Single-choice radio classification

Radio classifications can be applied at the global level and can be nested within an object-type annotation. Use radio classifications when only one option/answer is possible.

Import

Python SDK

Radio is a type of ClassificationAnnotation

Definition

Radio(answer = ClassificationAnswer(name = "OPTION_NAME"))

Parameter

Value

answer

ClassificationAnswer

Supported data types

Data type

Supported

Images, Video, Text, HTML, DICOM, Tiled and Document

  • Yes for global classifications
  • Partially yes for nested classifications within an object are supported only if the root object annotation type is supported on the respective data type.
radio_annotation = Radio(answer = ClassificationAnswer(name = "second_radio_answer"))

##Creating a label with radio annotation
ground_truth_list = LabelList()
data = VideoData(uid = datarow.uid)
annotation = ClassificationAnnotation(name="CLASSIFICATION_FEATURE_NAME", value = radio_annotation)
ground_truth_list.append(Label(data = data, annotations = [annotation]))
radio = Radio(answer = ClassificationAnswer(name = "second_radio_answer"))
radio_annotation = ClassificationAnnotation(value=radio, name="radio")

NDJSON

NDJSON format is recommended if an annotation type is not yet supported in Python SDK or if you are unable to use the Python environment.

Definition

Parameter

Asset type

Required

Description

uuid

Image
Video
Text
Audio
Document
Tiled imagery

Yes

A user-generated UUID for each annotation. If you import an annotation to a Data Row and there is already an imported annotation with the same uuid on that Data Row, the latest import will override the previous one. The uuid must be 128 bits (32 characters). The following formats are supported:

  • A0EEBC99-9C0B-4EF8-BB6D-6BB9BD380A11

  • {a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11}

  • a0eebc999c0b4ef8bb6d6bb9bd380a11

  • a0ee-bc99-9c0b-4ef8-bb6d-6bb9-bd38-0a11

  • {a0eebc99-9c0b4ef8-bb6d6bb9-bd380a11}

schemaId

Image
Video
Text
Audio
Document
Tiled imagery

Yes

The ID of the schema that contains all of the information needed for rendering your annotation.

dataRow.id

Image
Video
Text
Audio
Document
Tiled imagery

Yes

The ID of the Data Row where you want to attach the imported annotations.

answer.schemaId

Image
Video
Text
Audio
Document
Tiled imagery

Yes

The ID of the radio answer schema. Radio can only have one correct answer so "answer" is singular.

frames.start

Video

Yes

The first frame you wish to include in the radio classification.

frames.end

Video

Yes

The last frame you wish to include in the radio classification.

Supported data types

Data type

Supported

Images, Video, Text, HTML, DICOM, Tiled and Document

  • Yes for global classifications
  • Partially yes for nested classifications within an object are supported only if the root object annotation type is supported on the respective data type.

Format

// Global classification
{
    "uuid": "1278daa6-ce64-4363-be24-4fa5eadffb17",
    "dataRow": {
        "id": "ckd11jg6scq9c0cq43vmh6i07"
    },  
    "schemaId": "ckd11j3yk000c0z0u4xn6dc4r", // Radio question
    "answer": {
        "schemaId": "ckd11j415000u0z0ubu7ee4w2" // Radio answer
    }
}

// Nested classification
{
    "uuid": "532953e6-746f-4d74-945d-b4a9c2786479",
    "schemaId": "ckshluz7h7d9b0yb60biaasya",
    "dataRow": {
        "id": "ckshkj1vj4rsq0yvubkoe76vi"
    },
    "bbox": {
        "top": 57,
        "left": 209,
        "height": 216,
        "width": 152
    },
    "classifications": [
        {
            "schemaId": "ckshluz847d9d0yb65oqhfg65", // Nested radio question
            "answer": {
                "schemaId": "ckshluz8r7d9j0yb6d9l45o1b" // Nested radio answer
            }
        }
    ]
}
// Global classification only
{
   "schemaId": "ckd1295hc00640z0uapvm1xbd",  // question schema id
   "uuid": "fb72782d-f6ed-43ba-8677-77b03197392d",
   "dataRow": {
       "id": "ckd1299m8cqbs0cq43mju1bvp"
    },
    "answer": {
        "schemaId": "ckd1295jn00760z0u01hw4yz5" // answer schema id
    },
    "frames": [
        {
            "start": 7,
            "end": 13,
        },
        {
            "start": 18,
            "end": 19,
        }
    ]
}
// Global classification
{
    "uuid": "1278daa6-ce64-4363-be24-4fa5eadffb17",
    "dataRow": {
        "id": "ckd11jg6scq9c0cq43vmh6i07"
    },  
    "schemaId": "ckd11j3yk000c0z0u4xn6dc4r", // Radio question
    "answer": {
        "schemaId": "ckd11j415000u0z0ubu7ee4w2" // Radio answer
    }
}

// Nested classification
{
    "uuid": "532953e6-746f-4d74-945d-b4a9c2786479",
    "schemaId": "ckshluz7h7d9b0yb60biaasya",
    "dataRow": {
        "id": "ckshkj1vj4rsq0yvubkoe76vi"
    },
    "bbox": {
        "top": 57,
        "left": 209,
        "height": 216,
        "width": 152
    },
    "classifications": [
        {
            "schemaId": "ckshluz847d9d0yb65oqhfg65", // Nested radio question
            "answer": {
                "schemaId": "ckshluz8r7d9j0yb6d9l45o1b" // Nested radio answer
            }
        }
    ]
}
// Global classification
{
    "uuid": "1278daa6-ce64-4363-be24-4fa5eadffb17",
    "dataRow": {
        "id": "ckd11jg6scq9c0cq43vmh6i07"
    },  
    "schemaId": "ckd11j3yk000c0z0u4xn6dc4r", // Radio question
    "answer": {
        "schemaId": "ckd11j415000u0z0ubu7ee4w2" // Radio answer
    }
}

// Nested classification
{ 
    "uuid": "9fd9a92e-2560-4e77-81d4-b2e955800092", 
    "schemaId": "ck8kukafkqx1a0880iczbrqym",
    "dataRow": { 
        "id": "ck1s02fqxm8fi0757f0e6qtdc" 
    }, 
    "location": { 
        "start": 67, 
        "end": 128 
    },
    "classifications": [
        {
            "schemaId": "ckshluz847d9d0yb65oqhfg65", // Nested radio question
            "answer": {
                "schemaId": "ckshluz8r7d9j0yb6d9l45o1b" // Nested radio answer
            }
        }
    ]
}
// Global classification
{
    "uuid": "1278daa6-ce64-4363-be24-4fa5eadffb17",
    "dataRow": {
        "id": "ckd11jg6scq9c0cq43vmh6i07"
    },  
    "schemaId": "ckd11j3yk000c0z0u4xn6dc4r", // Radio question
    "answer": {
        "schemaId": "ckd11j415000u0z0ubu7ee4w2" // Radio answer
    }
}

// Nested classification
{
    "uuid": "532953e6-746f-4d74-945d-b4a9c2786479",
    "schemaId": "ckshluz7h7d9b0yb60biaasya",
    "dataRow": {
        "id": "ckshkj1vj4rsq0yvubkoe76vi"
    },
    "bbox": {
        "top": 57,
        "left": 209,
        "height": 216,
        "width": 152
    },
    "classifications": [
        {
            "schemaId": "ckshluz847d9d0yb65oqhfg65", // Nested radio question
            "answer": {
                "schemaId": "ckshluz8r7d9j0yb6d9l45o1b" // Nested radio answer
            }
        }
    ]
}
// Global classification
{
    "uuid": "1278daa6-ce64-4363-be24-4fa5eadffb17",
    "dataRow": {
        "id": "ckd11jg6scq9c0cq43vmh6i07"
    },  
    "schemaId": "ckd11j3yk000c0z0u4xn6dc4r", // Radio question
    "answer": {
        "schemaId": "ckd11j415000u0z0ubu7ee4w2" // Radio answer
    }
}

// Nested classification
{
    "uuid": "532953e6-746f-4d74-945d-b4a9c2786479",
    "schemaId": "ckshluz7h7d9b0yb60biaasya",
    "dataRow": {
        "id": "ckshkj1vj4rsq0yvubkoe76vi"
    },
    "bbox": {
        "top": 57,
        "left": 209,
        "height": 216,
        "width": 152
    },
    "classifications": [
        {
            "schemaId": "ckshluz847d9d0yb65oqhfg65", // Nested radio question
            "answer": {
                "schemaId": "ckshluz8r7d9j0yb6d9l45o1b" // Nested radio answer
            }
        }
    ]
}

Export

When you export your Radio classifications from Labelbox, the export file will contain the following information for each Radio.

Python SDK

The export format of the polygon is similar to the import format.

Learn more about exporting annotations using the SDK here

JSON

You will receive a JSON file when you generate an export from the app.

Parameter

Asset type

Description

featureId

Image
Video
Text
Audio
Document
Tiled imagery

ID of the classification question in the ontology.

schemaId

Image
Video
Text
Audio
Document
Tiled imagery

ID of the schema that contains all of the structural information for the classification question.

title

Image
Video
Text
Audio
Document
Tiled imagery

Text that appears as the classification question.

value

Image
Video
Text
Audio
Document
Tiled imagery

Name of the classification question in the Labelbox database.

answer.featureId

Image
Video
Text
Audio
Document
Tiled imagery

ID of the classification answer in the ontology.

answer.schemaId

Image
Video
Text
Audio
Document
Tiled imagery

ID of the schema that contains the structural information for the classification answer.

answer.title

Image
Video
Text
Audio
Document
Tiled imagery

Text that appears as the classification answer.

answer.value

Image
Video
Text
Audio
Document
Tiled imagery

Name of the classification answer in the Labelbox database.

answer.keyframe

Video

When keyframe is true, it means that a labeler created or made an adjustment to the annotation on that frame. When keyframe is false, it means the annotation was auto-populated or interpolated on that frame.

Format

{
    "featureId": "ckmuuwmp4000a3g68rmku827s",
    "schemaId": "ckmuuvs5p5nj40y629l1570bi",
    "title": "Is it daytime?",
    "value": "is_it_daytime?",
    "answer": {
        "featureId": "ckmuuwmp400093g68qof3hnt8",
        "schemaId": "ckmuuvs7u5njg0y629iiuc216",
        "title": "Yes",
        "value": "yes"
    }
}
{
    "featureId": "cknp365y41fk60y9y7nz7faqt",
    "schemaId": "ckmvaijzd2elz0y8h06ribh9b",
    "title": "Is it daytime?",
    "value": "is_it_daytime?",
    "answer": {
        "featureId": "cknp365y41fka0y9ydabe7be4",
        "schemaId": "ckmvaik0p2eml0y8h12z632kq",
        "title": "Yes",
        "value": "yes",
        "keyframe": false
    }
}
{
    "featureId": "cknp3d0hw00013g68wkjemi6o",
    "schemaId": "cknp3ctst06nq0ycte8icc2l3",
    "title": "Is it daytime?",
    "value": "is_it_daytime?",
    "answer": {
        "featureId": "cknp3d0hw00003g685c0nj5c1",
        "schemaId": "cknp3cttx06oe0yct3f0d6pmz",
        "title": "Yes",
        "value": "yes"
    }
}
{
    "featureId": "ckmuuwmp4000a3g68rmku827s",
    "schemaId": "ckmuuvs5p5nj40y629l1570bi",
    "title": "Is it daytime?",
    "value": "is_it_daytime?",
    "answer": {
        "featureId": "ckmuuwmp400093g68qof3hnt8",
        "schemaId": "ckmuuvs7u5njg0y629iiuc216",
        "title": "Yes",
        "value": "yes"
    }
}
{
    "featureId": "cknp3d0hw00013g68wkjemi6o",
    "schemaId": "cknp3ctst06nq0ycte8icc2l3",
    "title": "Is it daytime?",
    "value": "is_it_daytime?",
    "answer": {
        "featureId": "cknp3d0hw00003g685c0nj5c1",
        "schemaId": "cknp3cttx06oe0yct3f0d6pmz",
        "title": "Yes",
        "value": "yes"
    }
}
{
    "featureId": "ckmuuwmp4000a3g68rmku827s",
    "schemaId": "ckmuuvs5p5nj40y629l1570bi",
    "title": "Is it daytime?",
    "value": "is_it_daytime?",
    "answer": {
        "featureId": "ckmuuwmp400093g68qof3hnt8",
        "schemaId": "ckmuuvs7u5njg0y629iiuc216",
        "title": "Yes",
        "value": "yes"
    }
}