornia.color.luv 100.0% 100.0% 14 0
kornia.color.raw 89.3% 89.3% 28 0
kornia.color.rgb 97.3% 97.3% 73 0
kornia.color.sepia 83.3% 83.3% 12 0
kornia.color.xyz 100.0% 100.0% 12 0
kornia.color.ycbcr 100.0% 100.0% 14 0
kornia.color.yuv 100.0% 100.0% 32 0
kornia.config 66.7% 66.7% 3 0
kornia.constants 91.7% 91.7% 12 2
kornia.contrib.classification 71.4% 71.4% 7 0
kornia.contrib.connected_components 100.0% 100.0% 3 0
kornia.contrib.diamond_square 100.0% 100.0% 10 0
kornia.contrib.distance_transform 81.8% 81.8% 11 0
kornia.contrib.edge_detection 90.0% 90.0% 10 0
kornia.contrib.extract_patches 100.0% 100.0% 48 0
kornia.contrib.face_detection 73.8% 73.8% 42 0
kornia.contrib.histogram_matching 100.0% 100.0% 7 0
kornia.contrib.image_stitching 87.9% 87.9% 33 0
kornia.contrib.kmeans 85.7% 85.7% 21 0
kornia.contrib.lambda_module 85.7% 57.1% 7 0
kornia.contrib.models.base 100.0% 100.0% 12 0
kornia.contrib.models.common 80.0% 80.0% 45 0
kornia.contrib.models.efficient_vit.backbone 91.2% 91.2% 57 0
kornia.contrib.models.efficient_vit.model 90.0% 90.0% 10 0
kornia.contrib.models.efficient_vit.nn.act 100.0% 100.0% 4 1
kornia.contrib.models.efficient_vit.nn.norm 100.0% 85.7% 7 0
kornia.contrib.models.efficient_vit.nn.ops 35.6% 35.6% 104 0
kornia.contrib.models.efficient_vit.utils.list 100.0% 100.0% 7 0
kornia.contrib.models.efficient_vit.utils.network 100.0% 80.0% 5 0
kornia.contrib.models.rt_detr.architecture.hgnetv2 59.5% 59.5% 42 0
kornia.contrib.models.rt_detr.architecture.hybrid_encoder 65.8% 65.8% 73 0
kornia.contrib.models.rt_detr.architecture.resnet_d 74.4% 74.4% 39 0
kornia.contrib.models.rt_detr.architecture.rtdetr_head 65.1% 65.1% 106 0
kornia.contrib.models.rt_detr.model 78.9% 78.9% 19 0
kornia.contrib.models.rt_detr.post_processor 72.2% 72.2% 18 0
kornia.contrib.models.sam.architecture.common 69.2% 53.8% 13 0
kornia.contrib.models.sam.architecture.image_encoder 78.2% 78.2% 78 0
kornia.contrib.models.sam.architecture.mask_decoder 66.7% 66.7% 27 0
kornia.contrib.models.sam.architecture.prompt_encoder 79.5% 79.5% 44 0
kornia.contrib.models.sam.architecture.transformer 61.0% 61.0% 59 0
kornia.contrib.models.sam.model 81.2% 81.2% 16 0
kornia.contrib.models.structures 100.0% 100.0% 10 0
kornia.contrib.models.tiny_vit 68.4% 67.7% 158 0
kornia.contrib.object_detection 100.0% 33.3% 15 0
kornia.contrib.visual_prompter 91.7% 91.7% 48 0
kornia.contrib.vit 70.8% 66.7% 24 0
kornia.contrib.vit_mobile 74.1% 74.1% 81 0
kornia.core 0.0% 0.0% 0 1
kornia.core._backend 100.0% 100.0% 2 0
kornia.core.check 100.0% 96.2% 52 0
kornia.core.external 44.0% 44.0% 25 0
kornia.core.mixin.image_module 100.0% 76.2% 21 2
kornia.core.mixin.onnx 100.0% 90.0% 60 10
kornia.core.module 100.0% 63.4% 41 2
kornia.core.tensor_wrapper 12.9% 12.9% 62 0
kornia.enhance.adjust 99.2% 99.2% 132 0
kornia.enhance.core 81.2% 81.2% 16 0
kornia.enhance.equalization 100.0% 100.0% 5 0
kornia.enhance.histogram 100.0% 100.0% 30 0
kornia.enhance.integral 91.7% 91.7% 12 0
kornia.enhance.jpeg 100.0% 100.0% 11 0
kornia.enhance.normalize 86.2% 86.2% 29 0
kornia.enhance.rescale 80.0% 80.0% 5 0
kornia.enhance.shift_rgb 100.0% 100.0% 5 0
kornia.enhance.zca 84.2% 84.2% 38 0
kornia.feature.adalam.adalam 97.4% 97.4% 38 0
kornia.feature.adalam.core 100.0% 100.0% 45 0
kornia.feature.adalam.ransac 100.0% 100.0% 29 0
kornia.feature.adalam.utils 100.0% 100.0% 31 0
kornia.feature.affine_shape 82.4% 82.4% 34 0
kornia.feature.dedode.decoder 25.6% 23.1% 39 1
kornia.feature.dedode.dedode 96.7% 96.7% 30 0
kornia.feature.dedode.dedode_models 100.0% 100.0% 12 0
kornia.feature.dedode.descriptor 55.6% 55.6% 9 1
kornia.feature.dedode.detector 55.6% 55.6% 9 1
kornia.feature.dedode.encoder 40.0% 40.0% 25 3
kornia.feature.dedode.transformer.dinov2 14.9% 14.9% 87 0
kornia.feature.dedode.transformer.layers.attention 57.9% 57.9% 19 1
kornia.feature.dedode.transformer.layers.block 50.9% 50.9% 53 0
kornia.feature.dedode.transformer.layers.dino_head 0.0% 0.0% 14 0
kornia.feature.dedode.transformer.layers.drop_path 88.9% 88.9% 9 0
kornia.feature.dedode.transformer.layers.layer_scale 75.0% 75.0% 8 0
kornia.feature.dedode.transformer.layers.mlp 69.2% 69.2% 13 0
kornia.feature.dedode.transformer.layers.patch_embed 47.6% 47.6% 21 0
kornia.feature.dedode.transformer.layers.swiglu_ffn 88.9% 88.9% 18 0
kornia.feature.dedode.utils 100.0% 100.0% 14 0
kornia.feature.dedode.vgg 92.1% 71.1% 38 0
kornia.feature.defmo 65.4% 65.4% 81 0
kornia.feature.disk.detector 100.0% 100.0% 9 0
kornia.feature.disk.disk 87.5% 87.5% 16 0
kornia.feature.disk.structs 100.0% 77.8% 9 0
kornia.feature.hardnet 89.5% 89.5% 19 0
kornia.feature.hynet 55.3% 55.3% 47 0
kornia.feature.integrated 87.1% 87.1% 85 1
kornia.feature.keynet 80.0% 80.0% 15 0
kornia.feature.laf 100.0% 100.0% 61 0
kornia.feature.lightglue 73.0% 73.0% 148 6
kornia.feature.lightglue_onnx.lightglue 81.8% 81.8% 11 1
kornia.feature.lightglue_onnx.utils.download 100.0% 100.0% 6 0
kornia.feature.lightglue_onnx.utils.keypoints 100.0% 100.0% 3 0
kornia.feature.loftr.backbone 100.0% 100.0% 2 0
kornia.feature.loftr.backbone.resnet_fpn 49.2% 49.2% 61 0
kornia.feature.loftr.loftr 52.6% 36.8% 19 1
kornia.feature.loftr.loftr_module.fine_preprocess 60.0% 60.0% 15 0
kornia.feature.loftr.loftr_module.linear_attention 82.6% 82.6% 23 0
kornia.feature.loftr.loftr_module.transformer 53.1% 53.1% 32 0
kornia.feature.loftr.utils.coarse_matching 68.6% 68.6% 35 0
kornia.feature.loftr.utils.fine_matching 100.0% 100.0% 8 0
kornia.feature.loftr.utils.geometry 100.0% 100.0% 7 0
kornia.feature.loftr.utils.position_encoding 84.6% 84.6% 13 0
kornia.feature.loftr.utils.supervision 100.0% 100.0% 15 0
kornia.feature.matching 82.6% 82.6% 69 0
kornia.feature.mkd 73.0% 73.0% 122 0
kornia.feature.orientation 73.7% 73.7% 38 0
kornia.feature.responses 96.4% 96.4% 56 0
kornia.feature.scale_space_detector 70.2% 70.2% 57 0
kornia.feature.siftdesc 66.0% 66.0% 53 0
kornia.feature.sold2.backbones 62.8% 62.8% 129 0
kornia.feature.sold2.sold2 70.8% 70.8% 48 0
kornia.feature.sold2.sold2_detector 72.7% 72.7% 77 0
kornia.feature.sold2.structures 0.0% 0.0% 0 0
kornia.feature.sosnet 75.0% 75.0% 8 0
kornia.feature.steerers 91.7% 91.7% 12 0
kornia.feature.tfeat 71.4% 71.4% 7 0
kornia.filters.bilateral 100.0% 100.0% 20 0
kornia.filters.blur 83.3% 83.3% 18 0
kornia.filters.blur_pool 76.1% 76.1% 46 0
kornia.filters.canny 79.2% 79.2% 24 0
kornia.filters.dexined 54.4% 54.4% 79 0
kornia.filters.dissolving 71.4% 57.1% 7 0
kornia.filters.filter 100.0% 100.0% 19 0
kornia.filters.gaussian 81.0% 71.4% 21 0
kornia.filters.guided 80.0% 80.0% 20 0
kornia.filters.in_range 78.6% 78.6% 14 0
kornia.filters.kernels 100.0% 95.8% 142 0
kornia.filters.kernels_geometry 100.0% 100.0% 10 0
kornia.filters.laplacian 93.3% 93.3% 15 0
kornia.filters.median 87.5% 87.5% 8 0
kornia.filters.motion 77.8% 77.8% 45 0
kornia.filters.otsu_thresholding 100.0% 100.0% 17 0
kornia.filters.sobel 97.7% 97.7% 44 0
kornia.filters.unsharp 78.6% 78.6% 14 0
kornia.geometry.bbox 100.0% 100.0% 36 0
kornia.geometry.boxes 100.0% 100.0% 96 1
kornia.geometry.calibration.distort 100.0% 100.0% 9 0
kornia.geometry.calibration.pnp 100.0% 100.0% 6 0
kornia.geometry.calibration.undistort 100.0% 100.0% 10 0
kornia.geometry.camera.distortion_affine 100.0% 100.0% 9 0
kornia.geometry.camera.distortion_kannala_brandt 100.0% 100.0% 9 0
kornia.geometry.camera.perspective 100.0% 100.0% 8 0
kornia.geometry.camera.pinhole 100.0% 100.0% 88 0
kornia.geometry.camera.projection_orthographic 100.0% 100.0% 7 0
kornia.geometry.camera.projection_z1 100.0% 100.0% 7 0
kornia.geometry.camera.stereo 92.9% 85.7% 28 0
kornia.geometry.conversions 100.0% 100.0% 140 0
kornia.geometry.depth 98.6% 98.6% 73 0
kornia.geometry.epipolar._metrics 100.0% 100.0% 20 0
kornia.geometry.epipolar.essential 100.0% 100.0% 31 0
kornia.geometry.epipolar.fundamental 100.0% 100.0% 35 0
kornia.geometry.epipolar.numeric 100.0% 100.0% 4 0
kornia.geometry.epipolar.projection 100.0% 100.0% 22 0
kornia.geometry.epipolar.scene 100.0% 100.0% 3 0
kornia.geometry.epipolar.triangulation 100.0% 100.0% 5 0
kornia.geometry.homography 100.0% 100.0% 42 0
kornia.geometry.keypoints 100.0% 100.0% 56 1
kornia.geometry.liegroup.se2 100.0% 100.0% 42 0
kornia.geometry.liegroup.se3 100.0% 100.0% 54 0
kornia.geometry.liegroup.so2 100.0% 100.0% 28 0
kornia.geometry.liegroup.so3 100.0% 100.0% 44 0
kornia.geometry.linalg 100.0% 100.0% 27 0
kornia.geometry.line 100.0% 100.0% 28 0
kornia.geometry.plane 100.0% 100.0% 22 1
kornia.geometry.pose 100.0% 100.0% 27 0
kornia.geometry.quaternion 100.0% 97.6% 82 0
kornia.geometry.ransac 84.9% 84.9% 53 0
kornia.geometry.solvers.polynomial_solver 70.6% 70.6% 17 0
kornia.geometry.subpix.dsnt 100.0% 100.0% 11 0
kornia.geometry.subpix.nms 96.4% 96.4% 28 0
kornia.geometry.subpix.spatial_soft_argmax 79.0% 79.0% 81 0
kornia.geometry.transform.affwarp 94.9% 94.9% 158 0
kornia.geometry.transform.crop2d 95.6% 95.6% 45 0
kornia.geometry.transform.crop3d 100.0% 100.0% 24 0
kornia.geometry.transform.elastic_transform 100.0% 100.0% 9 0
kornia.geometry.transform.flips 100.0% 100.0% 15 0
kornia.geometry.transform.homography_warper 76.7% 70.0% 30 0
kornia.geometry.transform.image_registrator 75.0% 75.0% 52 0
kornia.geometry.transform.imgwarp 100.0% 100.0% 112 0
kornia.geometry.transform.pyramid 89.3% 89.3% 56 0
kornia.geometry.transform.thin_plate_spline 100.0% 100.0% 15 0
kornia.geometry.vector 100.0% 100.0% 44 1
kornia.grad_estimator.ste 87.5% 75.0% 16 0
kornia.image.base 0.0% 0.0% 0 0
kornia.image.image 100.0% 89.5% 38 0
kornia.io.io 100.0% 100.0% 8 0
kornia.losses.cauchy 90.0% 90.0% 10 0
kornia.losses.charbonnier 90.0% 90.0% 10 0
kornia.losses.depth_smooth 100.0% 100.0% 6 0
kornia.losses.dice 78.9% 78.9% 19 0
kornia.losses.divergence 100.0% 100.0% 8 0
kornia.losses.focal 100.0% 100.0% 47 0
kornia.losses.geman_mcclure 90.0% 90.0% 10 0
kornia.losses.hausdorff 80.0% 80.0% 10 0
kornia.losses.lovasz_hinge 100.0% 100.0% 7 0
kornia.losses.lovasz_softmax 90.0% 90.0% 10 0
kornia.losses.ms_ssim 96.3% 96.3% 27 0
kornia.losses.psnr 100.0% 100.0% 10 0
kornia.losses.ssim 100.0% 100.0% 22 0
kornia.losses.ssim3d 100.0% 100.0% 22 0
kornia.losses.total_variation 100.0% 100.0% 5 0
kornia.losses.tversky 100.0% 100.0% 19 0
kornia.losses.welsch 90.0% 90.0% 10 0
kornia.metrics 0.0% 0.0% 0 0
kornia.metrics.accuracy 100.0% 100.0% 4 0
kornia.metrics.average_meter 100.0% 100.0% 10 0
kornia.metrics.confusion_matrix 100.0% 100.0% 5 0
kornia.metrics.endpoint_error 100.0% 100.0% 10 0
kornia.metrics.mean_average_precision 100.0% 100.0% 8 0
kornia.metrics.mean_iou 100.0% 100.0% 8 0
kornia.metrics.psnr 100.0% 100.0% 4 0
kornia.metrics.ssim 89.5% 89.5% 19 0
kornia.metrics.ssim3d 89.5% 89.5% 19 0
kornia.models.base 77.8% 77.8% 18 1
kornia.models.depth_estimation.base 100.0% 100.0% 16 2
kornia.models.depth_estimation.depth_anything 100.0% 100.0% 4 0
kornia.models.detection.base 100.0% 96.4% 28 2
kornia.models.detection.rtdetr 100.0% 100.0% 7 0
kornia.models.detection.utils 82.4% 82.4% 17 0
kornia.models.edge_detection.base 100.0% 94.7% 19 2
kornia.models.edge_detection.dexined 100.0% 100.0% 4 0
kornia.models.segmentation.base 100.0% 100.0% 24 1
kornia.models.segmentation.segmentation_models 100.0% 90.0% 10 0
kornia.models.super_resolution.base 100.0% 95.2% 21 2
kornia.models.super_resolution.rrdbnet 100.0% 100.0% 3 0
kornia.models.super_resolution.small_sr 66.7% 66.7% 30 0
kornia.models.tracking.boxmot_tracker 89.5% 84.2% 19 0
kornia.models.utils 76.2% 76.2% 21 0
kornia.morphology.morphology 100.0% 100.0% 63 0
kornia.nerf.camera_utils 100.0% 100.0% 13 0
kornia.nerf.core 100.0% 100.0% 3 0
kornia.nerf.data_utils 100.0% 100.0% 28 0
kornia.nerf.nerf_model 100.0% 100.0% 29 0
kornia.nerf.nerf_solver 96.9% 96.9% 32 0
kornia.nerf.positional_encoder 100.0% 100.0% 7 0
kornia.nerf.samplers 100.0% 100.0% 86 0
kornia.nerf.volume_renderer 100.0% 100.0% 17 0
kornia.onnx.module 94.4% 88.9% 18 3
kornia.onnx.sequential 95.8% 91.7% 24 4
kornia.onnx.utils 94.7% 89.5% 19 3
kornia.sensors.camera.camera_model 96.1% 94.1% 51 0
kornia.sensors.camera.distortion_model 100.0% 100.0% 18 0
kornia.sensors.camera.projection_model 100.0% 100.0% 10 0
kornia.testing 100.0% 93.8% 16 0
kornia.tracking.planar_tracker 85.7% 85.7% 28 0
kornia.transpiler.transpiler 100.0% 100.0% 3 0
kornia.utils._compat 100.0% 100.0% 3 0
kornia.utils.download 100.0% 92.3% 13 0
kornia.utils.draw 100.0% 100.0% 18 0
kornia.utils.grid 100.0% 100.0% 13 0
kornia.utils.helpers 100.0% 89.3% 28 0
kornia.utils.image 95.5% 81.8% 22 0
kornia.utils.image_print 83.3% 83.3% 12 0
kornia.utils.memory 100.0% 100.0% 6 0
kornia.utils.misc 100.0% 100.0% 17 0
kornia.utils.one_hot 100.0% 100.0% 6 0
kornia.utils.pointcloud_io 100.0% 100.0% 6 0
kornia.utils.sample 100.0% 87.5% 8 0
kornia.x.callbacks 78.1% 78.1% 32 0
kornia.x.trainer 80.4% 70.6% 51 0
kornia.x.trainers 91.7% 91.7% 24 0
kornia.x.utils 93.8% 87.5% 16 0

Incomplete Annotations

kornia.augmentation._2d.geometric.affine (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomAffine.flags 1 0 0

kornia.augmentation._2d.geometric.base (0 missing, 6 any)

Symbol Typable Typed Any
meth GeometricAugmentationBase2D.inverse_inputs 6 6 1
meth GeometricAugmentationBase2D.inverse_masks 6 6 1
meth GeometricAugmentationBase2D.inverse_boxes 6 6 1
meth GeometricAugmentationBase2D.inverse_keypoints 6 6 1
meth GeometricAugmentationBase2D.inverse_classes 6 6 1
meth GeometricAugmentationBase2D.inverse 4 4 1

kornia.augmentation._2d.geometric.center_crop (2 missing, 0 any)

Symbol Typable Typed Any
attr CenterCrop.flags 1 0 0
attr CenterCrop.size 1 0 0

kornia.augmentation._2d.geometric.crop (1 missing, 3 any)

Symbol Typable Typed Any
meth RandomCrop.inverse_inputs 6 6 1
meth RandomCrop.inverse_boxes 6 6 1
meth RandomCrop.inverse_keypoints 6 6 1
attr RandomCrop.flags 1 0 0

kornia.augmentation._2d.geometric.elastic_transform (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomElasticTransform.flags 1 0 0

kornia.augmentation._2d.geometric.pad (1 missing, 0 any)

Symbol Typable Typed Any
attr PadTo.flags 1 0 0

kornia.augmentation._2d.geometric.resize (1 missing, 0 any)

Symbol Typable Typed Any
attr Resize.flags 1 0 0

kornia.augmentation._2d.geometric.resized_crop (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomResizedCrop.flags 1 0 0

kornia.augmentation._2d.geometric.rotation (2 missing, 0 any)

Symbol Typable Typed Any
attr RandomRotation.flags 1 0 0
attr RandomRotation90.flags 1 0 0

kornia.augmentation._2d.geometric.shear (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomShear.flags 1 0 0

kornia.augmentation._2d.geometric.thin_plate_spline (2 missing, 0 any)

Symbol Typable Typed Any
attr RandomThinPlateSpline.flags 1 0 0
attr RandomThinPlateSpline.dist 1 0 0

kornia.augmentation._2d.geometric.translate (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomTranslate.flags 1 0 0

kornia.augmentation._2d.intensity.auto_contrast (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomAutoContrast.clip_output 1 0 0

kornia.augmentation._2d.intensity.box_blur (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomBoxBlur.flags 1 0 0

kornia.augmentation._2d.intensity.brightness (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomBrightness.clip_output 1 0 0

kornia.augmentation._2d.intensity.channel_dropout (2 missing, 0 any)

Symbol Typable Typed Any
attr RandomChannelDropout.fill_value 1 0 0
attr RandomChannelDropout.num_drop_channels 1 0 0

kornia.augmentation._2d.intensity.color_jiggle (4 missing, 0 any)

Symbol Typable Typed Any
attr ColorJiggle.brightness 1 0 0
attr ColorJiggle.contrast 1 0 0
attr ColorJiggle.saturation 1 0 0
attr ColorJiggle.hue 1 0 0

kornia.augmentation._2d.intensity.color_jitter (4 missing, 0 any)

Symbol Typable Typed Any
attr ColorJitter.brightness 1 0 0
attr ColorJitter.contrast 1 0 0
attr ColorJitter.saturation 1 0 0
attr ColorJitter.hue 1 0 0

kornia.augmentation._2d.intensity.contrast (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomContrast.clip_output 1 0 0

kornia.augmentation._2d.intensity.denormalize (1 missing, 0 any)

Symbol Typable Typed Any
attr Denormalize.flags 1 0 0

kornia.augmentation._2d.intensity.dissolving (1 missing, 1 any)

Symbol Typable Typed Any
meth RandomDissolving.init 6 6 1
attr RandomDissolving.step_range 1 0 0

kornia.augmentation._2d.intensity.erasing (3 missing, 0 any)

Symbol Typable Typed Any
attr RandomErasing.scale 1 0 0
attr RandomErasing.ratio 1 0 0
attr RandomErasing.value 1 0 0

kornia.augmentation._2d.intensity.gaussian_blur (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomGaussianBlur.flags 1 0 0

kornia.augmentation._2d.intensity.gaussian_noise (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomGaussianNoise.flags 1 0 0

kornia.augmentation._2d.intensity.grayscale (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomGrayscale.rgb_weights 1 0 0

kornia.augmentation._2d.intensity.invert (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomInvert.flags 1 0 0

kornia.augmentation._2d.intensity.median_blur (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomMedianBlur.flags 1 0 0

kornia.augmentation._2d.intensity.motion_blur (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomMotionBlur.flags 1 0 0

kornia.augmentation._2d.intensity.normalize (1 missing, 0 any)

Symbol Typable Typed Any
attr Normalize.flags 1 0 0

kornia.augmentation._2d.mix.base (1 missing, 1 any)

Symbol Typable Typed Any
meth MixAugmentationBaseV2.inverse 2 2 1
attr MixAugmentationBaseV2.data_keys 1 0 0

kornia.augmentation._2d.mix.cutmix (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomCutMixV2.use_correct_lambda 1 0 0

kornia.augmentation._2d.mix.jigsaw (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomJigsaw.flags 1 0 0

kornia.augmentation._2d.mix.mosaic (2 missing, 0 any)

Symbol Typable Typed Any
attr RandomMosaic.start_ratio_range 1 0 0
attr RandomMosaic.flags 1 0 0

kornia.augmentation._3d.geometric.affine (5 missing, 0 any)

Symbol Typable Typed Any
attr RandomAffine3D.degrees 1 0 0
attr RandomAffine3D.shears 1 0 0
attr RandomAffine3D.translate 1 0 0
attr RandomAffine3D.scale 1 0 0
attr RandomAffine3D.flags 1 0 0

kornia.augmentation._3d.geometric.center_crop (2 missing, 0 any)

Symbol Typable Typed Any
attr CenterCrop3D.flags 1 0 0
attr CenterCrop3D.size 1 0 0

kornia.augmentation._3d.geometric.crop (1 missing, 1 any)

Symbol Typable Typed Any
meth RandomCrop3D.forward 4 4 1
attr RandomCrop3D.flags 1 0 0

kornia.augmentation._3d.geometric.perspective (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomPerspective3D.flags 1 0 0

kornia.augmentation._3d.geometric.rotation (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomRotation3D.flags 1 0 0

kornia.augmentation._3d.intensity.motion_blur (1 missing, 0 any)

Symbol Typable Typed Any
attr RandomMotionBlur3D.flags 1 0 0

kornia.augmentation.auto.autoaugment.autoaugment (1 missing, 0 any)

Symbol Typable Typed Any
attr AutoAugment.rand_selector 1 0 0

kornia.augmentation.auto.operations.base (3 missing, 0 any)

Symbol Typable Typed Any
attr OperationBase.op 1 0 0
attr OperationBase.probability_range 1 0 0
attr OperationBase.symmetric_megnitude 1 0 0

kornia.augmentation.auto.rand_augment.rand_augment (2 missing, 0 any)

Symbol Typable Typed Any
attr RandAugment.n 1 0 0
attr RandAugment.m 1 0 0

kornia.augmentation.auto.trivial_augment.trivial_augment (1 missing, 0 any)

Symbol Typable Typed Any
attr TrivialAugment.rand_selector 1 0 0

kornia.augmentation.container.augment (2 missing, 3 any)

Symbol Typable Typed Any
meth AugmentationSequential.call 5 5 3
attr AugmentationSequential.transform_op 1 0 0
attr AugmentationSequential.extra_args 1 0 0

kornia.augmentation.container.dispatcher (3 missing, 0 any)

Symbol Typable Typed Any
attr ManyToManyAugmentationDispather.augmentations 1 0 0
attr ManyToOneAugmentationDispather.strict 1 0 0
attr ManyToOneAugmentationDispather.augmentations 1 0 0

kornia.augmentation.container.image (4 missing, 3 any)

Symbol Typable Typed Any
meth ImageSequential.call 5 5 3
attr ImageSequential.random_apply 1 0 0
attr ImageSequential.random_apply_weights 1 0 0
attr ImageSequential.if_unsupported_ops 1 0 0
attr ImageSequential.disable_features 1 0 0

kornia.augmentation.container.patch (3 missing, 0 any)

Symbol Typable Typed Any
attr PatchSequential.grid_size 1 0 0
attr PatchSequential.padding 1 0 0
attr PatchSequential.patchwise_apply 1 0 0

kornia.augmentation.container.video (2 missing, 0 any)

Symbol Typable Typed Any
attr VideoSequential.same_on_frame 1 0 0
attr VideoSequential.data_format 1 0 0

kornia.augmentation.presets.ada (6 missing, 1 any)

Symbol Typable Typed Any
meth AdaptiveDiscriminatorAugmentation.init 14 14 1
attr AdaptiveDiscriminatorAugmentation.p 1 0 0
attr AdaptiveDiscriminatorAugmentation.adjustment_speed 1 0 0
attr AdaptiveDiscriminatorAugmentation.max_p 1 0 0
attr AdaptiveDiscriminatorAugmentation.target_real_acc 1 0 0
attr AdaptiveDiscriminatorAugmentation.ema_lambda 1 0 0
attr AdaptiveDiscriminatorAugmentation.update_every 1 0 0

kornia.augmentation.random_generator.base (2 missing, 3 any)

Symbol Typable Typed Any
meth DistributionWithMapper.getattr 2 2 1
attr DistributionWithMapper.dist 1 0 0
attr DistributionWithMapper.map_fn 1 0 0
meth RandomGeneratorBase.to 3 3 2

kornia.augmentation.random_generator.utils (0 missing, 1 any)

Symbol Typable Typed Any
func randperm 4 4 1

kornia.augmentation.utils.helpers (0 missing, 2 any)

Symbol Typable Typed Any
meth MultiprocessWrapper.init 3 3 2

kornia.color.colormap (3 missing, 0 any)

Symbol Typable Typed Any
attr ApplyColorMap.colormap 1 0 0
attr ColorMap.colors 1 0 0
attr ColorMap.name 1 0 0

kornia.color.gray (1 missing, 0 any)

Symbol Typable Typed Any
attr RgbToGrayscale.rgb_weights 1 0 0

kornia.color.hsv (1 missing, 0 any)

Symbol Typable Typed Any
attr RgbToHsv.eps 1 0 0

kornia.color.raw (3 missing, 0 any)

Symbol Typable Typed Any
attr RawToRgb.cfa 1 0 0
attr RgbToRaw.cfa 1 0 0
attr RawToRgb2x2Downscaled.cfa 1 0 0

kornia.color.rgb (2 missing, 0 any)

Symbol Typable Typed Any
attr RgbToRgba.alpha_val 1 0 0
attr BgrToRgba.alpha_val 1 0 0

kornia.color.sepia (2 missing, 0 any)

Symbol Typable Typed Any
attr Sepia.rescale 1 0 0
attr Sepia.eps 1 0 0

kornia.config (1 missing, 0 any)

Symbol Typable Typed Any
attr kornia_config 1 0 0

kornia.constants (1 missing, 0 any)

Symbol Typable Typed Any
attr pi 1 0 0

kornia.contrib.classification (2 missing, 0 any)

Symbol Typable Typed Any
attr ClassificationHead.norm 1 0 0
attr ClassificationHead.linear 1 0 0

kornia.contrib.distance_transform (2 missing, 0 any)

Symbol Typable Typed Any
attr DistanceTransform.kernel_size 1 0 0
attr DistanceTransform.h 1 0 0

kornia.contrib.edge_detection (1 missing, 0 any)

Symbol Typable Typed Any
attr EdgeDetector.model 1 0 0

kornia.contrib.face_detection (11 missing, 0 any)

Symbol Typable Typed Any
attr FaceDetector.top_k 1 0 0
attr FaceDetector.confidence_threshold 1 0 0
attr FaceDetector.nms_threshold 1 0 0
attr FaceDetector.keep_top_k 1 0 0
attr FaceDetector.config 1 0 0
attr FaceDetector.min_sizes 1 0 0
attr FaceDetector.steps 1 0 0
attr FaceDetector.variance 1 0 0
attr FaceDetector.clip 1 0 0
attr FaceDetector.model 1 0 0
attr FaceDetector.nms 1 0 0

kornia.contrib.image_stitching (4 missing, 0 any)

Symbol Typable Typed Any
attr ImageStitcher.matcher 1 0 0
attr ImageStitcher.estimator 1 0 0
attr ImageStitcher.blending_method 1 0 0
attr ImageStitcher.ransac 1 0 0

kornia.contrib.kmeans (3 missing, 0 any)

Symbol Typable Typed Any
attr KMeans.num_clusters 1 0 0
attr KMeans.tolerance 1 0 0
attr KMeans.max_iterations 1 0 0

kornia.contrib.lambda_module (1 missing, 2 any)

Symbol Typable Typed Any
meth Lambda.forward 4 4 2
attr Lambda.func 1 0 0

kornia.contrib.models.common (9 missing, 0 any)

Symbol Typable Typed Any
attr ConvNormAct.pad 1 0 0
attr LayerNorm2d.weight 1 0 0
attr LayerNorm2d.bias 1 0 0
attr LayerNorm2d.eps 1 0 0
attr MLP.num_layers 1 0 0
attr MLP.layers 1 0 0
attr MLP.sigmoid_output 1 0 0
attr DropPath.drop_prob 1 0 0
attr DropPath.scale_by_keep 1 0 0

kornia.contrib.models.efficient_vit.backbone (5 missing, 0 any)

Symbol Typable Typed Any
attr EfficientViTLargeBackbone.width_list 1 0 0
attr EfficientViTLargeBackbone.stages 1 0 0
attr EfficientViTBackbone.width_list 1 0 0
attr EfficientViTBackbone.input_stem 1 0 0
attr EfficientViTBackbone.stages 1 0 0

kornia.contrib.models.efficient_vit.model (1 missing, 0 any)

Symbol Typable Typed Any
attr EfficientViT.backbone 1 0 0

kornia.contrib.models.efficient_vit.nn.norm (0 missing, 1 any)

Symbol Typable Typed Any
func build_norm 4 4 1

kornia.contrib.models.efficient_vit.nn.ops (67 missing, 0 any)

Symbol Typable Typed Any
meth MBConv.init 10 2 0
attr MBConv.inverted_conv 1 0 0
attr MBConv.depth_conv 1 0 0
attr MBConv.point_conv 1 0 0
meth ConvLayer.init 11 2 0
attr ConvLayer.dropout 1 0 0
attr ConvLayer.conv 1 0 0
attr ConvLayer.norm 1 0 0
attr ConvLayer.act 1 0 0
meth OpSequential.init 2 1 0
attr OpSequential.op_list 1 0 0
meth ResBlock.init 10 2 0
attr ResBlock.conv1 1 0 0
attr ResBlock.conv2 1 0 0
meth EfficientViTBlock.init 7 3 0
attr EfficientViTBlock.context_module 1 0 0
attr EfficientViTBlock.local_module 1 0 0
meth FusedMBConv.init 11 2 0
attr FusedMBConv.spatial_conv 1 0 0
attr FusedMBConv.point_conv 1 0 0
meth DSConv.init 8 2 0
attr DSConv.depth_conv 1 0 0
attr DSConv.point_conv 1 0 0
meth ResidualBlock.init 5 3 0
attr ResidualBlock.pre_norm 1 0 0
attr ResidualBlock.main 1 0 0
attr ResidualBlock.shortcut 1 0 0
attr ResidualBlock.post_act 1 0 0

kornia.contrib.models.efficient_vit.utils.network (0 missing, 1 any)

Symbol Typable Typed Any
func build_kwargs_from_config 3 3 1

kornia.contrib.models.rt_detr.architecture.hgnetv2 (17 missing, 0 any)

Symbol Typable Typed Any
attr HGBlock.identity 1 0 0
attr HGBlock.layers 1 0 0
attr HGBlock.aggregation_squeeze_conv 1 0 0
attr HGBlock.aggregation_excitation_conv 1 0 0
attr StemBlock.stem1 1 0 0
attr StemBlock.stem2a 1 0 0
attr StemBlock.stem2b 1 0 0
attr StemBlock.stem3 1 0 0
attr StemBlock.stem4 1 0 0
attr StemBlock.pool 1 0 0
attr PPHGNetV2.out_channels 1 0 0
attr PPHGNetV2.stem 1 0 0
attr PPHGNetV2.stages 1 0 0
attr HGStage.downsample 1 0 0
attr HGStage.blocks 1 0 0
attr LightConvNormAct.conv1 1 0 0
attr LightConvNormAct.conv2 1 0 0

kornia.contrib.models.rt_detr.architecture.hybrid_encoder (25 missing, 0 any)

Symbol Typable Typed Any
attr HybridEncoder.input_proj 1 0 0
attr HybridEncoder.encoder 1 0 0
attr HybridEncoder.ccfm 1 0 0
attr AIFI.self_attn 1 0 0
attr AIFI.linear1 1 0 0
attr AIFI.dropout 1 0 0
attr AIFI.linear2 1 0 0
attr AIFI.dropout1 1 0 0
attr AIFI.dropout2 1 0 0
attr AIFI.norm1 1 0 0
attr AIFI.norm2 1 0 0
attr AIFI.act 1 0 0
attr RepVggBlock.conv1 1 0 0
attr RepVggBlock.conv2 1 0 0
attr RepVggBlock.act 1 0 0
attr TransformerEncoder.layers 1 0 0
attr TransformerEncoder.num_layers 1 0 0
attr CCFM.lateral_convs 1 0 0
attr CCFM.fpn_blocks 1 0 0
attr CCFM.downsample_convs 1 0 0
attr CCFM.pan_blocks 1 0 0
attr CSPRepLayer.conv1 1 0 0
attr CSPRepLayer.conv2 1 0 0
attr CSPRepLayer.bottlenecks 1 0 0
attr CSPRepLayer.conv3 1 0 0

kornia.contrib.models.rt_detr.architecture.resnet_d (10 missing, 0 any)

Symbol Typable Typed Any
attr BottleneckD.convs 1 0 0
attr BottleneckD.short 1 0 0
attr BottleneckD.relu 1 0 0
attr Block.blocks 1 0 0
attr BasicBlockD.convs 1 0 0
attr BasicBlockD.short 1 0 0
attr BasicBlockD.relu 1 0 0
attr ResNetD.conv1 1 0 0
attr ResNetD.res_layers 1 0 0
attr ResNetD.out_channels 1 0 0

kornia.contrib.models.rt_detr.architecture.rtdetr_head (37 missing, 0 any)

Symbol Typable Typed Any
attr TransformerDecoderLayer.self_attn 1 0 0
attr TransformerDecoderLayer.dropout1 1 0 0
attr TransformerDecoderLayer.norm1 1 0 0
attr TransformerDecoderLayer.cross_attn 1 0 0
attr TransformerDecoderLayer.dropout2 1 0 0
attr TransformerDecoderLayer.norm2 1 0 0
attr TransformerDecoderLayer.linear1 1 0 0
attr TransformerDecoderLayer.activation 1 0 0
attr TransformerDecoderLayer.dropout3 1 0 0
attr TransformerDecoderLayer.linear2 1 0 0
attr TransformerDecoderLayer.dropout4 1 0 0
attr TransformerDecoderLayer.norm3 1 0 0
attr RTDETRHead.num_classes 1 0 0
attr RTDETRHead.num_queries 1 0 0
attr RTDETRHead.num_levels 1 0 0
attr RTDETRHead.input_proj 1 0 0
attr RTDETRHead.decoder 1 0 0
attr RTDETRHead.query_pos_head 1 0 0
attr RTDETRHead.enc_output 1 0 0
attr RTDETRHead.enc_score_head 1 0 0
attr RTDETRHead.enc_bbox_head 1 0 0
attr RTDETRHead.dec_score_head 1 0 0
attr RTDETRHead.dec_bbox_head 1 0 0
attr RTDETRHead.denoising_class_embed 1 0 0
attr TransformerDecoder.layers 1 0 0
attr TransformerDecoder.hidden_dim 1 0 0
attr TransformerDecoder.num_layers 1 0 0
attr TransformerDecoder.eval_idx 1 0 0
attr MultiScaleDeformableAttention.num_heads 1 0 0
attr MultiScaleDeformableAttention.num_levels 1 0 0
attr MultiScaleDeformableAttention.num_points 1 0 0
attr MultiScaleDeformableAttention.total_points 1 0 0
attr MultiScaleDeformableAttention.head_dim 1 0 0
attr MultiScaleDeformableAttention.sampling_offsets 1 0 0
attr MultiScaleDeformableAttention.attention_weights 1 0 0
attr MultiScaleDeformableAttention.value_proj 1 0 0
attr MultiScaleDeformableAttention.output_proj 1 0 0

kornia.contrib.models.rt_detr.model (4 missing, 0 any)

Symbol Typable Typed Any
meth RTDETR.init 4 3 0
attr RTDETR.backbone 1 0 0
attr RTDETR.encoder 1 0 0
attr RTDETR.decoder 1 0 0

kornia.contrib.models.rt_detr.post_processor (5 missing, 0 any)

Symbol Typable Typed Any
attr DETRPostProcessor.confidence_threshold 1 0 0
attr DETRPostProcessor.num_classes 1 0 0
attr DETRPostProcessor.confidence_filtering 1 0 0
attr DETRPostProcessor.num_top_queries 1 0 0
attr DETRPostProcessor.box_filtering 1 0 0

kornia.contrib.models.sam.architecture.common (4 missing, 2 any)

Symbol Typable Typed Any
attr MLPBlock.lin1 1 0 0
attr MLPBlock.lin2 1 0 0
attr MLPBlock.act 1 0 0
meth LayerNorm.init 3 3 2
attr LayerNorm.eps 1 0 0

kornia.contrib.models.sam.architecture.image_encoder (17 missing, 0 any)

Symbol Typable Typed Any
attr PatchEmbed.proj 1 0 0
attr Attention.num_heads 1 0 0
attr Attention.scale 1 0 0
attr Attention.qkv 1 0 0
attr Attention.proj 1 0 0
attr Attention.use_rel_pos 1 0 0
attr Attention.rel_pos_h 1 0 0
attr Attention.rel_pos_w 1 0 0
attr ImageEncoderViT.img_size 1 0 0
attr ImageEncoderViT.patch_embed 1 0 0
attr ImageEncoderViT.blocks 1 0 0
attr ImageEncoderViT.neck 1 0 0
attr Block.norm1 1 0 0
attr Block.attn 1 0 0
attr Block.norm2 1 0 0
attr Block.mlp 1 0 0
attr Block.window_size 1 0 0

kornia.contrib.models.sam.architecture.mask_decoder (9 missing, 0 any)

Symbol Typable Typed Any
attr MaskDecoder.transformer_dim 1 0 0
attr MaskDecoder.transformer 1 0 0
attr MaskDecoder.num_multimask_outputs 1 0 0
attr MaskDecoder.iou_token 1 0 0
attr MaskDecoder.num_mask_tokens 1 0 0
attr MaskDecoder.mask_tokens 1 0 0
attr MaskDecoder.output_upscaling 1 0 0
attr MaskDecoder.output_hypernetworks_mlps 1 0 0
attr MaskDecoder.iou_prediction_head 1 0 0

kornia.contrib.models.sam.architecture.prompt_encoder (9 missing, 0 any)

Symbol Typable Typed Any
attr PromptEncoder.embed_dim 1 0 0
attr PromptEncoder.input_image_size 1 0 0
attr PromptEncoder.image_embedding_size 1 0 0
attr PromptEncoder.pe_layer 1 0 0
attr PromptEncoder.point_embeddings 1 0 0
attr PromptEncoder.not_a_point_embed 1 0 0
attr PromptEncoder.mask_input_size 1 0 0
attr PromptEncoder.mask_downscaling 1 0 0
attr PromptEncoder.no_mask_embed 1 0 0

kornia.contrib.models.sam.architecture.transformer (23 missing, 0 any)

Symbol Typable Typed Any
attr TwoWayTransformer.depth 1 0 0
attr TwoWayTransformer.embedding_dim 1 0 0
attr TwoWayTransformer.num_heads 1 0 0
attr TwoWayTransformer.mlp_dim 1 0 0
attr TwoWayTransformer.layers 1 0 0
attr TwoWayTransformer.final_attn_token_to_image 1 0 0
attr TwoWayTransformer.norm_final_attn 1 0 0
attr TwoWayAttentionBlock.self_attn 1 0 0
attr TwoWayAttentionBlock.norm1 1 0 0
attr TwoWayAttentionBlock.cross_attn_token_to_image 1 0 0
attr TwoWayAttentionBlock.norm2 1 0 0
attr TwoWayAttentionBlock.mlp 1 0 0
attr TwoWayAttentionBlock.norm3 1 0 0
attr TwoWayAttentionBlock.norm4 1 0 0
attr TwoWayAttentionBlock.cross_attn_image_to_token 1 0 0
attr TwoWayAttentionBlock.skip_first_layer_pe 1 0 0
attr Attention.embedding_dim 1 0 0
attr Attention.internal_dim 1 0 0
attr Attention.num_heads 1 0 0
attr Attention.q_proj 1 0 0
attr Attention.k_proj 1 0 0
attr Attention.v_proj 1 0 0
attr Attention.out_proj 1 0 0

kornia.contrib.models.sam.model (3 missing, 0 any)

Symbol Typable Typed Any
attr Sam.image_encoder 1 0 0
attr Sam.prompt_encoder 1 0 0
attr Sam.mask_decoder 1 0 0

kornia.contrib.models.tiny_vit (50 missing, 1 any)

Symbol Typable Typed Any
meth TinyViT.from_config 4 4 1
attr TinyViT.img_size 1 0 0
attr TinyViT.mobile_sam 1 0 0
attr TinyViT.patch_embed 1 0 0
attr TinyViT.layers 1 0 0
attr TinyViT.feat_size 1 0 0
attr TinyViT.norm_head 1 0 0
attr TinyViT.head 1 0 0
attr MLP.norm 1 0 0
attr MLP.fc1 1 0 0
attr MLP.act1 1 0 0
attr MLP.drop1 1 0 0
attr MLP.fc2 1 0 0
attr MLP.drop2 1 0 0
attr MBConv.conv1 1 0 0
attr MBConv.conv2 1 0 0
attr MBConv.conv3 1 0 0
attr MBConv.drop_path 1 0 0
attr MBConv.act 1 0 0
attr ConvBN.c 1 0 0
attr ConvBN.bn 1 0 0
attr ConvBN.act 1 0 0
attr PatchMerging.input_resolution 1 0 0
attr PatchMerging.conv1 1 0 0
attr PatchMerging.conv2 1 0 0
attr PatchMerging.conv3 1 0 0
attr ConvLayer.use_checkpoint 1 0 0
attr ConvLayer.blocks 1 0 0
attr ConvLayer.downsample 1 0 0
attr PatchEmbed.seq 1 0 0
attr Attention.num_heads 1 0 0
attr Attention.scale 1 0 0
attr Attention.key_dim 1 0 0
attr Attention.nh_kd 1 0 0
attr Attention.d 1 0 0
attr Attention.dh 1 0 0
attr Attention.attn_ratio 1 0 0
attr Attention.norm 1 0 0
attr Attention.qkv 1 0 0
attr Attention.proj 1 0 0
attr Attention.attention_biases 1 0 0
attr BasicLayer.use_checkpoint 1 0 0
attr BasicLayer.blocks 1 0 0
attr BasicLayer.downsample 1 0 0
attr TinyViTBlock.input_resolution 1 0 0
attr TinyViTBlock.window_size 1 0 0
attr TinyViTBlock.attn 1 0 0
attr TinyViTBlock.drop_path1 1 0 0
attr TinyViTBlock.local_conv 1 0 0
attr TinyViTBlock.mlp 1 0 0
attr TinyViTBlock.drop_path2 1 0 0

kornia.contrib.object_detection (0 missing, 10 any)

Symbol Typable Typed Any
meth ObjectDetector.init 3 3 2
meth BoundingBox.init 3 3 2
meth ResizePreProcessor.init 3 3 2
func results_from_detections 3 3 2
meth ObjectDetectorResult.init 3 3 2

kornia.contrib.visual_prompter (4 missing, 0 any)

Symbol Typable Typed Any
attr VisualPrompter.model 1 0 0
attr VisualPrompter.transforms 1 0 0
attr VisualPrompter.device 1 0 0
attr VisualPrompter.dtype 1 0 0

kornia.contrib.vit (7 missing, 1 any)

Symbol Typable Typed Any
meth VisionTransformer.from_config 4 4 1
attr VisionTransformer.image_size 1 0 0
attr VisionTransformer.patch_size 1 0 0
attr VisionTransformer.in_channels 1 0 0
attr VisionTransformer.embed_size 1 0 0
attr VisionTransformer.patch_embedding 1 0 0
attr VisionTransformer.encoder 1 0 0
attr VisionTransformer.norm 1 0 0

kornia.contrib.vit_mobile (21 missing, 0 any)

Symbol Typable Typed Any
attr MobileViT.conv1 1 0 0
attr MobileViT.mv2 1 0 0
attr MobileViT.mvit 1 0 0
attr MobileViT.conv2 1 0 0
attr MV2Block.stride 1 0 0
attr MV2Block.use_res_connect 1 0 0
attr MV2Block.conv 1 0 0
attr FeedForward.net 1 0 0
attr Transformer.layers 1 0 0
attr PreNorm.norm 1 0 0
attr PreNorm.fn 1 0 0
attr MobileViTBlock.conv1 1 0 0
attr MobileViTBlock.conv2 1 0 0
attr MobileViTBlock.transformer 1 0 0
attr MobileViTBlock.conv3 1 0 0
attr MobileViTBlock.conv4 1 0 0
attr Attention.heads 1 0 0
attr Attention.scale 1 0 0
attr Attention.attend 1 0 0
attr Attention.to_qkv 1 0 0
attr Attention.to_out 1 0 0

kornia.core.check (0 missing, 2 any)

Symbol Typable Typed Any
func KORNIA_UNWRAP 3 3 2

kornia.core.external (14 missing, 0 any)

Symbol Typable Typed Any
attr segmentation_models_pytorch 1 0 0
attr onnxruntime 1 0 0
attr onnx 1 0 0
attr diffusers 1 0 0
attr transformers 1 0 0
attr ivy 1 0 0
attr boxmot 1 0 0
attr LazyLoader.module_name 1 0 0
attr LazyLoader.dev_dependency 1 0 0
attr numpy 1 0 0
attr PILImage 1 0 0
attr logger 1 0 0
attr basicsr 1 0 0
attr requests 1 0 0

kornia.core.mixin.image_module (0 missing, 5 any)

Symbol Typable Typed Any
meth ImageModuleMixIn._is_valid_arg 2 2 1
meth ImageModuleMixIn.to_tensor 2 2 1
meth ImageModuleMixIn.to_numpy 2 2 1
meth ImageModuleMixIn.to_pil 2 2 1
attr ImageModuleMixIn._output_image 1 1 1

kornia.core.mixin.onnx (0 missing, 6 any)

Symbol Typable Typed Any
meth ONNXRuntimeMixin.as_cpu 2 2 1
meth ONNXRuntimeMixin.as_cuda 3 3 1
meth ONNXRuntimeMixin.as_tensorrt 3 3 1
meth ONNXRuntimeMixin.as_openvino 3 3 1
meth ONNXExportMixin.to_onnx 9 9 1
meth ONNXMixin._export 4 4 1

kornia.core.module (0 missing, 15 any)

Symbol Typable Typed Any
meth ImageSequential.init 3 3 2
meth ImageSequential.call 5 5 3
meth ImageModule.init 3 3 2
meth ImageModule.call 5 5 3
meth ImageModuleMixIn._is_valid_arg 2 2 1
meth ImageModuleMixIn.to_tensor 2 2 1
meth ImageModuleMixIn.to_numpy 2 2 1
meth ImageModuleMixIn.to_pil 2 2 1
attr ImageModuleMixIn._output_image 1 1 1

kornia.core.tensor_wrapper (54 missing, 0 any)

Symbol Typable Typed Any
meth TensorWrapper.unwrap 1 0 0
meth TensorWrapper.getstate 1 0 0
meth TensorWrapper.setstate 2 0 0
meth TensorWrapper.getattr 2 0 0
meth TensorWrapper.setattr 3 1 0
meth TensorWrapper.setitem 3 1 0
meth TensorWrapper.getitem 2 0 0
meth TensorWrapper.torch_function 5 0 0
meth TensorWrapper.add 2 0 0
meth TensorWrapper.radd 2 0 0
meth TensorWrapper.mul 2 0 0
meth TensorWrapper.rmul 2 0 0
meth TensorWrapper.sub 2 0 0
meth TensorWrapper.rsub 2 0 0
meth TensorWrapper.truediv 2 0 0
meth TensorWrapper.floordiv 2 0 0
meth TensorWrapper.ge 2 0 0
meth TensorWrapper.gt 2 0 0
meth TensorWrapper.lt 2 0 0
meth TensorWrapper.le 2 0 0
meth TensorWrapper.eq 2 0 0
meth TensorWrapper.ne 2 0 0
meth TensorWrapper.neg 1 0 0
meth TensorWrapper.unary_op 3 0 0
func unwrap 2 0 0
func wrap 3 0 0

kornia.enhance.adjust (1 missing, 0 any)

Symbol Typable Typed Any
attr Invert.max_val 1 0 0

kornia.enhance.core (3 missing, 0 any)

Symbol Typable Typed Any
attr AddWeighted.alpha 1 0 0
attr AddWeighted.beta 1 0 0
attr AddWeighted.gamma 1 0 0

kornia.enhance.integral (1 missing, 0 any)

Symbol Typable Typed Any
attr IntegralTensor.dim 1 0 0

kornia.enhance.normalize (4 missing, 0 any)

Symbol Typable Typed Any
attr Denormalize.mean 1 0 0
attr Denormalize.std 1 0 0
attr Normalize.mean 1 0 0
attr Normalize.std 1 0 0

kornia.enhance.rescale (1 missing, 0 any)

Symbol Typable Typed Any
attr Rescale.factor 1 0 0

kornia.enhance.zca (6 missing, 0 any)

Symbol Typable Typed Any
attr ZCAWhitening.dim 1 0 0
attr ZCAWhitening.eps 1 0 0
attr ZCAWhitening.unbiased 1 0 0
attr ZCAWhitening.detach_transforms 1 0 0
attr ZCAWhitening.compute_inv 1 0 0
attr ZCAWhitening.fitted 1 0 0

kornia.feature.adalam.adalam (1 missing, 0 any)

Symbol Typable Typed Any
attr AdalamFilter.config 1 0 0

kornia.feature.affine_shape (6 missing, 0 any)

Symbol Typable Typed Any
attr LAFAffNetShapeEstimator.features 1 0 0
attr LAFAffNetShapeEstimator.patch_size 1 0 0
attr LAFAffNetShapeEstimator.preserve_orientation 1 0 0
attr LAFAffineShapeEstimator.patch_size 1 0 0
attr LAFAffineShapeEstimator.affine_shape_detector 1 0 0
attr LAFAffineShapeEstimator.preserve_orientation 1 0 0

kornia.feature.dedode.decoder (29 missing, 1 any)

Symbol Typable Typed Any
meth Decoder.init 6 4 1
attr Decoder.layers 1 0 0
attr Decoder.scales 1 0 0
attr Decoder.super_resolution 1 0 0
attr Decoder.num_prototypes 1 0 0
meth ConvRefiner.init 10 0 0
meth ConvRefiner.create_block 7 0 0
attr ConvRefiner.block1 1 0 0
attr ConvRefiner.hidden_blocks 1 0 0
attr ConvRefiner.out_conv 1 0 0
attr ConvRefiner.amp 1 0 0
attr ConvRefiner.amp_dtype 1 0 0
attr ConvRefiner.residual 1 0 0

kornia.feature.dedode.dedode (1 missing, 0 any)

Symbol Typable Typed Any
attr DeDoDe.normalizer 1 0 0

kornia.feature.dedode.descriptor (4 missing, 0 any)

Symbol Typable Typed Any
meth DeDoDeDescriptor.init 5 3 0
attr DeDoDeDescriptor.encoder 1 0 0
attr DeDoDeDescriptor.decoder 1 0 0

kornia.feature.dedode.detector (4 missing, 0 any)

Symbol Typable Typed Any
meth DeDoDeDetector.init 5 3 0
attr DeDoDeDetector.encoder 1 0 0
attr DeDoDeDetector.decoder 1 0 0

kornia.feature.dedode.encoder (15 missing, 0 any)

Symbol Typable Typed Any
meth VGG_DINOv2.init 3 0 0
attr VGG_DINOv2.vgg 1 0 0
attr VGG_DINOv2.frozen_dinov2 1 0 0
meth FrozenDINOv2.init 4 3 0
meth FrozenDINOv2.forward 2 1 0
attr FrozenDINOv2.amp 1 0 0
attr FrozenDINOv2.amp_dtype 1 0 0
attr FrozenDINOv2.dinov2_vitl14 1 0 0
meth VGG19.forward 3 1 0
attr VGG19.layers 1 0 0
attr VGG19.amp 1 0 0
attr VGG19.amp_dtype 1 0 0

kornia.feature.dedode.transformer.dinov2 (74 missing, 0 any)

Symbol Typable Typed Any
func vit_large 3 1 0
meth DinoVisionTransformer.init 19 0 0
meth DinoVisionTransformer.init_weights 1 0 0
meth DinoVisionTransformer.interpolate_pos_encoding 4 0 0
meth DinoVisionTransformer.prepare_tokens_with_masks 3 0 0
meth DinoVisionTransformer.forward_features_list 3 0 0
meth DinoVisionTransformer.forward_features 3 0 0
meth DinoVisionTransformer._get_intermediate_layers_not_chunked 3 0 0
meth DinoVisionTransformer._get_intermediate_layers_chunked 3 0 0
meth DinoVisionTransformer.get_intermediate_layers 6 5 0
meth DinoVisionTransformer.forward 4 0 0
prop DinoVisionTransformer.device 1 0 0
attr DinoVisionTransformer.num_features 1 0 0
attr DinoVisionTransformer.embed_dim 1 0 0
attr DinoVisionTransformer.num_tokens 1 0 0
attr DinoVisionTransformer.n_blocks 1 0 0
attr DinoVisionTransformer.num_heads 1 0 0
attr DinoVisionTransformer.patch_size 1 0 0
attr DinoVisionTransformer.patch_embed 1 0 0
attr DinoVisionTransformer.cls_token 1 0 0
attr DinoVisionTransformer.pos_embed 1 0 0
attr DinoVisionTransformer.norm 1 0 0
attr DinoVisionTransformer.head 1 0 0
attr DinoVisionTransformer.mask_token 1 0 0
attr DinoVisionTransformer.chunked_blocks 1 0 0
attr DinoVisionTransformer.blocks 1 0 0
func vit_giant2 3 0 0
func named_apply 6 3 0
func vit_small 3 1 0
func vit_base 3 1 0
func init_weights_vit_timm 3 2 0
meth BlockChunk.forward 2 0 0

kornia.feature.dedode.transformer.layers.attention (8 missing, 0 any)

Symbol Typable Typed Any
meth MemEffAttention.forward 3 2 0
attr logger 1 0 0
attr Attention.num_heads 1 0 0
attr Attention.scale 1 0 0
attr Attention.qkv 1 0 0
attr Attention.attn_drop 1 0 0
attr Attention.proj 1 0 0
attr Attention.proj_drop 1 0 0

kornia.feature.dedode.transformer.layers.block (26 missing, 0 any)

Symbol Typable Typed Any
func drop_add_residual_stochastic_depth_list 5 4 0
func get_branges_scales 3 0 0
meth Block.init 15 14 0
attr Block.norm1 1 0 0
attr Block.attn 1 0 0
attr Block.ls1 1 0 0
attr Block.drop_path1 1 0 0
attr Block.norm2 1 0 0
attr Block.mlp 1 0 0
attr Block.ls2 1 0 0
attr Block.drop_path2 1 0 0
attr Block.sample_drop_ratio 1 0 0
func get_attn_bias_and_cat 3 0 0
meth NestedTensorBlock.forward 2 0 0
attr logger 1 0 0
func add_residual 6 0 0

kornia.feature.dedode.transformer.layers.dino_head (14 missing, 0 any)

Symbol Typable Typed Any
meth DINOHead.init 8 0 0
meth DINOHead._init_weights 2 0 0
meth DINOHead.forward 2 0 0
attr DINOHead.mlp 1 0 0
attr DINOHead.last_layer 1 0 0

kornia.feature.dedode.transformer.layers.drop_path (1 missing, 0 any)

Symbol Typable Typed Any
attr DropPath.drop_prob 1 0 0

kornia.feature.dedode.transformer.layers.layer_scale (2 missing, 0 any)

Symbol Typable Typed Any
attr LayerScale.inplace 1 0 0
attr LayerScale.gamma 1 0 0

kornia.feature.dedode.transformer.layers.mlp (4 missing, 0 any)

Symbol Typable Typed Any
attr Mlp.fc1 1 0 0
attr Mlp.act 1 0 0
attr Mlp.fc2 1 0 0
attr Mlp.drop 1 0 0

kornia.feature.dedode.transformer.layers.patch_embed (11 missing, 0 any)

Symbol Typable Typed Any
func make_2tuple 2 0 0
attr PatchEmbed.img_size 1 0 0
attr PatchEmbed.patch_size 1 0 0
attr PatchEmbed.patches_resolution 1 0 0
attr PatchEmbed.num_patches 1 0 0
attr PatchEmbed.in_chans 1 0 0
attr PatchEmbed.embed_dim 1 0 0
attr PatchEmbed.flatten_embedding 1 0 0
attr PatchEmbed.proj 1 0 0
attr PatchEmbed.norm 1 0 0

kornia.feature.dedode.transformer.layers.swiglu_ffn (2 missing, 0 any)

Symbol Typable Typed Any
attr SwiGLUFFN.w12 1 0 0
attr SwiGLUFFN.w3 1 0 0

kornia.feature.dedode.vgg (3 missing, 8 any)

Symbol Typable Typed Any
func vgg11_bn 3 3 1
func vgg13_bn 3 3 1
func vgg19 3 3 1
attr VGG.features 1 0 0
attr VGG.avgpool 1 0 0
attr VGG.classifier 1 0 0
func vgg16_bn 3 3 1
func vgg11 3 3 1
func vgg16 3 3 1
func vgg19_bn 3 3 1
func vgg13 3 3 1

kornia.feature.defmo (28 missing, 0 any)

Symbol Typable Typed Any
attr DeFMO.encoder 1 0 0
attr DeFMO.rendering 1 0 0
attr ResNet.inplanes 1 0 0
attr ResNet.dilation 1 0 0
attr ResNet.groups 1 0 0
attr ResNet.base_width 1 0 0
attr ResNet.conv1 1 0 0
attr ResNet.bn1 1 0 0
attr ResNet.relu 1 0 0
attr ResNet.maxpool 1 0 0
attr ResNet.layer1 1 0 0
attr ResNet.layer2 1 0 0
attr ResNet.layer3 1 0 0
attr ResNet.layer4 1 0 0
attr ResNet.avgpool 1 0 0
attr ResNet.fc 1 0 0
attr RenderingDeFMO.net 1 0 0
attr RenderingDeFMO.times 1 0 0
attr Bottleneck.conv1 1 0 0
attr Bottleneck.bn1 1 0 0
attr Bottleneck.conv2 1 0 0
attr Bottleneck.bn2 1 0 0
attr Bottleneck.conv3 1 0 0
attr Bottleneck.bn3 1 0 0
attr Bottleneck.relu 1 0 0
attr Bottleneck.downsample 1 0 0
attr Bottleneck.stride 1 0 0
attr EncoderDeFMO.net 1 0 0

kornia.feature.disk.disk (2 missing, 0 any)

Symbol Typable Typed Any
attr DISK.desc_dim 1 0 0
attr DISK.unet 1 0 0

kornia.feature.disk.structs (0 missing, 2 any)

Symbol Typable Typed Any
meth DISKFeatures.to 3 3 2

kornia.feature.hardnet (2 missing, 0 any)

Symbol Typable Typed Any
attr HardNet8.features 1 0 0
attr HardNet.features 1 0 0

kornia.feature.hynet (21 missing, 0 any)

Symbol Typable Typed Any
attr FilterResponseNorm2d.num_features 1 0 0
attr FilterResponseNorm2d.init_eps 1 0 0
attr FilterResponseNorm2d.is_eps_leanable 1 0 0
attr FilterResponseNorm2d.is_bias 1 0 0
attr FilterResponseNorm2d.is_scale 1 0 0
attr FilterResponseNorm2d.weight 1 0 0
attr FilterResponseNorm2d.bias 1 0 0
attr FilterResponseNorm2d.eps 1 0 0
attr HyNet.eps_l2_norm 1 0 0
attr HyNet.dim_desc 1 0 0
attr HyNet.drop_rate 1 0 0
attr HyNet.layer1 1 0 0
attr HyNet.layer2 1 0 0
attr HyNet.layer3 1 0 0
attr HyNet.layer4 1 0 0
attr HyNet.layer5 1 0 0
attr HyNet.layer6 1 0 0
attr HyNet.layer7 1 0 0
attr HyNet.desc_norm 1 0 0
attr TLU.num_features 1 0 0
attr TLU.tau 1 0 0

kornia.feature.integrated (11 missing, 0 any)

Symbol Typable Typed Any
attr LightGlueMatcher.feature_name 1 0 0
attr LightGlueMatcher.params 1 0 0
attr LightGlueMatcher.matcher 1 0 0
attr LAFDescriptor.descriptor 1 0 0
attr LAFDescriptor.patch_size 1 0 0
attr LAFDescriptor.grayscale_descriptor 1 0 0
attr LocalFeatureMatcher.local_feature 1 0 0
attr LocalFeatureMatcher.matcher 1 0 0
attr LocalFeature.detector 1 0 0
attr LocalFeature.descriptor 1 0 0
attr LocalFeature.scaling_coef 1 0 0

kornia.feature.keynet (3 missing, 0 any)

Symbol Typable Typed Any
attr KeyNet.num_levels 1 0 0
attr KeyNet.feature_extractor 1 0 0
attr KeyNet.last_conv 1 0 0

kornia.feature.lightglue (40 missing, 0 any)

Symbol Typable Typed Any
meth LightGlue.init 3 2 0
attr LightGlue.conf 1 0 0
attr LightGlue.posenc 1 0 0
attr LightGlue.transformers 1 0 0
attr LightGlue.log_assignment 1 0 0
attr LightGlue.token_confidence 1 0 0
attr LightGlue.static_lengths 1 0 0
attr LightGlue.input_proj 1 0 0
attr LearnableFourierPositionalEncoding.gamma 1 0 0
attr LearnableFourierPositionalEncoding.Wr 1 0 0
func math_clamp 4 0 0
attr TokenConfidence.token 1 0 0
attr SelfBlock.embed_dim 1 0 0
attr SelfBlock.num_heads 1 0 0
attr SelfBlock.head_dim 1 0 0
attr SelfBlock.Wqkv 1 0 0
attr SelfBlock.inner_attn 1 0 0
attr SelfBlock.out_proj 1 0 0
attr SelfBlock.ffn 1 0 0
meth TransformerLayer.init 3 0 0
attr TransformerLayer.self_attn 1 0 0
attr TransformerLayer.cross_attn 1 0 0
attr MatchAssignment.dim 1 0 0
attr MatchAssignment.matchability 1 0 0
attr MatchAssignment.final_proj 1 0 0
attr Attention.enable_flash 1 0 0
attr Attention.has_sdp 1 0 0
attr Attention.flash_ 1 0 0
attr CrossBlock.heads 1 0 0
attr CrossBlock.scale 1 0 0
attr CrossBlock.to_qk 1 0 0
attr CrossBlock.to_v 1 0 0
attr CrossBlock.to_out 1 0 0
attr CrossBlock.ffn 1 0 0
attr CrossBlock.flash 1 0 0

kornia.feature.lightglue_onnx.lightglue (2 missing, 0 any)

Symbol Typable Typed Any
attr OnnxLightGlue.device 1 0 0
attr OnnxLightGlue.session 1 0 0

kornia.feature.loftr.backbone.resnet_fpn (31 missing, 0 any)

Symbol Typable Typed Any
attr BasicBlock.conv1 1 0 0
attr BasicBlock.conv2 1 0 0
attr BasicBlock.bn1 1 0 0
attr BasicBlock.bn2 1 0 0
attr BasicBlock.relu 1 0 0
attr BasicBlock.downsample 1 0 0
attr ResNetFPN_8_2.in_planes 1 0 0
attr ResNetFPN_8_2.conv1 1 0 0
attr ResNetFPN_8_2.bn1 1 0 0
attr ResNetFPN_8_2.relu 1 0 0
attr ResNetFPN_8_2.layer1 1 0 0
attr ResNetFPN_8_2.layer2 1 0 0
attr ResNetFPN_8_2.layer3 1 0 0
attr ResNetFPN_8_2.layer3_outconv 1 0 0
attr ResNetFPN_8_2.layer2_outconv 1 0 0
attr ResNetFPN_8_2.layer2_outconv2 1 0 0
attr ResNetFPN_8_2.layer1_outconv 1 0 0
attr ResNetFPN_8_2.layer1_outconv2 1 0 0
attr ResNetFPN_16_4.in_planes 1 0 0
attr ResNetFPN_16_4.conv1 1 0 0
attr ResNetFPN_16_4.bn1 1 0 0
attr ResNetFPN_16_4.relu 1 0 0
attr ResNetFPN_16_4.layer1 1 0 0
attr ResNetFPN_16_4.layer2 1 0 0
attr ResNetFPN_16_4.layer3 1 0 0
attr ResNetFPN_16_4.layer4 1 0 0
attr ResNetFPN_16_4.layer4_outconv 1 0 0
attr ResNetFPN_16_4.layer3_outconv 1 0 0
attr ResNetFPN_16_4.layer3_outconv2 1 0 0
attr ResNetFPN_16_4.layer2_outconv 1 0 0
attr ResNetFPN_16_4.layer2_outconv2 1 0 0

kornia.feature.loftr.loftr (9 missing, 3 any)

Symbol Typable Typed Any
meth LoFTR.load_state_dict 4 4 3
attr LoFTR.config 1 0 0
attr LoFTR.backbone 1 0 0
attr LoFTR.pos_encoding 1 0 0
attr LoFTR.loftr_coarse 1 0 0
attr LoFTR.coarse_matching 1 0 0
attr LoFTR.fine_preprocess 1 0 0
attr LoFTR.loftr_fine 1 0 0
attr LoFTR.fine_matching 1 0 0
attr LoFTR.pretrained 1 0 0

kornia.feature.loftr.loftr_module.fine_preprocess (6 missing, 0 any)

Symbol Typable Typed Any
attr FinePreprocess.config 1 0 0
attr FinePreprocess.cat_c_feat 1 0 0
attr FinePreprocess.W 1 0 0
attr FinePreprocess.d_model_f 1 0 0
attr FinePreprocess.down_proj 1 0 0
attr FinePreprocess.merge_feat 1 0 0

kornia.feature.loftr.loftr_module.linear_attention (4 missing, 0 any)

Symbol Typable Typed Any
attr FullAttention.use_dropout 1 0 0
attr FullAttention.dropout 1 0 0
attr LinearAttention.feature_map 1 0 0
attr LinearAttention.eps 1 0 0

kornia.feature.loftr.loftr_module.transformer (15 missing, 0 any)

Symbol Typable Typed Any
attr LoFTREncoderLayer.dim 1 0 0
attr LoFTREncoderLayer.nhead 1 0 0
attr LoFTREncoderLayer.q_proj 1 0 0
attr LoFTREncoderLayer.k_proj 1 0 0
attr LoFTREncoderLayer.v_proj 1 0 0
attr LoFTREncoderLayer.attention 1 0 0
attr LoFTREncoderLayer.merge 1 0 0
attr LoFTREncoderLayer.mlp 1 0 0
attr LoFTREncoderLayer.norm1 1 0 0
attr LoFTREncoderLayer.norm2 1 0 0
attr LocalFeatureTransformer.config 1 0 0
attr LocalFeatureTransformer.d_model 1 0 0
attr LocalFeatureTransformer.nhead 1 0 0
attr LocalFeatureTransformer.layer_names 1 0 0
attr LocalFeatureTransformer.layers 1 0 0

kornia.feature.loftr.utils.coarse_matching (11 missing, 0 any)

Symbol Typable Typed Any
attr CoarseMatching.config 1 0 0
attr CoarseMatching.thr 1 0 0
attr CoarseMatching.border_rm 1 0 0
attr CoarseMatching.train_coarse_percent 1 0 0
attr CoarseMatching.train_pad_num_gt_min 1 0 0
attr CoarseMatching.match_type 1 0 0
attr CoarseMatching.temperature 1 0 0
attr CoarseMatching.log_optimal_transport 1 0 0
attr CoarseMatching.bin_score 1 0 0
attr CoarseMatching.skh_iters 1 0 0
attr CoarseMatching.skh_prefilter 1 0 0

kornia.feature.loftr.utils.position_encoding (2 missing, 0 any)

Symbol Typable Typed Any
attr PositionEncodingSine.d_model 1 0 0
attr PositionEncodingSine.temp_bug_fix 1 0 0

kornia.feature.matching (12 missing, 0 any)

Symbol Typable Typed Any
attr GeometryAwareDescriptorMatcher.match_mode 1 0 0
attr GeometryAwareDescriptorMatcher.params 1 0 0
attr DescriptorMatcher.known_modes 1 0 0
attr DescriptorMatcher.match_mode 1 0 0
attr DescriptorMatcher.th 1 0 0
attr DescriptorMatcherWithSteerer.steerer 1 0 0
attr DescriptorMatcherWithSteerer.steerer_order 1 0 0
attr DescriptorMatcherWithSteerer.known_steer_modes 1 0 0
attr DescriptorMatcherWithSteerer.steer_mode 1 0 0
attr DescriptorMatcherWithSteerer.known_modes 1 0 0
attr DescriptorMatcherWithSteerer.match_mode 1 0 0
attr DescriptorMatcherWithSteerer.th 1 0 0

kornia.feature.mkd (33 missing, 0 any)

Symbol Typable Typed Any
attr MKDDescriptor.sigma 1 0 0
attr MKDDescriptor.smoothing 1 0 0
attr MKDDescriptor.gradients 1 0 0
attr MKDDescriptor.parametrizations 1 0 0
attr MKDDescriptor.feats 1 0 0
attr MKDDescriptor.whitening_layer 1 0 0
attr EmbedGradients.patch_size 1 0 0
attr EmbedGradients.relative 1 0 0
attr EmbedGradients.eps 1 0 0
attr EmbedGradients.kernel 1 0 0
attr ExplicitSpacialEncoding.kernel_type 1 0 0
attr ExplicitSpacialEncoding.fmap_size 1 0 0
attr ExplicitSpacialEncoding.in_dims 1 0 0
attr ExplicitSpacialEncoding.do_gmask 1 0 0
attr ExplicitSpacialEncoding.do_l2 1 0 0
attr ExplicitSpacialEncoding.grid 1 0 0
attr ExplicitSpacialEncoding.gmask 1 0 0
attr SimpleKD.patch_size 1 0 0
attr SimpleKD.features 1 0 0
attr Whitening.xform 1 0 0
attr Whitening.in_dims 1 0 0
attr Whitening.keval 1 0 0
attr Whitening.t 1 0 0
attr Whitening.pval 1 0 0
attr Whitening.output_dims 1 0 0
attr Whitening.mean 1 0 0
attr Whitening.evecs 1 0 0
attr Whitening.evals 1 0 0
attr MKDGradients.eps 1 0 0
attr MKDGradients.grad 1 0 0
attr VonMisesKernel.patch_size 1 0 0
attr VonMisesKernel.n 1 0 0
attr VonMisesKernel.d 1 0 0

kornia.feature.orientation (10 missing, 0 any)

Symbol Typable Typed Any
attr OriNet.features 1 0 0
attr OriNet.eps 1 0 0
attr PatchDominantGradientOrientation.patch_size 1 0 0
attr PatchDominantGradientOrientation.num_ang_bins 1 0 0
attr PatchDominantGradientOrientation.gradient 1 0 0
attr PatchDominantGradientOrientation.eps 1 0 0
attr PatchDominantGradientOrientation.angular_smooth 1 0 0
attr PatchDominantGradientOrientation.weighting 1 0 0
attr LAFOrienter.patch_size 1 0 0
attr LAFOrienter.num_ang_bins 1 0 0

kornia.feature.responses (2 missing, 0 any)

Symbol Typable Typed Any
attr BlobDoGSingle.sigma1 1 0 0
attr BlobDoGSingle.sigma2 1 0 0

kornia.feature.scale_space_detector (17 missing, 0 any)

Symbol Typable Typed Any
attr ScaleSpaceDetector.mr_size 1 0 0
attr ScaleSpaceDetector.num_features 1 0 0
attr ScaleSpaceDetector.scale_pyr 1 0 0
attr ScaleSpaceDetector.resp 1 0 0
attr ScaleSpaceDetector.nms 1 0 0
attr ScaleSpaceDetector.ori 1 0 0
attr ScaleSpaceDetector.aff 1 0 0
attr ScaleSpaceDetector.minima_are_also_good 1 0 0
attr ScaleSpaceDetector.scale_space_response 1 0 0
attr MultiResolutionDetector.model 1 0 0
attr MultiResolutionDetector.num_pyramid_levels 1 0 0
attr MultiResolutionDetector.num_upscale_levels 1 0 0
attr MultiResolutionDetector.scale_factor_levels 1 0 0
attr MultiResolutionDetector.mr_size 1 0 0
attr MultiResolutionDetector.nms_size 1 0 0
attr MultiResolutionDetector.nms 1 0 0
attr MultiResolutionDetector.num_features 1 0 0

kornia.feature.siftdesc (18 missing, 0 any)

Symbol Typable Typed Any
attr SIFTDescriptor.eps 1 0 0
attr SIFTDescriptor.num_ang_bins 1 0 0
attr SIFTDescriptor.num_spatial_bins 1 0 0
attr SIFTDescriptor.clipval 1 0 0
attr SIFTDescriptor.rootsift 1 0 0
attr SIFTDescriptor.patch_size 1 0 0
attr SIFTDescriptor.gk 1 0 0
attr SIFTDescriptor.pk 1 0 0
attr DenseSIFTDescriptor.eps 1 0 0
attr DenseSIFTDescriptor.num_ang_bins 1 0 0
attr DenseSIFTDescriptor.num_spatial_bins 1 0 0
attr DenseSIFTDescriptor.spatial_bin_size 1 0 0
attr DenseSIFTDescriptor.clipval 1 0 0
attr DenseSIFTDescriptor.rootsift 1 0 0
attr DenseSIFTDescriptor.stride 1 0 0
attr DenseSIFTDescriptor.pad 1 0 0
attr DenseSIFTDescriptor.bin_pooling_kernel 1 0 0
attr DenseSIFTDescriptor.PoolingConv 1 0 0

kornia.feature.sold2.backbones (48 missing, 0 any)

Symbol Typable Typed Any
attr MultitaskHead.heads 1 0 0
attr HourglassBackbone.head 1 0 0
attr HourglassBackbone.net 1 0 0
attr SuperpointDecoder.relu 1 0 0
attr SuperpointDecoder.convPa 1 0 0
attr SuperpointDecoder.convPb 1 0 0
attr SuperpointDecoder.grid_size 1 0 0
attr Hourglass.depth 1 0 0
attr Hourglass.block 1 0 0
attr Hourglass.expansion 1 0 0
attr Hourglass.hg 1 0 0
attr PixelShuffleDecoder.channel_conf 1 0 0
attr PixelShuffleDecoder.pixshuffle 1 0 0
attr PixelShuffleDecoder.conv_block_lst 1 0 0
attr Bottleneck2D.bn1 1 0 0
attr Bottleneck2D.conv1 1 0 0
attr Bottleneck2D.bn2 1 0 0
attr Bottleneck2D.conv2 1 0 0
attr Bottleneck2D.bn3 1 0 0
attr Bottleneck2D.conv3 1 0 0
attr Bottleneck2D.relu 1 0 0
attr Bottleneck2D.downsample 1 0 0
attr Bottleneck2D.stride 1 0 0
attr SuperpointDescriptor.relu 1 0 0
attr SuperpointDescriptor.convPa 1 0 0
attr SuperpointDescriptor.convPb 1 0 0
attr SOLD2Net.cfg 1 0 0
attr SOLD2Net.backbone_net 1 0 0
attr SOLD2Net.junction_decoder 1 0 0
attr SOLD2Net.heatmap_decoder 1 0 0
attr SOLD2Net.descriptor_decoder 1 0 0
attr HourglassNet.inplanes 1 0 0
attr HourglassNet.num_feats 1 0 0
attr HourglassNet.num_stacks 1 0 0
attr HourglassNet.expansion 1 0 0
attr HourglassNet.conv1 1 0 0
attr HourglassNet.bn1 1 0 0
attr HourglassNet.relu 1 0 0
attr HourglassNet.layer1 1 0 0
attr HourglassNet.layer2 1 0 0
attr HourglassNet.layer3 1 0 0
attr HourglassNet.maxpool 1 0 0
attr HourglassNet.hg 1 0 0
attr HourglassNet.res 1 0 0
attr HourglassNet.fc 1 0 0
attr HourglassNet.score 1 0 0
attr HourglassNet.fc_ 1 0 0
attr HourglassNet.score_ 1 0 0

kornia.feature.sold2.sold2 (14 missing, 0 any)

Symbol Typable Typed Any
attr SOLD2.config 1 0 0
attr SOLD2.grid_size 1 0 0
attr SOLD2.junc_detect_thresh 1 0 0
attr SOLD2.max_num_junctions 1 0 0
attr SOLD2.model 1 0 0
attr SOLD2.line_detector 1 0 0
attr SOLD2.line_matcher 1 0 0
attr WunschLineMatcher.config 1 0 0
attr WunschLineMatcher.cross_check 1 0 0
attr WunschLineMatcher.num_samples 1 0 0
attr WunschLineMatcher.min_dist_pts 1 0 0
attr WunschLineMatcher.top_k_candidates 1 0 0
attr WunschLineMatcher.grid_size 1 0 0
attr WunschLineMatcher.line_score 1 0 0

kornia.feature.sold2.sold2_detector (21 missing, 0 any)

Symbol Typable Typed Any
attr SOLD2_detector.config 1 0 0
attr SOLD2_detector.grid_size 1 0 0
attr SOLD2_detector.junc_detect_thresh 1 0 0
attr SOLD2_detector.max_num_junctions 1 0 0
attr SOLD2_detector.model 1 0 0
attr SOLD2_detector.line_detector 1 0 0
attr LineSegmentDetectionModule.config 1 0 0
attr LineSegmentDetectionModule.detect_thresh 1 0 0
attr LineSegmentDetectionModule.num_samples 1 0 0
attr LineSegmentDetectionModule.inlier_thresh 1 0 0
attr LineSegmentDetectionModule.local_patch_radius 1 0 0
attr LineSegmentDetectionModule.lambda_radius 1 0 0
attr LineSegmentDetectionModule.low_thresh 1 0 0
attr LineSegmentDetectionModule.high_thresh 1 0 0
attr LineSegmentDetectionModule.torch_sampler 1 0 0
attr LineSegmentDetectionModule.use_candidate_suppression 1 0 0
attr LineSegmentDetectionModule.nms_dist_tolerance 1 0 0
attr LineSegmentDetectionModule.use_heatmap_refinement 1 0 0
attr LineSegmentDetectionModule.heatmap_refine_cfg 1 0 0
attr LineSegmentDetectionModule.use_junction_refinement 1 0 0
attr LineSegmentDetectionModule.junction_refine_cfg 1 0 0

kornia.feature.sosnet (2 missing, 0 any)

Symbol Typable Typed Any
attr SOSNet.layers 1 0 0
attr SOSNet.desc_norm 1 0 0

kornia.feature.steerers (1 missing, 0 any)

Symbol Typable Typed Any
attr DiscreteSteerer.generator 1 0 0

kornia.feature.tfeat (2 missing, 0 any)

Symbol Typable Typed Any
attr TFeat.features 1 0 0
attr TFeat.descr 1 0 0

kornia.filters.blur (3 missing, 0 any)

Symbol Typable Typed Any
attr BoxBlur.kernel_size 1 0 0
attr BoxBlur.border_type 1 0 0
attr BoxBlur.separable 1 0 0

kornia.filters.blur_pool (11 missing, 0 any)

Symbol Typable Typed Any
attr MaxBlurPool2D.kernel_size 1 0 0
attr MaxBlurPool2D.stride 1 0 0
attr MaxBlurPool2D.max_pool_size 1 0 0
attr MaxBlurPool2D.ceil_mode 1 0 0
attr MaxBlurPool2D.kernel 1 0 0
attr BlurPool2D.kernel_size 1 0 0
attr BlurPool2D.stride 1 0 0
attr BlurPool2D.kernel 1 0 0
attr EdgeAwareBlurPool2D.kernel_size 1 0 0
attr EdgeAwareBlurPool2D.edge_threshold 1 0 0
attr EdgeAwareBlurPool2D.edge_dilation_kernel_size 1 0 0

kornia.filters.canny (5 missing, 0 any)

Symbol Typable Typed Any
attr Canny.kernel_size 1 0 0
attr Canny.sigma 1 0 0
attr Canny.low_threshold 1 0 0
attr Canny.high_threshold 1 0 0
attr Canny.hysteresis 1 0 0

kornia.filters.dexined (36 missing, 0 any)

Symbol Typable Typed Any
attr DexiNed.block_1 1 0 0
attr DexiNed.block_2 1 0 0
attr DexiNed.dblock_3 1 0 0
attr DexiNed.dblock_4 1 0 0
attr DexiNed.dblock_5 1 0 0
attr DexiNed.dblock_6 1 0 0
attr DexiNed.maxpool 1 0 0
attr DexiNed.side_1 1 0 0
attr DexiNed.side_2 1 0 0
attr DexiNed.side_3 1 0 0
attr DexiNed.side_4 1 0 0
attr DexiNed.side_5 1 0 0
attr DexiNed.pre_dense_2 1 0 0
attr DexiNed.pre_dense_3 1 0 0
attr DexiNed.pre_dense_4 1 0 0
attr DexiNed.pre_dense_5 1 0 0
attr DexiNed.pre_dense_6 1 0 0
attr DexiNed.up_block_1 1 0 0
attr DexiNed.up_block_2 1 0 0
attr DexiNed.up_block_3 1 0 0
attr DexiNed.up_block_4 1 0 0
attr DexiNed.up_block_5 1 0 0
attr DexiNed.up_block_6 1 0 0
attr DexiNed.block_cat 1 0 0
attr SingleConvBlock.use_bn 1 0 0
attr SingleConvBlock.conv 1 0 0
attr SingleConvBlock.bn 1 0 0
attr UpConvBlock.up_factor 1 0 0
attr UpConvBlock.constant_features 1 0 0
attr UpConvBlock.features 1 0 0
attr CoFusion.conv1 1 0 0
attr CoFusion.conv2 1 0 0
attr CoFusion.conv3 1 0 0
attr CoFusion.relu 1 0 0
attr CoFusion.norm_layer1 1 0 0
attr CoFusion.norm_layer2 1 0 0

kornia.filters.dissolving (2 missing, 1 any)

Symbol Typable Typed Any
meth StableDiffusionDissolving.init 3 2 1
attr StableDiffusionDissolving.model 1 0 0

kornia.filters.gaussian (4 missing, 2 any)

Symbol Typable Typed Any
attr GaussianBlur2d.kernel_size 1 0 0
attr GaussianBlur2d.sigma 1 0 0
attr GaussianBlur2d.border_type 1 0 0
attr GaussianBlur2d.separable 1 0 0
func gaussian_blur2d_t 3 3 2

kornia.filters.guided (4 missing, 0 any)

Symbol Typable Typed Any
attr GuidedBlur.kernel_size 1 0 0
attr GuidedBlur.eps 1 0 0
attr GuidedBlur.border_type 1 0 0
attr GuidedBlur.subsample 1 0 0

kornia.filters.in_range (3 missing, 0 any)

Symbol Typable Typed Any
attr InRange.lower 1 0 0
attr InRange.upper 1 0 0
attr InRange.return_mask 1 0 0

kornia.filters.kernels (0 missing, 6 any)

Symbol Typable Typed Any
func get_gaussian_kernel3d_t 3 3 2
func get_gaussian_kernel2d_t 3 3 2
func get_gaussian_kernel1d_t 3 3 2

kornia.filters.laplacian (1 missing, 0 any)

Symbol Typable Typed Any
attr Laplacian.kernel_size 1 0 0

kornia.filters.median (1 missing, 0 any)

Symbol Typable Typed Any
attr MedianBlur.kernel_size 1 0 0

kornia.filters.motion (10 missing, 0 any)

Symbol Typable Typed Any
attr MotionBlur.kernel_size 1 0 0
attr MotionBlur.angle 1 0 0
attr MotionBlur.direction 1 0 0
attr MotionBlur.border_type 1 0 0
attr MotionBlur.mode 1 0 0
attr MotionBlur3D.kernel_size 1 0 0
attr MotionBlur3D.direction 1 0 0
attr MotionBlur3D.border_type 1 0 0
attr MotionBlur3D.mode 1 0 0
attr MotionBlur3D.angle 1 0 0

kornia.filters.sobel (1 missing, 0 any)

Symbol Typable Typed Any
attr SpatialGradient3d.kernel 1 0 0

kornia.filters.unsharp (3 missing, 0 any)

Symbol Typable Typed Any
attr UnsharpMask.kernel_size 1 0 0
attr UnsharpMask.sigma 1 0 0
attr UnsharpMask.border_type 1 0 0

kornia.geometry.camera.stereo (2 missing, 2 any)

Symbol Typable Typed Any
attr StereoCamera.device 1 0 0
attr StereoCamera.dtype 1 0 0
meth StereoException.init 4 4 2

kornia.geometry.depth (1 missing, 0 any)

Symbol Typable Typed Any
attr DepthWarper.eps 1 0 0

kornia.geometry.quaternion (0 missing, 2 any)

Symbol Typable Typed Any
meth Quaternion.to 3 3 2

kornia.geometry.ransac (8 missing, 0 any)

Symbol Typable Typed Any
attr RANSAC.supported_models 1 0 0
attr RANSAC.inl_th 1 0 0
attr RANSAC.max_iter 1 0 0
attr RANSAC.batch_size 1 0 0
attr RANSAC.model_type 1 0 0
attr RANSAC.confidence 1 0 0
attr RANSAC.max_lo_iters 1 0 0
attr RANSAC.minimal_sample_size 1 0 0

kornia.geometry.solvers.polynomial_solver (5 missing, 0 any)

Symbol Typable Typed Any
attr signs 1 0 0
attr T_deg2 1 0 0
attr T_deg1 1 0 0
attr multiplication_indices 1 0 0
attr coefficient_map 1 0 0

kornia.geometry.subpix.nms (1 missing, 0 any)

Symbol Typable Typed Any
attr NonMaximaSuppression3d.kernel 1 0 0

kornia.geometry.subpix.spatial_soft_argmax (17 missing, 0 any)

Symbol Typable Typed Any
attr ConvSoftArgmax3d.kernel_size 1 0 0
attr ConvSoftArgmax3d.stride 1 0 0
attr ConvSoftArgmax3d.padding 1 0 0
attr ConvSoftArgmax3d.temperature 1 0 0
attr ConvSoftArgmax3d.normalized_coordinates 1 0 0
attr ConvSoftArgmax3d.eps 1 0 0
attr ConvSoftArgmax3d.output_value 1 0 0
attr ConvSoftArgmax3d.strict_maxima_bonus 1 0 0
attr ConvSoftArgmax2d.kernel_size 1 0 0
attr ConvSoftArgmax2d.stride 1 0 0
attr ConvSoftArgmax2d.padding 1 0 0
attr ConvSoftArgmax2d.temperature 1 0 0
attr ConvSoftArgmax2d.normalized_coordinates 1 0 0
attr ConvSoftArgmax2d.eps 1 0 0
attr ConvSoftArgmax2d.output_value 1 0 0
attr ConvQuadInterp3d.strict_maxima_bonus 1 0 0
attr ConvQuadInterp3d.eps 1 0 0

kornia.geometry.transform.affwarp (8 missing, 0 any)

Symbol Typable Typed Any
attr Affine.angle 1 0 0
attr Affine.translation 1 0 0
attr Affine.scale_factor 1 0 0
attr Affine.shear 1 0 0
attr Affine.center 1 0 0
attr Affine.mode 1 0 0
attr Affine.padding_mode 1 0 0
attr Affine.align_corners 1 0 0

kornia.geometry.transform.crop2d (2 missing, 0 any)

Symbol Typable Typed Any
attr CenterCrop2D.flags 1 0 0
attr CenterCrop2D.size 1 0 0

kornia.geometry.transform.homography_warper (7 missing, 2 any)

Symbol Typable Typed Any
meth BaseWarper.init 5 5 2
attr BaseWarper.height 1 0 0
attr BaseWarper.width 1 0 0
attr HomographyWarper.mode 1 0 0
attr HomographyWarper.padding_mode 1 0 0
attr HomographyWarper.normalized_coordinates 1 0 0
attr HomographyWarper.align_corners 1 0 0
attr HomographyWarper.grid 1 0 0

kornia.geometry.transform.image_registrator (13 missing, 0 any)

Symbol Typable Typed Any
attr Similarity.rot 1 0 0
attr Similarity.shift 1 0 0
attr Similarity.scale 1 0 0
attr Homography.model 1 0 0
attr ImageRegistrator.known_models 1 0 0
attr ImageRegistrator.pyramid_levels 1 0 0
attr ImageRegistrator.optimizer 1 0 0
attr ImageRegistrator.lr 1 0 0
attr ImageRegistrator.loss_fn 1 0 0
attr ImageRegistrator.num_iterations 1 0 0
attr ImageRegistrator.tolerance 1 0 0
attr ImageRegistrator.warper 1 0 0
attr ImageRegistrator.model 1 0 0

kornia.geometry.transform.pyramid (6 missing, 0 any)

Symbol Typable Typed Any
attr ScalePyramid.n_levels 1 0 0
attr ScalePyramid.init_sigma 1 0 0
attr ScalePyramid.min_size 1 0 0
attr ScalePyramid.border 1 0 0
attr ScalePyramid.sigma_step 1 0 0
attr ScalePyramid.double_image 1 0 0

kornia.grad_estimator.ste (2 missing, 2 any)

Symbol Typable Typed Any
attr StraightThroughEstimator.target_fn 1 0 0
attr StraightThroughEstimator.grad_fn 1 0 0
meth STEFunction.forward 5 5 1
meth STEFunction.backward 3 3 1

kornia.image.image (0 missing, 4 any)

Symbol Typable Typed Any
meth Image.from_numpy 4 4 1
meth Image.to_numpy 1 1 1
meth Image.from_dlpack 2 2 1
meth Image.to_dlpack 1 1 1

kornia.losses.cauchy (1 missing, 0 any)

Symbol Typable Typed Any
attr CauchyLoss.reduction 1 0 0

kornia.losses.charbonnier (1 missing, 0 any)

Symbol Typable Typed Any
attr CharbonnierLoss.reduction 1 0 0

kornia.losses.dice (4 missing, 0 any)

Symbol Typable Typed Any
attr DiceLoss.average 1 0 0
attr DiceLoss.eps 1 0 0
attr DiceLoss.weight 1 0 0
attr DiceLoss.ignore_index 1 0 0

kornia.losses.geman_mcclure (1 missing, 0 any)

Symbol Typable Typed Any
attr GemanMcclureLoss.reduction 1 0 0

kornia.losses.hausdorff (2 missing, 0 any)

Symbol Typable Typed Any
attr HausdorffERLoss.max_pool 1 0 0
attr HausdorffERLoss3D.max_pool 1 0 0

kornia.losses.lovasz_softmax (1 missing, 0 any)

Symbol Typable Typed Any
attr LovaszSoftmaxLoss.weight 1 0 0

kornia.losses.ms_ssim (1 missing, 0 any)

Symbol Typable Typed Any
attr MS_SSIMLoss.pad 1 0 0

kornia.losses.welsch (1 missing, 0 any)

Symbol Typable Typed Any
attr WelschLoss.reduction 1 0 0

kornia.metrics.ssim (2 missing, 0 any)

Symbol Typable Typed Any
attr SSIM.eps 1 0 0
attr SSIM.padding 1 0 0

kornia.metrics.ssim3d (2 missing, 0 any)

Symbol Typable Typed Any
attr SSIM3D.eps 1 0 0
attr SSIM3D.padding 1 0 0

kornia.models.base (4 missing, 0 any)

Symbol Typable Typed Any
attr logger 1 0 0
attr ModelBase.model 1 0 0
attr ModelBase.pre_processor 1 0 0
attr ModelBase.post_processor 1 0 0

kornia.models.detection.base (0 missing, 1 any)

Symbol Typable Typed Any
meth ObjectDetector.to_onnx 7 7 1

kornia.models.detection.utils (3 missing, 0 any)

Symbol Typable Typed Any
attr BoxFiltering.filter_as_zero 1 0 0
attr BoxFiltering.classes_to_keep 1 0 0
attr BoxFiltering.confidence_threshold 1 0 0

kornia.models.edge_detection.base (0 missing, 1 any)

Symbol Typable Typed Any
meth EdgeDetector.to_onnx 7 7 1

kornia.models.segmentation.segmentation_models (0 missing, 1 any)

Symbol Typable Typed Any
meth SegmentationModelsBuilder.build 8 8 1

kornia.models.super_resolution.base (0 missing, 1 any)

Symbol Typable Typed Any
meth SuperResolution.to_onnx 6 6 1

kornia.models.super_resolution.small_sr (10 missing, 0 any)

Symbol Typable Typed Any
attr SmallSRNet.relu 1 0 0
attr SmallSRNet.conv1 1 0 0
attr SmallSRNet.conv2 1 0 0
attr SmallSRNet.conv3 1 0 0
attr SmallSRNet.conv4 1 0 0
attr SmallSRNet.pixel_shuffle 1 0 0
attr SmallSRNetWrapper.rgb_to_ycbcr 1 0 0
attr SmallSRNetWrapper.ycbcr_to_rgb 1 0 0
attr SmallSRNetWrapper.model 1 0 0
attr SmallSRNetWrapper.upscale_factor 1 0 0

kornia.models.tracking.boxmot_tracker (2 missing, 1 any)

Symbol Typable Typed Any
meth BoxMotTracker.init 7 7 1
attr BoxMotTracker.detector 1 0 0
attr BoxMotTracker.tracker 1 0 0

kornia.models.utils (5 missing, 0 any)

Symbol Typable Typed Any
attr OutputRangePostProcessor.min_val 1 0 0
attr OutputRangePostProcessor.max_val 1 0 0
attr ResizePreProcessor.size 1 0 0
attr ResizePreProcessor.interpolation_mode 1 0 0
attr ResizePostProcessor.interpolation_mode 1 0 0

kornia.nerf.nerf_solver (1 missing, 0 any)

Symbol Typable Typed Any
attr logger 1 0 0

kornia.onnx.module (1 missing, 1 any)

Symbol Typable Typed Any
meth ONNXModule.export 3 3 1
attr ONNXModule.op 1 0 0

kornia.onnx.sequential (1 missing, 1 any)

Symbol Typable Typed Any
meth ONNXSequential.export 3 3 1
attr ONNXSequential.operators 1 0 0

kornia.onnx.utils (1 missing, 1 any)

Symbol Typable Typed Any
meth ONNXLoader.load_config 4 4 1
meth ONNXLoader.load_model 5 4 0

kornia.sensors.camera.camera_model (2 missing, 1 any)

Symbol Typable Typed Any
attr CameraModelBase.distortion 1 0 0
attr CameraModelBase.projection 1 0 0
meth CameraModel.getattr 2 2 1

kornia.testing (0 missing, 1 any)

Symbol Typable Typed Any
func assert_close 6 6 1

kornia.tracking.planar_tracker (4 missing, 0 any)

Symbol Typable Typed Any
attr HomographyTracker.initial_matcher 1 0 0
attr HomographyTracker.fast_matcher 1 0 0
attr HomographyTracker.ransac 1 0 0
attr HomographyTracker.minimum_inliers_num 1 0 0

kornia.utils.download (0 missing, 1 any)

Symbol Typable Typed Any
meth CachedDownloader.download_to_cache 5 5 1

kornia.utils.helpers (0 missing, 3 any)

Symbol Typable Typed Any
func dataclass_to_dict 2 2 2
func deprecated 4 4 1

kornia.utils.image (1 missing, 3 any)

Symbol Typable Typed Any
meth ImageToTensor.forward 2 2 1
attr ImageToTensor.keepdim 1 0 0
func tensor_to_image 4 4 1
func image_to_tensor 3 3 1

kornia.utils.image_print (2 missing, 0 any)

Symbol Typable Typed Any
attr SHORT2RGB_DICT 1 0 0
attr RGB2SHORT_DICT 1 0 0

kornia.utils.sample (0 missing, 1 any)

Symbol Typable Typed Any
func get_sample_images 8 8 1

kornia.x.callbacks (7 missing, 0 any)

Symbol Typable Typed Any
attr EarlyStopping.monitor 1 0 0
attr EarlyStopping.min_delta 1 0 0
attr EarlyStopping.patience 1 0 0
attr EarlyStopping.max_mode 1 0 0
attr ModelCheckpoint.filepath 1 0 0
attr ModelCheckpoint.monitor 1 0 0
attr ModelCheckpoint.max_mode 1 0 0

kornia.x.trainer (10 missing, 5 any)

Symbol Typable Typed Any
meth Trainer.on_epoch_start 3 3 2
meth Trainer.compute_metrics 2 2 1
meth Trainer.on_checkpoint 3 3 1
meth Trainer.on_epoch_end 3 3 1
attr Trainer.accelerator 1 0 0
attr Trainer.model 1 0 0
attr Trainer.train_dataloader 1 0 0
attr Trainer.valid_dataloader 1 0 0
attr Trainer.criterion 1 0 0
attr Trainer.optimizer 1 0 0
attr Trainer.scheduler 1 0 0
attr Trainer.config 1 0 0
attr Trainer.num_epochs 1 0 0
attr Trainer.state 1 0 0

kornia.x.trainers (2 missing, 0 any)

Symbol Typable Typed Any
attr ObjectDetectionTrainer.loss_computed_by_model 1 0 0
attr ObjectDetectionTrainer.num_classes 1 0 0

kornia.x.utils (1 missing, 1 any)

Symbol Typable Typed Any
meth Lambda.forward 2 2 1
attr Lambda.fcn 1 0 0

Type-Ignore Comments

Flavor Count
type: ignore 45
type: ignore[override] 10
type: ignore[no-untyped-def] 7
type: ignore[attr-defined] 2