Einstein Platform Services

Detect Text and Tables

Some images contain tabular data. To return the table data for each text element, specify the tabulatev2 model and a task parameter value of table.

Table Image

Table Image

The cURL call looks like this.

curl -X POST -H "Authorization: Bearer <TOKEN>" -F sampleContent="@/filepath/table.png" -F task="table" -F modelId="tabulatev2" https://api.einstein.ai/v2/vision/ocr

The response looks like this JSON.

{
  "task": "table",
  "probabilities": [
    {
      "probability": 0.9952141,
      "label": "City",
      "boundingBox": {
        "minX": 158,
        "minY": 50,
        "maxX": 214,
        "maxY": 82
      },
      "attributes": {
        "cellLocation": {
          "rowIndex": 1,
          "colIndex": 1
        },
        "pageNumber": "1"
      }
    },
    {
      "probability": 0.99889404,
      "label": "Number of Events",
      "boundingBox": {
        "minX": 405,
        "minY": 50,
        "maxX": 659,
        "maxY": 75
      },
      "attributes": {
        "cellLocation": {
          "rowIndex": 1,
          "colIndex": 2
        },
        "pageNumber": "1"
      }
    },
    {
      "probability": 0.9988783,
      "label": "Number of Stations",
      "boundingBox": {
        "minX": 773,
        "minY": 51,
        "maxX": 1048,
        "maxY": 75
      },
      "attributes": {
        "cellLocation": {
          "rowIndex": 1,
          "colIndex": 3
        },
        "pageNumber": "1"
      }
    },
    {
      "probability": 0.99629766,
      "label": "San Francisco",
      "boundingBox": {
        "minX": 91,
        "minY": 115,
        "maxX": 282,
        "maxY": 140
      },
      "attributes": {
        "cellLocation": {
          "rowIndex": 2,
          "colIndex": 1
        },
        "pageNumber": "1"
      }
    },
    {
      "probability": 0.9942451,
      "label": "100",
      "boundingBox": {
        "minX": 511,
        "minY": 116,
        "maxX": 557,
        "maxY": 140
      },
      "attributes": {
        "cellLocation": {
          "rowIndex": 2,
          "colIndex": 2
        },
        "pageNumber": "1"
      }
    },
    {
      "probability": 0.97811675,
      "label": "21",
      "boundingBox": {
        "minX": 894,
        "minY": 116,
        "maxX": 924,
        "maxY": 139
      },
      "attributes": {
        "cellLocation": {
          "rowIndex": 2,
          "colIndex": 3
        },
        "pageNumber": "1"
      }
    },
    {
      "probability": 0.9973557,
      "label": "San Diego",
      "boundingBox": {
        "minX": 117,
        "minY": 180,
        "maxX": 256,
        "maxY": 213
      },
      "attributes": {
        "cellLocation": {
          "rowIndex": 3,
          "colIndex": 1
        },
        "pageNumber": "1"
      }
    },
    {
      "probability": 0.99561936,
      "label": "123",
      "boundingBox": {
        "minX": 510,
        "minY": 182,
        "maxX": 558,
        "maxY": 206
      },
      "attributes": {
        "cellLocation": {
          "rowIndex": 3,
          "colIndex": 2
        },
        "pageNumber": "1"
      }
    },
    {
      "probability": 0.9816425,
      "label": "18",
      "boundingBox": {
        "minX": 896,
        "minY": 181,
        "maxX": 926,
        "maxY": 206
      },
      "attributes": {
        "cellLocation": {
          "rowIndex": 3,
          "colIndex": 3
        },
        "pageNumber": "1"
      }
    },
    {
      "probability": 0.9973557,
      "label": "San Jose",
      "boundingBox": {
        "minX": 125,
        "minY": 246,
        "maxX": 248,
        "maxY": 271
      },
      "attributes": {
        "cellLocation": {
          "rowIndex": 4,
          "colIndex": 1
        },
        "pageNumber": "1"
      }
    },
    {
      "probability": 0.9696964,
      "label": "53",
      "boundingBox": {
        "minX": 517,
        "minY": 247,
        "maxX": 549,
        "maxY": 270
      },
      "attributes": {
        "cellLocation": {
          "rowIndex": 4,
          "colIndex": 2
        },
        "pageNumber": "1"
      }
    },
    {
      "probability": 0.9926605,
      "label": "189",
      "boundingBox": {
        "minX": 888,
        "minY": 247,
        "maxX": 935,
        "maxY": 271
      },
      "attributes": {
        "cellLocation": {
          "rowIndex": 4,
          "colIndex": 3
        },
        "pageNumber": "1"
      }
    }
  ],
  "object": "predictresponse"
}
Table Image With OCR Data

Table Image With OCR Data

Updated 4 months ago

Detect Text and Tables


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