API - Segments

Segments
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Introduction
API
Python SDK
Webhooks
Cloud integration
Configuring the label editor
Label types
Search functionality
Exporting data
API
The API is available at https://api.segments.ai/. 
To authenticate, add an API key in the header of each request:
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curl -H "Authorization: APIKey YOUR_API_KEY"
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An API key can be created on your user account page.
Datasets
List datasets
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GET /users/:owner/datasets
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To get all datasets of the currently logged in users, you can use this shortcut:
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GET /user/datasets
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Note that this will only return datasets which are public, and datasets which are private but where the logged in user is a collaborator.
Response
Status: 200 OK
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[
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    {
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        "name": "cats",
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        "description": "A dataset of cat images.",
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        "data_type": "IMAGE",
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        "category": "other",
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        "public": false,
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        "owner": {
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            "username": "bert",
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            "email": "[email protected]",
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            "created_at": "2020-05-11T14:00:53.763278Z"
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        },
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        "created_at": "2020-04-10T20:09:31Z",
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        "collaborators_count": 0,
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        "samples_count": 94        
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    }
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]
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Get a dataset
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GET /datasets/:owner/:dataset
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Response
Status: 200 OK
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{
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    "name": "cats",
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    "description": "A dataset of cat images.",
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    "category": "other",
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    "public": false,
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    "owner": {
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        "username": "bert",
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        "created_at": "2020-05-11T14:00:53.763278Z"
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    },
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    "created_at": "2020-07-20T14:59:36.242218Z",
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    "collaborators_count": 0,
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    "samples_count": 94,
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    "task_type": "segmentation-bitmap",
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    "task_attributes": {
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        "format_version": "0.1",
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        "categories": [
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            {
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                "name": "cat",
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                "id": 0
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            },
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            {
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                "name": "dog",
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                "id": 1
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            }
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        ]
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    },
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    "labelsets": [
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        {
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            "name": "ground-truth",
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            "description": "Ground truth labels.",
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        },
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        {
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            "name": "predictions",
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            "description": "My model predictions.",
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        },
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    ]
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}
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Create a dataset
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POST /user/datasets
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Input
Name
Type
Description
name
string
Required. The name of the dataset.
description
string
The description of the dataset.
task_type
string
The task type of the dataset. Can be one of:
segmentation-bitmap: Semantic, panoptic and instance segmentation.
vector: Polygons, polylines, bounding boxes, points.
bboxes: Bounding boxes only.
task_attributes
dict
The task attributes. See Configuring the label editor.
category
string
Category of the data.
public
boolean
Sets the visibility of a dataset. Can be one of:
true - Anyone can see the dataset.
false - Only the owner and collaborators can view the dataset.
readme
string
The readme of the dataset, displayed on the overview tab.
Example
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{
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  "name": "cats",
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  "description": "A dataset of cat images."
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}
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Response
Status: 201 Created
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{
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    "name": "cats",
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    "description": "A dataset of cat images.",
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    "category": "other",
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    "public": false,
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    "owner": {
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        "username": "bert",
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        "email": "[email protected]",
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        "created_at": "2020-05-11T14:00:53.763278Z"
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    },
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    "created_at": "2020-07-20T14:59:36.242218Z",
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    "collaborators_count": 0,
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    "samples_count": 94
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}
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Update a dataset
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PATCH /datasets/:owner/:dataset
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Same fields as previous.
Delete a dataset
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DELETE /datasets/:owner/:dataset
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Add a collaborator to a dataset
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POST /datasets/:owner/:dataset/collaborators
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Input
Name
Type
Description
user
string
Required. The username of the collaborator to be added.
role
string
The role of the collaborator. Can be one of: labeler, reviewer, admin
Example
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{
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  "user": "jane",
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  "role": "reviewer"
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}
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Response
Status: 201 Created
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{
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  "user": "jane",
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  "role": "reviewer"
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}
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Samples
List samples
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GET /datasets/:owner/:dataset/samples
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Response
Status: 200 OK
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[
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  {
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    "uuid": "10130ecd-790e-463d-86ce-747f5c545c77",
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    "name": "image.png"
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    "data_type": "IMAGE",
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    "attributes": {
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        "image": {"url": "https://example.com/image.png"}
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      },
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    "metadata": {},
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    "priority": 0,
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    "created_at": "2011-04-10T20:09:31Z"
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    "created_by": "jane"
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  }
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]
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Get a sample
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GET /samples/:sample_uuid
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Response
Status: 200 OK
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{
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  "uuid": "10130ecd-790e-463d-86ce-747f5c545c77",
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  "name": "image.png"
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  "data_type": "IMAGE",
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  "attributes": {
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    "image": {"url": "https://example.com/image.png"}
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  },
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  "metadata": {}
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  "priority": 0,
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  "created_at": "2020-04-10T20:09:31Z"
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  "created_by": "jane",
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  "dataset": "jane/cats"
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}
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Create a sample
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POST /datasets/:owner/:dataset/samples
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Input
Name
Type
Description
name
string
Required. The name of the sample.
attributes
object
Sample data.
metadata
object
User-defined metadata.
priority
float
Priority in the labeling queue. Samples with higher values will be labeled first. Default is 0.
Example
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{
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  "name": "flowers.png",
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  "attributes": {
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    "image": {
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      "url": "https://example.com/image.png"
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    }
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  },
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  "metadata": {
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    "city": "London",
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    "weather": "cloudy",
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    "robot_id": 3
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  },
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  "priority": 10
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}
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Response
Status: 201 Created
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{
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  "uuid": "10130ecd-790e-463d-86ce-747f5c545c77",
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  "name": "image.png"
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  "data_type": "IMAGE",
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  "attributes": {
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    "image": {
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      "url": "https://example.com/image.png"
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    }
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  },
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  "metadata": {
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    "city": "London",
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    "weather": "cloudy",
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    "robot_id": 3
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  },
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  "priority": 10,
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  "created_at": "2011-04-10T20:09:31Z"
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  "created_by": "jane"
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}
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Update a sample
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PATCH /samples/:sample_uuid
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Same fields as previous.
Delete a sample
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DELETE /samples/:sample_uuid
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Labels
Get a label
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GET /labels/:sample_uuid/:labelset
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Response
Status: 200 OK
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{
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  "label_type": "segmentation-bitmap",
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  "label_status": "LABELED",
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  "attributes": {
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    "format_version": "0.1",
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    "annotations": [
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      {
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        "id": 1, 
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        "category_id": 0
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      }
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    ],
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    "segmentation_bitmap": {
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      "url": "https://segmentsai-staging.s3.eu-west-2.amazonaws.com/assets/davy/ddf55e99-1a6f-42d2-83e9-8657de3259a1.png"
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    }
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  },
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  "created_at": "2020-04-10T20:09:31Z",
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  "created_by": "jane",
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}
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Create or update a label
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PUT /labels/:sample_uuid/:labelset
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Input
Name
Type
Description
attributes
object
Label data. Format depends on the label type, see label formats.
label_status
string
Status of the label.
​
Can be one of: LABELED, REVIEWED, REJECTED, PRELABELED, SKIPPED
score
float
Prediction score.
Example
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{
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  "attributes": {
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    "format_version": "0.1",
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    "annotations": [
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      {
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        "id": 1,
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        "category_id": 0,
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      }
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    ],
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    "segmentation_bitmap": {
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      "url": "https://example.com/label.png"
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    }
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  },
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  "label_status": "PRELABELED",
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  "score": 0.9254
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}
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Response
Status: 201 Created
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{
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  "attributes": {
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    "format_version": "0.1",
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    "annotations": [
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      {
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        "id": 1,
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        "category_id": 0,
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      }
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    ],
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    "segmentation_bitmap": {
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      "url": "https://example.com/label.png"
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    }
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  },
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  "label_status": "PRELABELED",
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  "created_at": "2011-04-10T20:09:31Z"
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}
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Delete a label
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DELETE /labels/:sample_uuid/:labelset
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Releases
List releases
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GET /datasets/:owner/:dataset/releases
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Response
Status: 200 OK
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[
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  {
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    "name": "v0.1",
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    "description": "My first release.",
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    "attributes": {
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      "url": "https://segmentsai-prod.s3.eu-west-2.amazonaws.com/releases/f0b0a34b-93ca-41a3-06ee-96ce6436dd41.json"
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    },
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    "status": "SUCCEEDED",
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    "created_at": "2020-07-20T14:59:36.242218Z"
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  }
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]
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Get a release
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GET /datasets/:owner/:dataset/releases/:release_name
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Response
Status: 200 OK
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{
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  "name": "v0.1",
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  "description": "My first release.",
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  "attributes": {
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    "url": "https://segmentsai-prod.s3.eu-west-2.amazonaws.com/releases/f0b0a34b-93ca-41a3-06ee-96ce6436dd41.json"
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  },
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  "status": "SUCCEEDED",
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  "created_at": "2020-07-20T14:59:36.242218Z"
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}
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Create a release
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POST /datasets/:owner/:dataset/releases
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Input
Name
Type
Description
name
string
Required. The name of the release.
description
string
The description of the release.
Example
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{
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  "name": "v0.1",
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  "description": "My first release."
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}
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Response
Status: 201 Created
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{
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  "name": "v0.1",
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  "description": "My first release.",
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  "status": "PENDING",
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  "created_at": "2020-07-20T14:59:36.242218Z"
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}
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Delete a release
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DELETE /datasets/:owner/:dataset/releases/:release_name
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​
Introduction
Python SDK
Last modified 1mo ago
Datasets

List datasets

Response

Get a dataset

Response

Create a dataset

Input

Example

Response

Update a dataset

Delete a dataset

Add a collaborator to a dataset

Input

Example

Response

Samples

List samples

Response

Get a sample

Response

Create a sample

Input

Example

Response

Update a sample

Delete a sample

Labels

Get a label

Response

Create or update a label

Input

Example

Response

Delete a label

Releases

List releases

Response

Get a release

Response

Create a release

Input

Example

Response

Delete a release

​
