GET
/
api
/
{projectId}
/
raw-data
/
data-quality
/
label-noise
Get label noise data
curl --request GET \
  --url https://studio.edgeimpulse.com/v1/api/{projectId}/raw-data/data-quality/label-noise \
  --header 'x-api-key: <api-key>'
{
  "success": true,
  "error": "<string>",
  "data": {
    "cosineSimilarity": {
      "similarButDifferentLabel": [
        {
          "id": 123,
          "sample": {
            "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>"
          },
          "label": 123,
          "issues": [
            {
              "id": 123,
              "sample": {
                "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>"
              },
              "label": 123,
              "windows": [
                {
                  "windowStart": 123,
                  "windowEnd": 123,
                  "score": 123
                }
              ]
            }
          ]
        }
      ],
      "differentButSameLabel": [
        {
          "id": 123,
          "sample": {
            "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>"
          },
          "label": 123,
          "issues": [
            {
              "id": 123,
              "sample": {
                "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>"
              },
              "label": 123,
              "windows": [
                {
                  "windowStart": 123,
                  "windowEnd": 123,
                  "score": 123
                }
              ]
            }
          ]
        }
      ]
    },
    "neighbors": {
      "scoresAndNeighbors": [
        {
          "id": 123,
          "sample": {
            "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>"
          },
          "windowStart": 123,
          "windowEnd": 123,
          "score": 123,
          "neighborWindows": [
            {
              "id": 123,
              "sample": {
                "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>"
              },
              "windowStart": 123,
              "windowEnd": 123
            }
          ]
        }
      ],
      "numNeighbors": 123
    },
    "crossValidation": {
      "scores": [
        {
          "id": 123,
          "sample": {
            "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>"
          },
          "windowStart": 123,
          "windowEnd": 123,
          "label": 123,
          "probability": 123,
          "score": 123
        }
      ]
    }
  }
}

Authorizations

x-api-key
string
header
required

Path Parameters

projectId
integer
required

Project ID

Response

200 - application/json

OK

The response is of type object.