TensorBay
v1.16.1

Quick Start

  • Getting started with TensorBay
  • Examples

Features

  • Dataset Management
  • Version Control
  • Visualization

Advanced Features

  • Fusion Dataset
  • Cloud Storage
  • Request Configuration
  • Use Internal Endpoint
  • Profilers
  • Cache

Integrations

  • PyTorch
  • TensorFlow

CLI

  • Getting Started with CLI
  • TensorBay Resource Name
  • CLI Commands
  • Shell Completion

Reference

  • Glossary
  • Dataset Structure
  • Label Format
    • Common Label Properties
    • Common Subcatalog Properties
    • Classification
    • Box2D
    • Box3D
    • Keypoints2D
    • Polygon
    • MultiPolygon
    • RLE
    • Polyline2D
    • MultiPolyline2D
    • Sentence
    • SemanticMask
    • InstanceMask
    • PanopticMask
  • Exceptions
  • API Reference
TensorBay
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  • Label Format
  • Edit on GitHub

Label Format

TensorBay supports multiple types of labels.

Each Data instance can have multiple types of label.

And each type of label is supported with a specific label class, and has a corresponding subcatalog class.

Table 7 supported label types

supported label types

label classes

subcatalog classes

Classification

Classification

ClassificationSubcatalog

Box2D

LabeledBox2D

Box2DSubcatalog

Box3D

LabeledBox3D

Box3DSubcatalog

Keypoints2D

LabeledKeypoints2D

Keypoints2DSubcatalog

Polygon

LabeledPolygon

PolygonSubcatalog

MultiPolygon

LabeledMultiPolygon

MultiPolygonSubcatalog

RLE

LabeledRLE

RLESubcatalog

Polyline2D

LabeledPolyline2D

Polyline2DSubcatalog

MultiPolyline2D

LabeledMultiPolyline2D

MultiPolyline2DSubcatalog

Sentence

LabeledSentence

SentenceSubcatalog

SemanticMask

SemanticMask

SemanticMaskSubcatalog

InstanceMask

InstanceMask

InstanceMaskSubcatalog

PanopticMask

PanopticMask

PanopticMaskSubcatalog

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