Export geospatial annotations

How to export geospatial annotations and annotation export formats.

Open this Colab for an interactive tutorial on exporting annotations.

πŸ“˜

Deprecating Export V1

Starting in April 2024, we will begin sunsetting Export V1 for customers on a rolling basis. For more details, see this guide.

Export JSON annotations

# Set the export params to include/exclude certain fields. Make sure each of these fields are correctly grabbed 
export_params= {
  "attachments": True,
  "metadata_fields": True,
  "data_row_details": True,
  "project_details": True,
  "label_details": True,
  "performance_details": True
}

# You can set the range for last_activity_at and label_created_at. 
# For context, last_activity_at captures the creation and modification of labels, metadata, status, comments and reviews.
# Note: This is an AND logic between the filters, so usually using one filter is sufficient.

filters= {
  "last_activity_at": ["2000-01-01 00:00:00", "2050-01-01 00:00:00"],
  "workflow_status": "Done"
}

export_task = project.export_v2(params=export_params, filters=filters)
export_task.wait_till_done()

if export_task.errors:
  print(export_task.errors)

export_json = export_task.result
print("results: ", export_json)
labels = project.export_labels(download=True)

# Optionally, provide a date range as an optional parameter
# This will export only labels created between the supplied dates
# Date range can be formatted as "YYYY-MM-DD" or "YYYY-MM-DD hh:mm:ss"
labels = project.export_labels(download=True, start="2022-09-28", end="2022-10-04")

Annotation export formats

Bounding box

The bounding box coordinates are returned in the following order:

  • bottom left
  • top left
  • top right
  • bottom right
  • bottom left

All coordinates are provided in [long, lat]

{
  "feature_id": "cldnfc61v028y13yd41qozic7",
  "name": "bbox_geo",
  "annotation_kind": "GeoBoundingBox",
  "classifications": [],
  "geojson": {
    "type": "Polygon",
    "coordinates": [
      [
        [
          -122.317345,
          37.873713
        ],
        [
          -122.317345,
          37.873859
        ],
        [
          -122.31673,
          37.873859
        ],
        [
          -122.31673,
          37.873713
        ],
        [
          -122.317345,
          37.873713
        ]
      ]
    ]
  }
}
{
  "featureId":"clb5fn13z00013b6i8qny4g3w",
  "schemaId":"cl23pid313ngm0z8ydzd5g3md",
  "color":"#1CE6FF",
  "title":"Geo box",
  "value":"geo_box",
  "type":"rectangle",
  "geometry":{
    "coordinates":[
      [
        [
          -58.64355672718979,
          -34.47613968717428
        ],
        [
          -58.64355672718979,
          -34.44613181682816
        ],
        [
          -58.58743082163835,
          -34.44613181682816
        ],
        [
          -58.58743082163835,
          -34.47613968717428
        ],
        [
          -58.64355672718979,
          -34.47613968717428
        ]
      ]
    ]
  }
}
}
{
  "featureId":"clb6tvma800013b6ix310lnru",
  "schemaId":"cl23pid313ngm0z8ydzd5g3md",
  "color":"#1CE6FF",
  "title":"Geo box",
  "value":"geo_box",
  "bbox":{
    "top":13632.129661999184,
    "left":13849.810566685177,
    "height":7552.047313848951,
    "width":11358.509562496845
  }
}

Point

All coordinates are provided in [long, lat]

{
  "feature_id": "cldnfc61v028v13ydwgha3a1d",
  "name": "point_geo",
  "annotation_kind": "GeoPoint",
  "classifications": [],
  "geojson": {
    "type": "Point",
    "coordinates": [
      -122.31741,
      37.873557
    ]
  }
}
{
  "featureId": "cknjemyt800073g68xh4fsxeu",
  "schemaId": "cknjemcpt0l4n0y92d3oo7no3",
  "title": "test3",
  "value": "test3",
  "color": "#FF4A46",
  "type": "point",
  "geometry": {
    "coordinates": [
      -99.20951155086122,
      19.404749976992253
    ]
  }
}
{
  "featureId":"clb6txi0j00023b6iqif07ppk",
  "schemaId":"cl23pid313ngq0z8ygoi9ga0t",
  "color":"#FF4A46",
  "title":"Geo point",
  "value":"geo_point",
  "point":{
    "x":21254.921700502862,
    "y":22656.042239137925
  }
}

Polyline

All coordinates are provided in [long, lat]

{
  "feature_id": "cldnfc61v028w13ydnbm7vl2q",
  "name": "polyline_geo",
  "annotation_kind": "GeoPolyline",
  "classifications": [],
  "geojson": {
    "type": "LineString",
    "coordinates": [
      [
        -122.317578,
        37.873963
      ],
      [
        -122.316398,
        37.873967
      ],
      [
        -122.31639,
        37.872779
      ]
    ]
  }
}
{
  "featureId": "ckossvrll00033h68tczgb8p9",
  "schemaId": "ckosstz24fhci0yag63j377hz",
  "title": "line",
  "value": "line",
  "color": "#FF34FF",
  "type": "polyline",
  "geometry": {
    "coordinates": [
      [
        151.20330452874953,
        -33.866105019363175
      ],
      [
        151.20364785147953,
        -33.866737933344254
      ]
    ]
  }
}
{
  "featureId":"clb6u6jse00023b6ifozrjxnx",
  "schemaId":"cl23pid313ngo0z8y5lx73wdw",
  "color":"#FF34FF",
  "title":"Geo line",
  "value":"geo_line",
  "line":[
    {
      "x":20600.44291935464,
      "y":27200.431337906834
    },
    {
      "x":26167.539711258913,
      "y":40640.51554051937
    },
    {
      "x":28215.20749678692,
      "y":30656.45299000721
    },
    {
      "x":29367.02062614642,
      "y":35008.480255615075
    },
    {
      "x":30646.812992101426,
      "y":28800.441362027377
    }
  ]
}

Polygon

All coordinates are provided in [long, lat].

The order of the coordinates is based on the sequence of points when drawn.

{
  "feature_id": "cldnfc61v028x13yd5swk0drd",
  "name": "polygon_geo",
  "annotation_kind": "GeoPolygon",
  "classifications": [],
  "geojson": {
    "type": "Polygon",
    "coordinates": [
      [
        [
          -122.316918,
          37.87329
        ],
        [
          -122.317102,
          37.873043
        ],
        [
          -122.316801,
          37.873036
        ],
        [
          -122.316918,
          37.87329
        ]
      ]
    ]
  }
}
{
  "featureId": "cknjekt1u00033g68rhvautuz",
  "schemaId": "cknjek2a80jic0y94dn8xgh5a",
  "title": "test2",
  "value": "test2",
  "color": "#FF34FF",
  "type": "polygon",
  "geometry": {
    "coordinates": [
      [
        [
          -99.2086085262586,
          19.402699145687013
        ],
        [
          -99.20676074827523,
          19.40271185664698
        ],
        [
          -99.2069136106043,
          19.40341371560633
        ],
        [
          -99.20818859228417,
          19.403328482715512
        ],
        [
          -99.2086085262586,
          19.402699145687013
        ]
      ]
    ]
  }
}
{
  "featureId":"clb6u6euk00003b6i2870ia1u",
  "schemaId":"cl23pid323ngs0z8y3h1j85us",
  "color":"#008941",
  "title":"Geo polygon",
  "value":"geo_polygon",
  "polygon":[
    {
      "x":7226.612695124844,
      "y":23424.40768098236
    },
    {
      "x":2875.318650877831,
      "y":33024.4678257056
    },
    {
      "x":4027.131780237334,
      "y":39872.51072894152
    },
    {
      "x":19768.577881483885,
      "y":39360.50752122294
    },
    {
      "x":20536.453301056892,
      "y":35968.48627008739
    },
    {
      "x":15353.294218939125,
      "y":29312.444569745952
    }
  ]
}

Classification - Radio

{
  "feature_id": "cldnfc61v028z13ydy0xcffbj",
  "name": "radio_question_geo",
  "radio_answer": {
    "feature_id": "cldnfc61v029013ydj55ek20y",
    "name": "first_radio_answer",
    "classifications": []
  }
}
{
  "featureId": "cknp3d0hw00013g68wkjemi6o",
  "schemaId": "cknp3ctst06nq0ycte8icc2l3",
  "title": "Is it daytime?",
  "value": "is_it_daytime?",
  "answer": {
    "featureId": "cknp3d0hw00003g685c0nj5c1",
    "schemaId": "cknp3cttx06oe0yct3f0d6pmz",
    "title": "Yes",
    "value": "yes"
  }
}

Classification - Checklist

{
  "featureId": "cl89b1d3g00013b6k8388lpol",
  "schemaId": "cl89b186w0xg107xkga0fdf4j",
  "scope": "global",
  "title": "Attributes",
  "value": "attributes",
  "answers": [
    {
      "featureId": "cl89b1dln00033b6ky6j9cb62",
      "schemaId": "cl89b186w0xg407xk4yvkf3o8",
      "title": "Crowded",
      "value": "crowded"
    },
    {
      "featureId": "cl89b1e3z00063b6kll28e559",
      "schemaId": "cl89b186w0xg607xk8ogy304a",
      "title": "Foot traffic",
      "value": "foot_traffic"
    },
    {
      "featureId": "cl89b1ekd000a3b6kbiipqxi7",
      "schemaId": "cl89b186w0xg807xke5kg606w",
      "title": "Vehicle traffic",
      "value": "vehicle_traffic"
    }
  ]
}
{
  "feature_id": "cldnfc61v029613ydu76vcgbt",
  "name": "checklist_question_geo",
  "checklist_answers": [
    {
      "feature_id": "cldnfc61v029713yd5x16lyg3",
      "name": "first_checklist_answer",
      "classifications": []
    },
    {
      "feature_id": "cldnfc61v029813ydcsx4mc2t",
      "name": "second_checklist_answer",
      "classifications": []
    },
    {
      "feature_id": "cldnfc61v029913yd2smfzpft",
      "name": "third_checklist_answer",
      "classifications": []
    }
  ]
}

Classification - Free-form text

{
  "feature_id": "cldne8lok01w413yd5mgbxd66",
  "name": "free_text",
  "text_answer": {
    "content": "sample text"
  }
}
{
  "featureId": "cknp3dugp00073g68fkudn092",
  "schemaId": "cknp3ctsu06nu0yctf0v5gzij",
  "title": "Free-form text",
  "value": "free-form_text",
  "answer": "Correct text answer"
}

Sample project export

{
    "data_row": {
        "id": "cldnf9zmt0d7n075ohgnvecul",
        "row_data": "{\"tileLayerUrl\":\"https://api.mapbox.com/styles/v1/mapbox/satellite-streets-v11/tiles/{z}/{x}/{y}?access_token=pk.eyJ1IjoibWFwYm94IiwiYSI6ImNpejY4NXVycTA2emYycXBndHRqcmZ3N3gifQ.rJcFIG214AriISLbB6B5aw\",\"bounds\":[[-122.31764674186705,37.87276155898985],[-122.31635199317932,37.87398109727749]],\"minZoom\":17,\"maxZoom\":23,\"maxNativeZoom\":null,\"epsg\":\"EPSG4326\",\"tileSize\":256,\"alternativeLayers\":[],\"version\":2}",
        "details": {
            "dataset_id": "cldnf9yvd041f070d33t94f41",
            "created_at": "2023-02-02",
            "updated_at": "2023-02-02",
            "created_by": "[email protected]"
        }
    },
    "media_attributes": {
        "mime_type": "application/x-tms-geo"
    },
    "attachments": [],
    "metadata_fields": [],
    "projects": {
        "cldnfa25103kd081ph3edg7xp": {
            "project_name": "geospatial_project_demo",
            "labels": [
                {
                    "label_kind": "Default",
                    "version": "1.0.0",
                    "id": "cldnfc62h029b13ydq6bgvyak",
                    "label_details": {
                        "created_at": "2023-02-02T18:21:40+00:00",
                        "updated_at": "2023-02-02T18:21:40+00:00",
                        "created_by": "[email protected]",
                        "reviews": []
                    },
                    "performance_details": {
                        "seconds_to_create": 0,
                        "seconds_to_review": 0,
                        "skipped": false
                    },
                    "annotations": {
                        "objects": [
                            {
                                "feature_id": "cldnfc61v028v13ydwgha3a1d",
                                "name": "point_geo",
                                "annotation_kind": "GeoPoint",
                                "classifications": [],
                                "geojson": {
                                    "type": "Point",
                                    "coordinates": [
                                        -122.31741,
                                        37.873557
                                    ]
                                }
                            },
                            {
                                "feature_id": "cldnfc61v028w13ydnbm7vl2q",
                                "name": "polyline_geo",
                                "annotation_kind": "GeoPolyline",
                                "classifications": [],
                                "geojson": {
                                    "type": "LineString",
                                    "coordinates": [
                                        [
                                            -122.317578,
                                            37.873963
                                        ],
                                        [
                                            -122.316398,
                                            37.873967
                                        ],
                                        [
                                            -122.31639,
                                            37.872779
                                        ]
                                    ]
                                }
                            },
                            {
                                "feature_id": "cldnfc61v028x13yd5swk0drd",
                                "name": "polygon_geo",
                                "annotation_kind": "GeoPolygon",
                                "classifications": [],
                                "geojson": {
                                    "type": "Polygon",
                                    "coordinates": [
                                        [
                                            [
                                                -122.316918,
                                                37.87329
                                            ],
                                            [
                                                -122.317102,
                                                37.873043
                                            ],
                                            [
                                                -122.316801,
                                                37.873036
                                            ],
                                            [
                                                -122.316918,
                                                37.87329
                                            ]
                                        ]
                                    ]
                                }
                            },
                            {
                                "feature_id": "cldnfc61v028y13yd41qozic7",
                                "name": "bbox_geo",
                                "annotation_kind": "GeoBoundingBox",
                                "classifications": [],
                                "geojson": {
                                    "type": "Polygon",
                                    "coordinates": [
                                        [
                                            [
                                                -122.317345,
                                                37.873713
                                            ],
                                            [
                                                -122.317345,
                                                37.873859
                                            ],
                                            [
                                                -122.31673,
                                                37.873859
                                            ],
                                            [
                                                -122.31673,
                                                37.873713
                                            ],
                                            [
                                                -122.317345,
                                                37.873713
                                            ]
                                        ]
                                    ]
                                }
                            },
                            {
                                "feature_id": "cldnfc61v029113ydvc788rx9",
                                "name": "bbox_checklist_geo",
                                "annotation_kind": "GeoBoundingBox",
                                "classifications": [
                                    {
                                        "feature_id": "cldnfc61v029213yd344u0cyk",
                                        "name": "checklist_class_name",
                                        "checklist_answers": [
                                            {
                                                "feature_id": "cldnfc61v029313yda92qm39k",
                                                "name": "first_checklist_answer",
                                                "classifications": []
                                            }
                                        ]
                                    }
                                ],
                                "geojson": {
                                    "type": "Polygon",
                                    "coordinates": [
                                        [
                                            [
                                                -122.317113,
                                                37.873402
                                            ],
                                            [
                                                -122.317113,
                                                37.873608
                                            ],
                                            [
                                                -122.316655,
                                                37.873608
                                            ],
                                            [
                                                -122.316655,
                                                37.873402
                                            ],
                                            [
                                                -122.317113,
                                                37.873402
                                            ]
                                        ]
                                    ]
                                }
                            },
                            {
                                "feature_id": "cldnfc61v029413yd5lgevg2c",
                                "name": "bbox_text_geo",
                                "annotation_kind": "GeoBoundingBox",
                                "classifications": [
                                    {
                                        "feature_id": "cldnfc61v029513ydmluqvqyt",
                                        "name": "free_text_geo",
                                        "text_answer": {
                                            "content": "sample text"
                                        }
                                    }
                                ],
                                "geojson": {
                                    "type": "Polygon",
                                    "coordinates": [
                                        [
                                            [
                                                -122.317508,
                                                37.873182
                                            ],
                                            [
                                                -122.317508,
                                                37.87338
                                            ],
                                            [
                                                -122.3171,
                                                37.87338
                                            ],
                                            [
                                                -122.3171,
                                                37.873182
                                            ],
                                            [
                                                -122.317508,
                                                37.873182
                                            ]
                                        ]
                                    ]
                                }
                            },
                            {
                                "feature_id": "cldnfc61v029a13ydmog1dhzw",
                                "name": "polygon_geo_2",
                                "annotation_kind": "GeoPolygon",
                                "classifications": [],
                                "geojson": {
                                    "type": "Polygon",
                                    "coordinates": [
                                        [
                                            [
                                                -122.316362,
                                                37.872966
                                            ],
                                            [
                                                -122.316362,
                                                37.872948
                                            ],
                                            [
                                                -122.316356,
                                                37.872948
                                            ],
                                            [
                                                -122.316356,
                                                37.872966
                                            ],
                                            [
                                                -122.316362,
                                                37.872966
                                            ]
                                        ]
                                    ]
                                }
                            }
                        ],
                        "classifications": [
                            {
                                "feature_id": "cldnfc61v028z13ydy0xcffbj",
                                "name": "radio_question_geo",
                                "radio_answer": {
                                    "feature_id": "cldnfc61v029013ydj55ek20y",
                                    "name": "first_radio_answer",
                                    "classifications": []
                                }
                            },
                            {
                                "feature_id": "cldnfc61v029613ydu76vcgbt",
                                "name": "checklist_question_geo",
                                "checklist_answers": [
                                    {
                                        "feature_id": "cldnfc61v029713yd5x16lyg3",
                                        "name": "first_checklist_answer",
                                        "classifications": []
                                    },
                                    {
                                        "feature_id": "cldnfc61v029813ydcsx4mc2t",
                                        "name": "second_checklist_answer",
                                        "classifications": []
                                    },
                                    {
                                        "feature_id": "cldnfc61v029913yd2smfzpft",
                                        "name": "third_checklist_answer",
                                        "classifications": []
                                    }
                                ]
                            }
                        ],
                        "relationships": []
                    }
                }
            ],
            "project_details": {
                "ontology_id": "cldnfa1wl04xt070vcr2kh8wv",
                "batch_id": "4a048b90-a326-11ed-9847-1bf4cfc8a4cf",
                "priority": 5,
                "consensus_expected_label_count": 1,
                "workflow_history": []
            }
        }
    }
}
[   
  {
    "ID": "cknjenzdz000j3g68m4m0si3n",
    "DataRow ID": "cknje9wzy3zjo0ysiaxbqcpmn",
    "Labeled Data": "{\"tileLayerUrl\":\"https://s3-us-east-2.amazonaws.com/lb-ron/CACI/ron_mctiles/{z}/{x}/{y}.png\",\"bounds\":[[19.37468183118193,-99.21052827588443],[19.36951840079928,-99.20534818927473]],\"minZoom\":12,\"maxZoom\":20,\"epsg\":\"EPSG4326\",\"alternativeLayers\":[{\"tileLayerUrl\":\"https://api.mapbox.com/styles/v1/mapbox/satellite-streets-v11/tiles/{z}/{x}/{y}?access_token=pk.eyJ1IjoibWFwYm94IiwiYSI6ImNpejY4NXVycTA2emYycXBndHRqcmZ3N3gifQ.rJcFIG214AriISLbB6B5aw\",\"name\":\"Satellite\"},{\"tileLayerUrl\":\"https://api.mapbox.com/styles/v1/mapbox/navigation-guidance-night-v4/tiles/{z}/{x}/{y}?access_token=pk.eyJ1IjoibWFwYm94IiwiYSI6ImNpejY4NXVycTA2emYycXBndHRqcmZ3N3gifQ.rJcFIG214AriISLbB6B5aw\",\"name\":\"Guidance\"}]}",
    "Label": {
      "objects": [
        {
          "featureId": "cknjen3yk000b3g68nkz6ykfs",
          "schemaId": "cknjek2a80jia0y943yo56ken",
          "title": "test1",
          "value": "test1",
          "color": "#1CE6FF",
          "type": "polygon",
          "geometry": {
            "coordinates": [
              [
                [
                  -99.20909603539366,
                  19.372026698005648
                ],
                [
                  -99.20786968446487,
                  19.37236831548407
                ],
                [
                  -99.20868616690551,
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                ],
                [
                  -99.20909603539366,
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              ]
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          }
        },
        {
          "featureId": "cknjenq3c000c3g68lpyqvwtk",
          "schemaId": "cknjek2a80jic0y94dn8xgh5a",
          "title": "test2",
          "value": "test2",
          "color": "#FF34FF",
          "type": "polygon",
          "geometry": {
            "coordinates": [
              [
                [
                  -99.20775055066333,
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                [
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                [
                  -99.20766178156738,
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                ],
                [
                  -99.20775055066333,
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                ]
              ]
            ]
          }
        },
        {
          "featureId": "cknjenvly000e3g68u0b05595",
          "schemaId": "cknjemcpt0l4n0y92d3oo7no3",
          "title": "test3",
          "value": "test3",
          "color": "#FF4A46",
          "type": "point",
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      ],
      "classifications": []
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    "Created By": "[email protected]",
    "Project Name": "Geospatial export test",
    "Created At": "2021-04-15T21:39:26.000Z",
    "Updated At": "2021-04-15T21:41:16.000Z",
    "Seconds to Label": 60.72,
    "External ID": "cklidjjbk0ngb0y5p3nbw2960",
    "Agreement": -1,
    "Benchmark Agreement": -1,
    "Benchmark ID": null,
    "Dataset Name": "geospatial.json",
    "Reviews": [],
    "View Label": "https://editor.labelbox.com?project=cknje90o908gu0807i5ukcwvr&label=cknjenzdz000j3g68m4m0si3n",
    "Has Open Issues": 0,
    "Skipped": false,
    "DataRow Workflow Info": {
      "taskName": "Done",
      "Workflow History": [
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          "action": "APPROVE",
          "createdAt": "2022-09-29T15:46:23.269Z",
          "previousTaskId": "0ae49522-97f0-4a07-96c6-bd4d50963acd",
          "previousTaskName": "Initial review task"
        },
        {
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          "action": "REWORK",
          "createdAt": "2022-09-29T14:23:59.735Z",
          "previousTaskId": "4a0d7f40-0c3f-0cc8-adc4-fd818684facd",
          "previousTaskName": "Rework (all rejected)",
          "nextTaskId": "0ae49522-97f0-4a07-96c6-bd4d50963acd",
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        {
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          "action": "REJECT",
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Sample model run export

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    "details": {
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      "created_at": "2023-02-10",
      "updated_at": "2023-02-10",
      "created_by": "[email protected]"
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}