How to export video annotations and sample export formats.
Open this Colab for an interactive tutorial on exporting annotations.
Export as JSON
# 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,
"performance_details": True,
"label_details": True,
"interpolated_frames": False
}
# 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")
Export as Python Annotation Types
label_generator = project.label_generator()
# You can iterate through the paginated labels from generator
label = next(label_generator)
# View some specific fields of the label instance
print("Label ID:", label.uid)
print("Created By:", label.extra['Created By'])
print("Created At:", label.extra['Created At'])
print("Media Type:", label.extra['media_type'])
print("Reviews:", label.extra['Reviews'])
# You can convert to a LabelList for small to medium-sized datasets.
# This is more convenient than the LabelGenerator, but less memory efficient.
labels = labels.as_list()
Annotation export formats
Bounding box
{
"feature_id": "cldw7dq7p000g3b6jcdt0f65h",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
"top": -84.0,
"left": 1381.0,
"height": 176.0,
"width": 253.0
}
}
//Bounding box with radio subclassification
{
"feature_id": "cldu36qx900033b6juky92r5w",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
"feature_id": "cldw6wgyv00043b6j4sznt72n",
"name": "sub_radio",
"radio_answer": {
"feature_id": "cldw6wgyw00053b6jc2nry76l",
"name": "sub_radio_1",
"classifications": []
}
}
],
"bounding_box": {
"top": 61.0,
"left": 107.0,
"height": 233.0,
"width": 332.0
}
}
{
"featureId": "ck9bmeej61emf0yf5bgjb4tjw",
"schemaId": "ck9blmq1lnlxw08895jy7zsk4",
"title": "Car 1",
"value": "car_1",
"color": "#1CE6FF",
"keyframe": false,
"bbox": {
"top": 1164,
"left": 2538,
"height": 222,
"width": 119
}
}
Segment
"segments": {
"cldu36qx900033b6juky92r5w": [
[
1,
1
],
[
39,
100
]
],
"cldw7dq7p000g3b6jcdt0f65h": [
[
39,
67
],
[
100,
100
],
[
8,
8
],
[
26,
26
],
[
9,
25
],
[
27,
38
]
],
"cldu37pdy000o3b6jlwh8cola": [
[
54,
54
],
[
100,
100
]
],
"cldu372tu000a3b6j8ti2lp21": [
[
100,
100
],
[
8,
8
]
],
"cldu36utm00073b6jnpuqpqia": [
[
100,
100
],
[
8,
8
]
],
"cldu36y9300093b6jp2rf0n68": [
[
100,
100
],
[
8,
8
]
],
"cldu37kj3000l3b6js205kzot": [
[
100,
100
],
[
26,
26
]
]
}
segments = [{
"keyframes": [{
"frame": 1,
"bbox": {
"top": 80,
"left": 80,
"height": 80,
"width": 80
}
}, {
"frame": 20,
"bbox": {
"top": 125,
"left": 125,
"height": 200,
"width": 300
}
}]
}, {
"keyframes": [{
"frame": 27,
"bbox": {
"top": 80,
"left": 50,
"height": 80,
"width": 50
}
}]
}]
Point
{
"feature_id": "cldu37pdy000o3b6jlwh8cola",
"name": "point_video",
"annotation_kind": "VideoPoint",
"classifications": [],
"point": {
"x": 956.418,
"y": 413.74
}
}
{
"featureId": "ckmv0r56g00023g68s2dgru6l",
"schemaId": "cklifp8jw0tn40y5p3xtr2kk2",
"title": "right_ear",
"value": "right_ear",
"color": "#1CE6FF",
"keyframe": true,
"point": {
"x": 943,
"y": 500
}
Polyline
{
"feature_id": "cldu36y9300093b6jp2rf0n68",
"name": "line_video_frame",
"annotation_kind": "VideoPolyline",
"classifications": [],
"line": [
{
"x": 0.0,
"y": 845.387
},
{
"x": 526.567,
"y": 995.837
},
{
"x": 1137.313,
"y": 691.356
},
{
"x": 1427.463,
"y": 266.873
}
]
}
{
"featureId": "ckt37btlp00063h6b8srqrsr8",
"schemaId": "ckt09rb8q7zsu0yc24y3w85m5",
"title": "Center lane",
"value": "center_lane",
"color": "#2f05f1",
"keyframe": true,
"line": [{
"x": 661.215,
"y": 2146.298
},
{
"x": 961.767,
"y": 1907.624
},
{
"x": 1262.32,
"y": 1668.95
}
],
"classifications": []
}
Mask
Regardless of which tool you use to create a segmentation mask, the annotation will appear in the following form in the export. Whether you use the pen tool or the brush tool, all masks will take the same format in exports.
{
"feature_id": "cldne8ls7000013yhm5a0rs7c",
"name": "mask",
"annotation_kind": "VideoSegmentationMask",
"classifications": [],
"mask": {
"url": "https://api.labelbox.com/api/v1/projects/<project_id>/annotations/<feature_id>/index/<frame_number>/mask"
}
}
{
"featureId": "ck9bmetz800340za5k073bm7w",
"schemaId": "ck9blmq1lnlxz08892qqlmxto",
"title": "Defect",
"value": "defect",
"color": "#FFD7D2",
"keyframe": "true",
"instanceURI": "https://api.labelbox.com/masks/feature/ckmuuw2tq00053g68rbwjpoim?token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJ1c2VySWQiOiJjazUycnZ4MWtxYXpiMDc3MDBtcTI3eDRsIiwib3JnYW5pemF0aW9uSWQiOiJjazUycnZ4MG1wdzRnMDc2NndncXZqdGw5IiwiaWF0IjoxNjE3MDM4NDAwLCJleHAiOjE2MTk2MzA0MDB9.5YaORL6mWpPqgAb6IbWChm4MQo14obOU8LFWbfCEHR0"
}
How to access mask data
To access the mask data, you must pass your Labelbox API key stored in client.headers in an API request.
When you grab a URL from the mask annotation in the export, the project_id and feature_id will already be in place, as shown above. Here, we provide the framework for structuring a URL with any project ID and feature ID.
import urllib.request
from PIL import Image
# Provide a project ID and feature ID. Alternatively, replace the entire mask_url with a URL grabbed from your export.
project_id = ""
feature_id = ""
mask_url = f"https://api.labelbox.com/api/v1/projects/{project_id}/annotations/{feature_id}/index/1/mask"
# Make the API request
req = urllib.request.Request(mask_url, headers=client.headers)
# Optionally, print the image of the mask (for a specific frame)
image = Image.open(urllib.request.urlopen(req))
image
Classification - Radio
{
"feature_id": "cldu3755s000d3b6j97a0zguo",
"name": "radio_class_global",
"radio_answer": {
"feature_id": "cldu3755s000c3b6jnq483ce0",
"name": "first_radio_answer",
"classifications": []
}
},
{
"feature_id": "cldu376e8000f3b6jsx7tyn91",
"name": "radio_question_nested",
"radio_answer": {
"feature_id": "cldu376e8000e3b6j33wcrwkb",
"name": "first_radio_question",
"classifications": []
}
}
// For global classifications, do not include the frames section
{
"schemaId": "ckd1295hc00640z0uapvm1xbd", // question schema id
"uuid": "fb72782d-f6ed-43ba-8677-77b03197392d",
"dataRow": {
"id": "ckd1299m8cqbs0cq43mju1bvp"
},
"answer": {
"schemaId": "ckd1295jn00760z0u01hw4yz5" // answer schema id
},
"frames": [
{
"start": 7,
"end": 13,
},
{
"start": 18,
"end": 19,
}
]
}
Classification - Checklist
{
"feature_id": "cldu372tu000a3b6j8ti2lp21",
"name": "checklist_class",
"checklist_answers": [
{
"feature_id": "cldu372tu000b3b6jan2o4xlj",
"name": "first_checklist_answer",
"classifications": []
}
]
}
{
"featureId": "cl89b9sjb00003b6keuil18qx",
"schemaId": "cl89b9kwz11yj070nhmnscwj4",
"title": "Signs in frame",
"value": "signs_in_frame",
"answers": [
{
"featureId": "cl89b9sjb00013b6kvxfa6gmj",
"schemaId": "cl89b9kwz11yk070na20ngv31",
"title": "Stop",
"value": "stop",
"keyframe": true
},
{
"featureId": "cl89b9tq000023b6ke9jh90ym",
"schemaId": "cl89b9kwz11ym070nbr0m7qbs",
"title": "Yield",
"value": "yield",
"keyframe": true
}
]
}
Classification - Free-form text
{
"feature_id": "cldne8lok01w413yd5mgbxd66",
"name": "free_text",
"text_answer": {
"content": "sample text"
}
}
{
"featureId": "ckmuzkkhw000a3g68xegct9wz",
"schemaId": "ckmuzjtfa64bq0y839bn8ci4l",
"title": "Free-form text",
"value": "free-form_text",
"answer": "Correct text answer"
}
Sample project export
{
"data_row": {
"id": "cldneax3y0391073ddukrgd1c",
"global_key": "0d131173-8bf0-4ea4-90de-e77d7f98570d",
"row_data": "https://storage.googleapis.com/labelbox-datasets/video-sample-data/sample-video-2.mp4",
"details": {
"dataset_id": "cldneawgn044j070v834ycrvd",
"created_at": "2023-02-02",
"updated_at": "2023-02-02",
"created_by": "[email protected]"
}
},
"media_attributes": {
"height": 1080,
"width": 1920,
"mime_type": "video/mp4"
},
"attachments": [],
"metadata_fields": [],
"projects": {
"cldu35y570aof070fgzdu4tnj": {
"project_name": "test video",
"labels": [
{
"label_kind": "Video",
"version": "1.0.0",
"id": "cldu36jdq09x6074j38hncct0",
"label_details": {
"created_at": "2023-02-07T10:16:46+00:00",
"updated_at": "2023-02-08T21:49:20+00:00",
"created_by": "[email protected]",
"reviews": []
},
"performance_details": {
"seconds_to_create": 50,
"seconds_to_review": 183,
"skipped": false
},
"annotations": {
"frames": {
"1": {
"objects": {
"cldu36qx900033b6juky92r5w": {
"feature_id": "cldu36qx900033b6juky92r5w",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
"feature_id": "cldw6wgyv00043b6j4sznt72n",
"name": "sub_radio",
"radio_answer": {
"feature_id": "cldw6wgyw00053b6jc2nry76l",
"name": "sub_radio_1",
"classifications": []
}
}
],
"bounding_box": {
"top": 61.0,
"left": 107.0,
"height": 233.0,
"width": 332.0
}
}
},
"classifications": []
},
"39": {
"objects": {
"cldu36qx900033b6juky92r5w": {
"feature_id": "cldu36qx900033b6juky92r5w",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
"feature_id": "cldw6wgyv00043b6j4sznt72n",
"name": "sub_radio",
"radio_answer": {
"feature_id": "cldw6wgyw00053b6jc2nry76l",
"name": "sub_radio_1",
"classifications": []
}
}
],
"bounding_box": {
"top": 53.0,
"left": 100.0,
"height": 238.0,
"width": 339.0
}
},
"cldw7dq7p000g3b6jcdt0f65h": {
"feature_id": "cldw7dq7p000g3b6jcdt0f65h",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
"top": -87.0,
"left": 1389.0,
"height": 183.0,
"width": 264.0
}
}
},
"classifications": []
},
"40": {
"objects": {
"cldu36qx900033b6juky92r5w": {
"feature_id": "cldu36qx900033b6juky92r5w",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
"feature_id": "cldw6wgyv00043b6j4sznt72n",
"name": "sub_radio",
"radio_answer": {
"feature_id": "cldw6wgyw00053b6jc2nry76l",
"name": "sub_radio_1",
"classifications": []
}
}
],
"bounding_box": {
"top": 40.0,
"left": 88.0,
"height": 242.0,
"width": 345.0
}
},
"cldw7dq7p000g3b6jcdt0f65h": {
"feature_id": "cldw7dq7p000g3b6jcdt0f65h",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
"top": -84.0,
"left": 1381.0,
"height": 176.0,
"width": 253.0
}
}
},
"classifications": []
},
"41": {
"objects": {
"cldu36qx900033b6juky92r5w": {
"feature_id": "cldu36qx900033b6juky92r5w",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
"feature_id": "cldw6wgyv00043b6j4sznt72n",
"name": "sub_radio",
"radio_answer": {
"feature_id": "cldw6wgyw00053b6jc2nry76l",
"name": "sub_radio_1",
"classifications": []
}
}
],
"bounding_box": {
"top": 35.0,
"left": 82.0,
"height": 242.0,
"width": 345.0
}
},
"cldw7dq7p000g3b6jcdt0f65h": {
"feature_id": "cldw7dq7p000g3b6jcdt0f65h",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
"top": -84.0,
"left": 1375.0,
"height": 180.0,
"width": 259.0
}
}
},
"classifications": []
},
"42": {
"objects": {
"cldu36qx900033b6juky92r5w": {
"feature_id": "cldu36qx900033b6juky92r5w",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
"feature_id": "cldw6wgyv00043b6j4sznt72n",
"name": "sub_radio",
"radio_answer": {
"feature_id": "cldw6wgyw00053b6jc2nry76l",
"name": "sub_radio_1",
"classifications": []
}
}
],
"bounding_box": {
"top": 16.0,
"left": 70.0,
"height": 252.0,
"width": 359.0
}
},
"cldw7dq7p000g3b6jcdt0f65h": {
"feature_id": "cldw7dq7p000g3b6jcdt0f65h",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
"top": -85.0,
"left": 1367.0,
"height": 183.0,
"width": 264.0
}
}
},
"classifications": []
},
"43": {
"objects": {
"cldu36qx900033b6juky92r5w": {
"feature_id": "cldu36qx900033b6juky92r5w",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
"feature_id": "cldw6wgyv00043b6j4sznt72n",
"name": "sub_radio",
"radio_answer": {
"feature_id": "cldw6wgyw00053b6jc2nry76l",
"name": "sub_radio_1",
"classifications": []
}
}
],
"bounding_box": {
"top": 10.0,
"left": 69.0,
"height": 252.0,
"width": 359.0
}
},
"cldw7dq7p000g3b6jcdt0f65h": {
"feature_id": "cldw7dq7p000g3b6jcdt0f65h",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
"top": -87.0,
"left": 1359.0,
"height": 191.0,
"width": 274.0
}
}
},
"classifications": []
},
"44": {
"objects": {
"cldu36qx900033b6juky92r5w": {
"feature_id": "cldu36qx900033b6juky92r5w",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
"feature_id": "cldw6wgyv00043b6j4sznt72n",
"name": "sub_radio",
"radio_answer": {
"feature_id": "cldw6wgyw00053b6jc2nry76l",
"name": "sub_radio_1",
"classifications": []
}
}
],
"bounding_box": {
"top": 0.0,
"left": 63.0,
"height": 257.0,
"width": 367.0
}
},
"cldw7dq7p000g3b6jcdt0f65h": {
"feature_id": "cldw7dq7p000g3b6jcdt0f65h",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
"top": -90.0,
"left": 1351.0,
"height": 195.0,
"width": 280.0
}
}
},
"classifications": []
},
"45": {
"objects": {
"cldu36qx900033b6juky92r5w": {
"feature_id": "cldu36qx900033b6juky92r5w",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
"feature_id": "cldw6wgyv00043b6j4sznt72n",
"name": "sub_radio",
"radio_answer": {
"feature_id": "cldw6wgyw00053b6jc2nry76l",
"name": "sub_radio_1",
"classifications": []
}
}
],
"bounding_box": {
"top": -13.0,
"left": 51.0,
"height": 268.0,
"width": 381.0
}
},
"cldw7dq7p000g3b6jcdt0f65h": {
"feature_id": "cldw7dq7p000g3b6jcdt0f65h",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
"top": -94.0,
"left": 1340.0,
"height": 202.0,
"width": 291.0
}
}
},
"classifications": []
},
"46": {
"objects": {
"cldu36qx900033b6juky92r5w": {
"feature_id": "cldu36qx900033b6juky92r5w",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
"feature_id": "cldw6wgyv00043b6j4sznt72n",
"name": "sub_radio",
"radio_answer": {
"feature_id": "cldw6wgyw00053b6jc2nry76l",
"name": "sub_radio_1",
"classifications": []
}
}
],
"bounding_box": {
"top": -25.0,
"left": 45.0,
"height": 273.0,
"width": 389.0
}
},
"cldw7dq7p000g3b6jcdt0f65h": {
"feature_id": "cldw7dq7p000g3b6jcdt0f65h",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
"top": -86.0,
"left": 1352.0,
"height": 187.0,
"width": 269.0
}
}
},
"classifications": []
},
"47": {
"objects": {
"cldu36qx900033b6juky92r5w": {
"feature_id": "cldu36qx900033b6juky92r5w",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
"feature_id": "cldw6wgyv00043b6j4sznt72n",
"name": "sub_radio",
"radio_answer": {
"feature_id": "cldw6wgyw00053b6jc2nry76l",
"name": "sub_radio_1",
"classifications": []
}
}
],
"bounding_box": {
"top": -42.0,
"left": 38.0,
"height": 278.0,
"width": 397.0
}
},
"cldw7dq7p000g3b6jcdt0f65h": {
"feature_id": "cldw7dq7p000g3b6jcdt0f65h",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
"top": -90.0,
"left": 1346.0,
"height": 191.0,
"width": 274.0
}
}
},
"classifications": []
},
"48": {
"objects": {
"cldu36qx900033b6juky92r5w": {
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"ontology_id": "cldneaxlq03ih0726d5fshh5p",
"batch_id": "67e35280-a322-11ed-94e1-cfc22f153a22",
"priority": 5,
"consensus_expected_label_count": 1,
"workflow_history": [
{
"action": "APPROVE",
"created_at": "2023-02-08T02:12:29.277000+00:00",
"created_by": "[email protected]",
"previous_task_name": "Initial review task",
"previous_task_id": "b37b4295-a044-4302-ac2e-cc6402402bb1"
},
{
"action": "MOVE",
"created_at": "2023-02-07T10:16:45.802000+00:00",
"created_by": "[email protected]",
"previous_task_name": "Initial labeling task",
"previous_task_id": "38e69cff-c159-0dec-a9de-f1966ad36878",
"next_task_name": "Initial review task",
"next_task_id": "b37b4295-a044-4302-ac2e-cc6402402bb1"
},
{
"action": "MOVE",
"created_at": "2023-02-07T10:16:45.772000+00:00",
"created_by": "[email protected]",
"next_task_name": "Initial labeling task",
"next_task_id": "38e69cff-c159-0dec-a9de-f1966ad36878"
}
]
}
}
}
}
[
{
"ID": "cknp36mns00033g68sqqsq844",
"DataRow ID": "cklifdz2e1yf10rco407yaita",
"Labeled Data": "https://storage.labelbox.com/ck52rvx0mpw4g0766wgqvjtl9%2F98c62818-8aad-2da8-aa86-141fb32742f4-lioness_walking.mp4?Expires=1620075890645&KeyName=labelbox-assets-key-3&Signature=Es1jENXKqKPt4nShF89ASvVmLzE",
"Label": {
"frames": "https://api.labelbox.com/v1/frames/cknp36mns00033g68sqqsq844"
},
"Created By": "[email protected]",
"Project Name": "Lioness walking",
"Created At": "2021-04-19T21:04:38.000Z",
"Updated At": "2021-04-19T21:04:45.000Z",
"Seconds to Label": 20,
"External ID": "lioness_walking.mp4",
"Agreement": -1,
"Benchmark Agreement": -1,
"Benchmark ID": null,
"Dataset Name": "lioness_walking",
"Reviews": [],
"View Label": "https://editor.labelbox.com?project=cklifeflvf7dx0795p3rzpa6g&label=cknp36mns00033g68sqqsq844",
"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"
}
]
}
}
]
// Access per-frame annotation info via Label.frames URL (see above)
{
"frameNumber": 1,
"classifications": [
{
"featureId": "ckmvaolhj2f2p0y8h7it0gpb2",
"schemaId": "ckmvaijzd2elz0y8h06ribh9b",
"title": "Is it daytime?",
"value": "is_it_daytime?",
"answer": {
"featureId": "ckmvaq6p3000c3g68vlqkjo18",
"schemaId": "ckmvaik0p2eml0y8h12z632kq",
"title": "Yes",
"value": "yes",
"keyframe": true
}
}
],
"objects": [
{
"featureId": "ckmvapiqw00083g688yjpvd34",
"schemaId": "cklifp8jw0tn40y5p3xtr2kk2",
"title": "right_ear",
"value": "right_ear",
"color": "#1CE6FF",
"keyframe": true,
"point": {
"x": 1447,
"y": 430
},
"classifications": [
{
"featureId": "ckmvaplfj00093g68elakf0q2",
"schemaId": "cklifp8ly0tnu0y5pd2jrcams",
"title": "Visibility",
"value": "visibility",
"answer": {
"featureId": "ckmvaplfj000a3g68rax7qw9k",
"schemaId": "cklifp8n20to80y5p6pyo0jyu",
"title": "0",
"value": "0",
"keyframe": true
}
}
]
},
{
"featureId": "ckmvaqsco000g3g681txq5v8h",
"schemaId": "ckmvaobyl20s70y8u13eu6nmc",
"title": "Lion",
"value": "lion",
"color": "#997D87",
"keyframe": true,
"bbox": {
"top": 366,
"left": 557,
"height": 571,
"width": 977
},
"classifications": [
{
"featureId": "ckmvaqvbc000h3g68i6d37w8y",
"schemaId": "ckmvaoc0120si0y8uang3hwza",
"title": "Is the lion walking?",
"value": "is_the_lion_walking?",
"answer": {
"featureId": "ckmvaqvbd000i3g68z4c3i78s",
"schemaId": "ckmvaoc1s20tb0y8ub1p79fl8",
"title": "No",
"value": "no",
"keyframe": true
}
}
]
}
]
}
Sample model run export
{
"data_row": {
"id": "clf16rqw80r2t07xa4oz621ly",
"global_key": "0f78ed0f-8370-4aea-8358-de295cda0b1f",
"row_data": "https://storage.googleapis.com/labelbox-datasets/video-sample-data/sample-video-2.mp4",
"details": {
"dataset_id": "clf16rp6j0qyg07zndgah3cel",
"created_at": "2023-03-09",
"updated_at": "2023-03-09",
"created_by": "[email protected]"
}
},
"media_attributes": {
"height": 1080,
"width": 1920,
"mime_type": "video/mp4"
},
"attachments": [],
"metadata_fields": [],
"experiments": {
"a0c93d8a-b749-079b-8b2b-b543bebd6320": {
"name": "video_model_run_949ee446-4578-4b6c-935e-027403a55d0a",
"runs": {
"a0c93d8b-001c-0ccb-ab29-b803bf59cac8": {
"name": "iteration 1",
"run_data_row_id": "44d93da9-31ae-4491-954a-3c268b2c26a5",
"labels": [
{
"label_kind": "Video",
"version": "1.0.0",
"id": "clf16sb6p184n133qbsswvlex",
"annotations": {
"frames": {
"1": {
"objects": {
"129e3efa-22f8-4399-9984-73d64843003a": {
"feature_id": "129e3efa-22f8-4399-9984-73d64843003a",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
"top": 146,
"left": 98,
"height": 382,
"width": 341
}
}
},
"classifications": []
},
"5": {
"objects": {
"129e3efa-22f8-4399-9984-73d64843003a": {
"feature_id": "129e3efa-22f8-4399-9984-73d64843003a",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
"top": 146,
"left": 98,
"height": 382,
"width": 341
}
},
"52fc26e7-db68-483b-a5de-bd099c6f830d": {
"feature_id": "52fc26e7-db68-483b-a5de-bd099c6f830d",
"name": "line_video_frame",
"annotation_kind": "VideoPolyline",
"classifications": [],
"line": [
{
"x": 680,
"y": 100
},
{
"x": 100,
"y": 190
},
{
"x": 190,
"y": 220
}
]
}
},
"classifications": []
},
"13": {
"objects": {
"3e365087-7754-4748-b3fb-66f8c7e55f2d": {
"feature_id": "3e365087-7754-4748-b3fb-66f8c7e55f2d",
"name": "bbox_with_radio_subclass",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
"feature_id": "9c8e9387-153c-40b0-9597-00f981caa419",
"name": "sub_radio_question",
"radio_answer": {
"feature_id": "a0d18f5c-a1be-434e-ba81-fee6bb8dec36",
"name": "first_sub_radio_answer",
"classifications": []
}
}
],
"bounding_box": {
"top": 146,
"left": 98,
"height": 382,
"width": 341
}
}
},
"classifications": []
},
"15": {
"objects": {
"3e365087-7754-4748-b3fb-66f8c7e55f2d": {
"feature_id": "3e365087-7754-4748-b3fb-66f8c7e55f2d",
"name": "bbox_with_radio_subclass",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
"feature_id": "9c8e9387-153c-40b0-9597-00f981caa419",
"name": "sub_radio_question",
"radio_answer": {
"feature_id": "a0d18f5c-a1be-434e-ba81-fee6bb8dec36",
"name": "first_sub_radio_answer",
"classifications": []
}
}
],
"bounding_box": {
"top": 146,
"left": 98,
"height": 382,
"width": 341
}
}
},
"classifications": []
},
"12": {
"objects": {
"52fc26e7-db68-483b-a5de-bd099c6f830d": {
"feature_id": "52fc26e7-db68-483b-a5de-bd099c6f830d",
"name": "line_video_frame",
"annotation_kind": "VideoPolyline",
"classifications": [],
"line": [
{
"x": 680,
"y": 280
},
{
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"y": 380
},
{
"x": 400,
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}
]
}
},
"classifications": []
},
"20": {
"objects": {
"52fc26e7-db68-483b-a5de-bd099c6f830d": {
"feature_id": "52fc26e7-db68-483b-a5de-bd099c6f830d",
"name": "line_video_frame",
"annotation_kind": "VideoPolyline",
"classifications": [],
"line": [
{
"x": 680,
"y": 180
},
{
"x": 100,
"y": 200
},
{
"x": 200,
"y": 260
}
]
}
},
"classifications": []
},
"24": {
"objects": {
"52fc26e7-db68-483b-a5de-bd099c6f830d": {
"feature_id": "52fc26e7-db68-483b-a5de-bd099c6f830d",
"name": "line_video_frame",
"annotation_kind": "VideoPolyline",
"classifications": [],
"line": [
{
"x": 300,
"y": 310
},
{
"x": 330,
"y": 430
}
]
}
},
"classifications": []
},
"45": {
"objects": {
"52fc26e7-db68-483b-a5de-bd099c6f830d": {
"feature_id": "52fc26e7-db68-483b-a5de-bd099c6f830d",
"name": "line_video_frame",
"annotation_kind": "VideoPolyline",
"classifications": [],
"line": [
{
"x": 600,
"y": 810
},
{
"x": 900,
"y": 930
}
]
}
},
"classifications": []
},
"17": {
"objects": {
"6b87ae06-a394-44a1-b9f4-3a31534eac72": {
"feature_id": "6b87ae06-a394-44a1-b9f4-3a31534eac72",
"name": "point_video",
"annotation_kind": "VideoPoint",
"classifications": [],
"point": {
"x": 660.134,
"y": 407.926
}
}
},
"classifications": []
}
},
"segments": {
"129e3efa-22f8-4399-9984-73d64843003a": [
[
1,
1
],
[
5,
5
]
],
"52fc26e7-db68-483b-a5de-bd099c6f830d": [
[
5,
5
],
[
12,
12
],
[
20,
20
],
[
24,
24
],
[
45,
45
]
],
"3e365087-7754-4748-b3fb-66f8c7e55f2d": [
[
13,
13
],
[
15,
15
]
],
"6b87ae06-a394-44a1-b9f4-3a31534eac72": [
[
17,
17
]
]
},
"key_frame_feature_map": {
"129e3efa-22f8-4399-9984-73d64843003a": {
"1": true,
"5": true
},
"52fc26e7-db68-483b-a5de-bd099c6f830d": {
"5": true,
"12": true,
"20": true,
"24": true,
"45": true
},
"3e365087-7754-4748-b3fb-66f8c7e55f2d": {
"13": true,
"15": true
},
"6b87ae06-a394-44a1-b9f4-3a31534eac72": {
"17": true
}
},
"classifications": [
{
"feature_id": "3f7ce4d8-a564-41f5-8698-a94e5bf14b90",
"name": "nested_radio_question",
"radio_answer": {
"feature_id": "4eb9bcf5-ec33-4b4a-b721-359ea5e35e8e",
"name": "first_radio_answer",
"classifications": [
{
"feature_id": "b68e15d6-cee5-4b37-baa7-47929ecf6476",
"name": "sub_radio_question",
"radio_answer": {
"feature_id": "d2ba79db-3c66-49e1-85e4-c393417d8075",
"name": "first_sub_radio_answer",
"classifications": []
}
}
]
}
},
{
"feature_id": "a924556e-5d5b-4820-b142-d6a865486aea",
"name": "radio_question",
"radio_answer": {
"feature_id": "8fc79fd8-f144-43a6-a918-542cf7f0d4be",
"name": "second_radio_answer",
"classifications": []
}
},
{
"feature_id": "ec1b7b51-e935-4eed-8e2e-0afa006aea25",
"name": "checklist_question",
"checklist_answers": [
{
"feature_id": "58869371-2290-4b37-9f38-835f8bc5ca32",
"name": "first_checklist_answer",
"classifications": []
},
{
"feature_id": "d7641c2c-692c-45e6-999b-3bb42324109f",
"name": "second_checklist_answer",
"classifications": []
}
]
},
{
"feature_id": "fdc1bf3e-2617-4f48-a1e3-e2355889af09",
"name": "nested_checklist_question",
"checklist_answers": [
{
"feature_id": "e369f138-bb16-47ed-ba6f-53ded342a0d2",
"name": "first_checklist_answer",
"classifications": [
{
"feature_id": "5e905abd-e551-408c-b2a0-ef0e600f6ea2",
"name": "sub_checklist_question",
"checklist_answers": [
{
"feature_id": "d4e53a35-04ee-498a-9e0f-409dfca4b178",
"name": "first_sub_checklist_answer",
"classifications": []
}
]
}
]
}
]
}
]
}
}
],
"predictions": [
{
"label_kind": "Video",
"version": "1.0.0",
"id": "clf16sb6p184n133qbsswvlex",
"annotations": {
"frames": {
"17": {
"objects": {
"2daecae8-cd31-4dbe-b856-164b0dd2497e": {
"feature_id": "2daecae8-cd31-4dbe-b856-164b0dd2497e",
"name": "point_video",
"annotation_kind": "VideoPoint",
"classifications": [],
"point": {
"x": 660.134,
"y": 407.926
}
}
},
"classifications": []
},
"5": {
"objects": {
"6fe9c3ac-e143-4e84-bc85-1dd27fa460bf": {
"feature_id": "6fe9c3ac-e143-4e84-bc85-1dd27fa460bf",
"name": "line_video_frame",
"annotation_kind": "VideoPolyline",
"classifications": [],
"line": [
{
"x": 680,
"y": 100
},
{
"x": 100,
"y": 190
},
{
"x": 190,
"y": 220
}
]
},
"b106174b-cbce-4bf7-99b1-ea177ea68df8": {
"feature_id": "b106174b-cbce-4bf7-99b1-ea177ea68df8",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
"top": 146,
"left": 98,
"height": 382,
"width": 341
}
}
},
"classifications": []
},
"12": {
"objects": {
"6fe9c3ac-e143-4e84-bc85-1dd27fa460bf": {
"feature_id": "6fe9c3ac-e143-4e84-bc85-1dd27fa460bf",
"name": "line_video_frame",
"annotation_kind": "VideoPolyline",
"classifications": [],
"line": [
{
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"y": 280
},
{
"x": 300,
"y": 380
},
{
"x": 400,
"y": 460
}
]
}
},
"classifications": []
},
"20": {
"objects": {
"6fe9c3ac-e143-4e84-bc85-1dd27fa460bf": {
"feature_id": "6fe9c3ac-e143-4e84-bc85-1dd27fa460bf",
"name": "line_video_frame",
"annotation_kind": "VideoPolyline",
"classifications": [],
"line": [
{
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},
{
"x": 100,
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},
{
"x": 200,
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}
]
}
},
"classifications": []
},
"24": {
"objects": {
"6fe9c3ac-e143-4e84-bc85-1dd27fa460bf": {
"feature_id": "6fe9c3ac-e143-4e84-bc85-1dd27fa460bf",
"name": "line_video_frame",
"annotation_kind": "VideoPolyline",
"classifications": [],
"line": [
{
"x": 300,
"y": 310
},
{
"x": 330,
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}
]
}
},
"classifications": []
},
"45": {
"objects": {
"6fe9c3ac-e143-4e84-bc85-1dd27fa460bf": {
"feature_id": "6fe9c3ac-e143-4e84-bc85-1dd27fa460bf",
"name": "line_video_frame",
"annotation_kind": "VideoPolyline",
"classifications": [],
"line": [
{
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},
{
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}
]
}
},
"classifications": []
},
"13": {
"objects": {
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"name": "bbox_with_radio_subclass",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
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"name": "sub_radio_question",
"radio_answer": {
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"classifications": []
}
}
],
"bounding_box": {
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"width": 341
}
}
},
"classifications": []
},
"15": {
"objects": {
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"name": "bbox_with_radio_subclass",
"annotation_kind": "VideoBoundingBox",
"classifications": [
{
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"name": "sub_radio_question",
"radio_answer": {
"feature_id": "b9455178-2b47-46d1-98f5-5c01d9c9bb2d",
"name": "first_sub_radio_answer",
"classifications": []
}
}
],
"bounding_box": {
"top": 146,
"left": 98,
"height": 382,
"width": 341
}
}
},
"classifications": []
},
"1": {
"objects": {
"b106174b-cbce-4bf7-99b1-ea177ea68df8": {
"feature_id": "b106174b-cbce-4bf7-99b1-ea177ea68df8",
"name": "bbox_video",
"annotation_kind": "VideoBoundingBox",
"classifications": [],
"bounding_box": {
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"left": 98,
"height": 382,
"width": 341
}
}
},
"classifications": []
}
},
"segments": {
"2daecae8-cd31-4dbe-b856-164b0dd2497e": [
[
17,
17
]
],
"6fe9c3ac-e143-4e84-bc85-1dd27fa460bf": [
[
5,
5
],
[
12,
12
],
[
20,
20
],
[
24,
24
],
[
45,
45
]
],
"b106174b-cbce-4bf7-99b1-ea177ea68df8": [
[
5,
5
],
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