classification
classification use case example
To describe a classification dataset with one camera sensor:
sensor: camera (#camera1)
ontology
gender (vec): female, male
age (vec): child or adult
Example Code
{
"visionai": {
"contexts": {
"25fd92e8-4730-47ae-a7b8-8ecd64b4886a": {
"frame_intervals": [
{
"frame_start": 0,
"frame_end": 0
}
],
"name": "person01",
"context_data_pointers": {
"age": {
"frame_intervals": [
{
"frame_start": 0,
"frame_end": 0
}
],
"type": "vec"
},
"gender": {
"frame_intervals": [
{
"frame_start": 0,
"frame_end": 0
}
],
"type": "vec"
}
},
"type": "person"
},
"35fd92e8-4730-47ae-a7b8-8ecd64b4886b": {
"frame_intervals": [
{
"frame_start": 0,
"frame_end": 0
}
],
"name": "person02",
"context_data_pointers": {
"age": {
"frame_intervals": [
{
"frame_start": 0,
"frame_end": 0
}
],
"type": "vec"
},
"gender": {
"frame_intervals": [
{
"frame_start": 0,
"frame_end": 0
}
],
"type": "vec"
}
},
"type": "person"
}
},
"frame_intervals": [
{
"frame_start": 0,
"frame_end": 0
}
],
"frames": {
"000000000000": {
"contexts": {
"25fd92e8-4730-47ae-a7b8-8ecd64b4886a": {
"context_data": {
"vec": [
{
"name": "age",
"val": [
15
],
"stream": "camera1"
},
{
"name": "gender",
"val": [
"male"
],
"stream": "camera1"
}
]
}
},
"35fd92e8-4730-47ae-a7b8-8ecd64b4886b": {
"context_data": {
"vec": [
{
"name": "age",
"val": [
10
],
"stream": "camera1"
},
{
"name": "gender",
"val": [
"female"
],
"stream": "camera1"
}
]
}
}
},
"frame_properties": {
"streams": {
"camera1": {
"uri": "https://helenmlopsstorageqatest.blob.core.windows.net/vainewformat/kitti/kitti_small/data_classification_weather/000000000000/data/camera1/000000000000.jpg"
}
}
}
}
},
"streams": {
"camera1": {
"type": "camera",
}
},
"metadata": {
"schema_version": "1.0.0"
}
}
}
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