GET
/
api
/
{projectId}
/
classify
/
anomaly-gmm
/
{blockId}
/
{sampleId}
Classify sample by learn block
curl --request GET \
  --url https://studio.edgeimpulse.com/v1/api/{projectId}/classify/anomaly-gmm/{blockId}/{sampleId} \
  --header 'x-api-key: <api-key>'
{
  "success": true,
  "error": "<string>",
  "classifications": [
    {
      "learnBlock": {
        "id": 2,
        "type": "anomaly",
        "name": "NN Classifier",
        "dsp": [
          27
        ],
        "title": "Classification (Keras)",
        "createdBy": "createImpulse",
        "createdAt": "2023-11-07T05:31:56Z"
      },
      "result": [
        {
          "idle": 0.0002,
          "wave": 0.9998,
          "anomaly": -0.42
        }
      ],
      "anomalyResult": [
        {
          "boxes": [
            {
              "label": "<string>",
              "x": 123,
              "y": 123,
              "width": 123,
              "height": 123,
              "score": 123
            }
          ],
          "scores": [
            [
              123
            ]
          ],
          "meanScore": 123,
          "maxScore": 123
        }
      ],
      "structuredResult": [
        {
          "boxes": [
            [
              123
            ]
          ],
          "labels": [
            "<string>"
          ],
          "scores": [
            123
          ],
          "mAP": 123,
          "f1": 123,
          "precision": 123,
          "recall": 123,
          "debugInfoJson": "{\n    \"y_trues\": [\n        {\"x\": 0.854, \"y\": 0.453125, \"label\": 1},\n        {\"x\": 0.197, \"y\": 0.53125, \"label\": 2}\n    ],\n    \"y_preds\": [\n        {\"x\": 0.916, \"y\": 0.875, \"label\": 1},\n        {\"x\": 0.25, \"y\": 0.541, \"label\": 2}\n    ],\n    \"assignments\": [\n        {\"yp\": 1, \"yt\": 1, \"label\": 2, \"distance\": 0.053}\n    ],\n    \"normalised_min_distance\": 0.2,\n    \"all_pairwise_distances\": [\n        [0, 0, 0.426],\n        [1, 1, 0.053]\n    ],\n    \"unassigned_y_true_idxs\": [0],\n    \"unassigned_y_pred_idxs\": [0]\n}\n"
        }
      ],
      "minimumConfidenceRating": 123,
      "details": [
        {
          "boxes": [
            [
              123
            ]
          ],
          "labels": [
            123
          ],
          "scores": [
            123
          ],
          "mAP": 123,
          "f1": 123
        }
      ],
      "objectDetectionLastLayer": "mobilenet-ssd",
      "expectedLabels": [
        {
          "startIndex": 123,
          "endIndex": 123,
          "label": "<string>"
        }
      ],
      "thresholds": [
        {
          "key": "min_score",
          "description": "Score threshold",
          "helpText": "Threshold score for bounding boxes. If the score for a bounding box is below this the box will be discarded.",
          "suggestedValue": 123,
          "suggestedValueText": "<string>",
          "value": 0.5
        }
      ]
    }
  ],
  "sample": {
    "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>"
    },
    "payload": {
      "device_name": "ac:87:a3:0a:2d:1b",
      "device_type": "DISCO-L475VG-IOT01A",
      "sensors": [
        {
          "name": "accX",
          "units": "<string>"
        }
      ],
      "values": [
        [
          123
        ]
      ],
      "cropStart": 0,
      "cropEnd": 128
    },
    "totalPayloadLength": 123
  },
  "windowSizeMs": 2996,
  "windowIncreaseMs": 10,
  "alreadyInDatabase": true,
  "warning": "<string>"
}

Authorizations

x-api-key
string
header
required

Path Parameters

projectId
integer
required

Project ID

sampleId
integer
required

Sample ID

blockId
integer
required

Block ID

Response

200 - application/json

OK

The response is of type object.