TensorBay supports multiple types of labels.
Each ~tensorbay.dataset.data.Data instance can have multiple types of label <~tensorbay.label.label.Label>.
And each type of label <~tensorbay.label.label.Label> is supported with a specific label class, and has a corresponding subcatalog <reference/dataset_structure:Catalog> class.
| supported label types | label classes | subcatalog classes |
|---|---|---|
reference/label_format/Classification:Classification |
~tensorbay.label.label_classification.Classification |
~tensorbay.label.label_classification.ClassificationSubcatalog |
reference/label_format/Box2D:Box2D |
~tensorbay.label.label_box.LabeledBox2D |
~tensorbay.label.label_box.Box2DSubcatalog |
reference/label_format/Box3D:Box3D |
~tensorbay.label.label_box.LabeledBox3D |
~tensorbay.label.label_box.Box3DSubcatalog |
reference/label_format/Keypoints2D:Keypoints2D |
~tensorbay.label.label_keypoints.LabeledKeypoints2D |
~tensorbay.label.label_keypoints.Keypoints2DSubcatalog |
reference/label_format/Polygon:Polygon |
~tensorbay.label.label_polygon.LabeledPolygon |
~tensorbay.label.label_polygon.PolygonSubcatalog |
reference/label_format/MultiPolygon:MultiPolygon |
~tensorbay.label.label_polygon.LabeledMultiPolygon |
~tensorbay.label.label_polygon.MultiPolygonSubcatalog |
reference/label_format/RLE:RLE |
~tensorbay.label.label_polygon.LabeledRLE |
~tensorbay.label.label_polygon.RLESubcatalog |
reference/label_format/Polyline2D:Polyline2D |
~tensorbay.label.label_polyline.LabeledPolyline2D |
~tensorbay.label.label_polyline.Polyline2DSubcatalog |
reference/label_format/MultiPolyline2D:MultiPolyline2D |
~tensorbay.label.label_polyline.LabeledMultiPolyline2D |
~tensorbay.label.label_polyline.MultiPolyline2DSubcatalog |
reference/label_format/Sentence:Sentence |
~tensorbay.label.label_sentence.LabeledSentence |
~tensorbay.label.label_sentence.SentenceSubcatalog |
reference/label_format/SemanticMask:SemanticMask |
~tensorbay.label.label_mask.SemanticMask |
~tensorbay.label.label_mask.SemanticMaskSubcatalog |
reference/label_format/InstanceMask:InstanceMask |
~tensorbay.label.label_mask.InstanceMask |
~tensorbay.label.label_mask.InstanceMaskSubcatalog |
reference/label_format/PanopticMask:PanopticMask |
~tensorbay.label.label_mask.PanopticMask |
~tensorbay.label.label_mask.PanopticMaskSubcatalog |
CommonLabelProperties CommonSubcatalogProperties Classification Box2D Box3D Keypoints2D Polygon MultiPolygon RLE Polyline2D MultiPolyline2D Sentence SemanticMask InstanceMask PanopticMask