curl --request GET \
--url https://studio.edgeimpulse.com/v1/api/{projectId}/raw-data/data-quality/diversity \
--header 'x-api-key: <api-key>'
{
"success": true,
"error": "<string>",
"data": [
{
"labelId": 123,
"maxDistance": 123,
"clusterInfos": [
{
"idx": 123,
"indexes": [
123
],
"windows": [
[
123
]
],
"samples": [
{
"id": 2,
"filename": "idle01.d8Ae",
"signatureValidate": true,
"signatureMethod": "HS256",
"signatureKey": "<string>",
"created": "2023-11-07T05:31:56Z",
"lastModified": "2023-11-07T05:31:56Z",
"category": "training",
"coldstorageFilename": "<string>",
"label": "healthy-machine",
"intervalMs": 16,
"frequency": 62.5,
"originalIntervalMs": 16,
"originalFrequency": 62.5,
"deviceName": "<string>",
"deviceType": "<string>",
"sensors": [
{
"name": "accX",
"units": "<string>"
}
],
"valuesCount": 123,
"totalLengthMs": 123,
"added": "2023-11-07T05:31:56Z",
"boundingBoxes": [
{
"label": "<string>",
"x": 123,
"y": 123,
"width": 123,
"height": 123
}
],
"boundingBoxesType": "object_detection",
"chartType": "chart",
"thumbnailVideo": "<string>",
"thumbnailVideoFull": "<string>",
"isDisabled": true,
"isProcessing": true,
"processingJobId": 123,
"processingError": true,
"processingErrorString": "<string>",
"isCropped": true,
"metadata": {},
"projectId": 123,
"projectOwnerName": "<string>",
"projectName": "<string>",
"projectLabelingMethod": "single_label",
"sha256Hash": "<string>",
"structuredLabels": [
{
"startIndex": 123,
"endIndex": 123,
"label": "<string>"
}
],
"structuredLabelsList": [
"<string>"
],
"createdBySyntheticDataJobId": 123,
"imageDimensions": {
"width": 123,
"height": 123
},
"videoUrl": "<string>",
"videoUrlFull": "<string>"
}
],
"vendiScore": 123,
"vendiRatio": 123,
"count": 123,
"distance": 123,
"leftIdx": 123,
"rightIdx": 123
}
]
}
]
}
Obtain metrics that describe the similarity and diversity of a dataset. To calculate these metrics, use the calculateDataQualityMetrics
endpoint.
curl --request GET \
--url https://studio.edgeimpulse.com/v1/api/{projectId}/raw-data/data-quality/diversity \
--header 'x-api-key: <api-key>'
{
"success": true,
"error": "<string>",
"data": [
{
"labelId": 123,
"maxDistance": 123,
"clusterInfos": [
{
"idx": 123,
"indexes": [
123
],
"windows": [
[
123
]
],
"samples": [
{
"id": 2,
"filename": "idle01.d8Ae",
"signatureValidate": true,
"signatureMethod": "HS256",
"signatureKey": "<string>",
"created": "2023-11-07T05:31:56Z",
"lastModified": "2023-11-07T05:31:56Z",
"category": "training",
"coldstorageFilename": "<string>",
"label": "healthy-machine",
"intervalMs": 16,
"frequency": 62.5,
"originalIntervalMs": 16,
"originalFrequency": 62.5,
"deviceName": "<string>",
"deviceType": "<string>",
"sensors": [
{
"name": "accX",
"units": "<string>"
}
],
"valuesCount": 123,
"totalLengthMs": 123,
"added": "2023-11-07T05:31:56Z",
"boundingBoxes": [
{
"label": "<string>",
"x": 123,
"y": 123,
"width": 123,
"height": 123
}
],
"boundingBoxesType": "object_detection",
"chartType": "chart",
"thumbnailVideo": "<string>",
"thumbnailVideoFull": "<string>",
"isDisabled": true,
"isProcessing": true,
"processingJobId": 123,
"processingError": true,
"processingErrorString": "<string>",
"isCropped": true,
"metadata": {},
"projectId": 123,
"projectOwnerName": "<string>",
"projectName": "<string>",
"projectLabelingMethod": "single_label",
"sha256Hash": "<string>",
"structuredLabels": [
{
"startIndex": 123,
"endIndex": 123,
"label": "<string>"
}
],
"structuredLabelsList": [
"<string>"
],
"createdBySyntheticDataJobId": 123,
"imageDimensions": {
"width": 123,
"height": 123
},
"videoUrl": "<string>",
"videoUrlFull": "<string>"
}
],
"vendiScore": 123,
"vendiRatio": 123,
"count": 123,
"distance": 123,
"leftIdx": 123,
"rightIdx": 123
}
]
}
]
}
Project ID
OK
The response is of type object
.