How to export geospatial annotations and annotation export formats.
Open this Colab for an interactive tutorial on exporting annotations.
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,
19.373114634814314
],
[
-99.20909603539366,
19.372026698005648
]
]
]
}
},
{
"featureId": "cknjenq3c000c3g68lpyqvwtk",
"schemaId": "cknjek2a80jic0y94dn8xgh5a",
"title": "test2",
"value": "test2",
"color": "#FF34FF",
"type": "polygon",
"geometry": {
"coordinates": [
[
[
-99.20775055066333,
19.37308760065266
],
[
-99.20764572089253,
19.373016691720807
],
[
-99.20759511302744,
19.37308946264962
],
[
-99.20766178156738,
19.37316566511257
],
[
-99.20775055066333,
19.37308760065266
]
]
]
}
},
{
"featureId": "cknjenvly000e3g68u0b05595",
"schemaId": "cknjemcpt0l4n0y92d3oo7no3",
"title": "test3",
"value": "test3",
"color": "#FF4A46",
"type": "point",
"geometry": {
"coordinates": [
-99.20803986635566,
19.372954675921154
]
}
}
],
"classifications": []
},
"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": [
{
"actorId": "cl3lobugu14pw0796fau0dgad",
"action": "APPROVE",
"createdAt": "2022-09-29T15:46:23.269Z",
"previousTaskId": "0ae49522-97f0-4a07-96c6-bd4d50963acd",
"previousTaskName": "Initial review task"
},
{
"actorId": "cl3lobugu14pw0796fau0dgad",
"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",
"nextTaskName": "Initial review task"
},
{
"actorId": "cl1qe5naj3g460z6e0owr6mwj",
"action": "REJECT",
"createdAt": "2022-09-29T13:39:01.077Z",
"previousTaskId": "0ae49522-97f0-4a07-96c6-bd4d50963acd",
"previousTaskName": "Initial review task",
"nextTaskId": "4a0d7f40-0c3f-0cc8-adc4-fd818684facd",
"nextTaskName": "Rework (all rejected)"
},
{
"actorId": "cl3ucfsj22j8l073xaitnh1xe",
"action": "MOVE",
"createdAt": "2022-09-28T18:06:16.881Z",
"previousTaskId": "ea78e526-e429-002e-8b80-b72c4b591152",
"previousTaskName": "Initial labeling task",
"nextTaskId": "0ae49522-97f0-4a07-96c6-bd4d50963acd",
"nextTaskName": "Initial review task"
},
{
"actorId": "cl3ucfsj22j8l073xaitnh1xe",
"action": "MOVE",
"createdAt": "2022-09-28T18:06:16.859Z",
"nextTaskId": "ea78e526-e429-002e-8b80-b72c4b591152",
"nextTaskName": "Initial labeling task"
}
]
}
}
]
Sample model run export
{
"data_row": {
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