The Background Removal API from Eden AI — 1 operation(s) for background removal.
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openapi: 3.2.0
info:
title: Image Features Background Removal API
version: '2.0'
description: Your project description
servers:
- url: https://api.edenai.run/v2
tags:
- name: Background Removal
paths:
/image/background_removal/:
post:
operationId: image_background_removal_create
description: 'Available Providers
|Provider|Version|Price|Billing unit|
|----|-------|-----|------------|
|**api4ai**|`v1.0.0`|50.0 (per 1000 file)|1 file
|**photoroom**|`v1`|20.0 (per 1000 file)|1 file
|**sentisight**|`v3.3.1`|0.75 (per 1000 file)|1 file
|**stabilityai**|`v2Beta`|0.02 (per 1 request)|1 request
|**clipdrop**|`v1Beta`|0.5 (per 1 request)|1 request
|**picsart**|`1.0`|0.04 (per 1 image)|1 image'
summary: Background Removal
tags:
- Background Removal
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/imagebackground_removalBackgroundRemovalRequest'
examples:
RequestExample:
value:
providers: api4ai,photoroom,sentisight,stabilityai,clipdrop,picsart
file_url: http://edenai-resource-example.jpg
summary: Request Example
multipart/form-data:
schema:
$ref: '#/components/schemas/imagebackground_removalBackgroundRemovalRequest'
examples:
RequestExample:
value:
providers: api4ai,photoroom,sentisight,stabilityai,clipdrop,picsart
file: /edenai/edenai/features/image/samples/data/logo_detection.jpeg
summary: Request Example
required: true
security:
- FeatureApiAuth: []
responses:
'200':
content:
application/json:
schema:
$ref: '#/components/schemas/imagebackground_removalResponseModel'
examples:
ResponseExample:
value:
api4ai:
image_b64: iVBORw0KGgoAAAANSUhEUgAAAOEAAADhCAYAAAA+s9J6AADOEUlEQVR4nOz...
image_resource_url: https://d14uq1pz7dzsdq.cloudfront.net/16746f4d-36f8-41d6-b056-7b2e7f8f4594_59a186e7-7611-4824-95bf-668383829eae.PNG?Expires=1700137150&Signature=NUMLwuS6VTsEfGPw6meizQVCk64MgfLuc3YTDds1dEXSwmuF9UC5DyDmlWwE9OFTYjEAetBMfF38kQM7MJRe5Uc8lM7-IABQEeRf9Sk81YE-N7w~X6NGR8evWaWHsyc3rKtmPMoIn14XlnLL~ivFhcFNgi0KTyVWUUg7grunMRczvsnWCrapvxmN-kaiwtCmQ-53rGgdlAJ3ZKsVhfG5aBDCSmgYFBM7E4TyAhjH-gh135mbT6YfsLZJdpkcVS26JUlLlynh-BIMY4hQMu0QM-pUJPsdvuCA0Ydm5BwyXttZYHb7sCQwaVv4XKRAUCs8-EI1YNpje5KPllDRL5GwQA__&Key-Pair-Id=K1F55BTI9AHGIK
cost: 0.0
photoroom:
image_b64: iVBORw0KGgoAAAANSUhEUgAAAOEAAADhCAYAAAA+s9J6AAEeV0lEQVQIHe3...
image_resource_url: https://d14uq1pz7dzsdq.cloudfront.net/d3a218bd-b4a4-459f-876b-b04281a3d43d_eb1ebd9b-2793-466e-8ce7-fc43b92b8d3e.png?Expires=1700137026&Signature=usE~pIC~nsQ~iK27SBv7FMP4gAbj~~oqhIiHImdNKnQap~vP5g6rEdJaQeXlgE8g~jp4VlqVz26JpfPGGP-bRKxiXPs2ghLNHpPeOGhnuhW7Sd0YGGoradhkW-MWHI6trE08pjd02hMFjCqWEIg0EDpZuVkEVoFHwan~5FNaFAkupLdJihHHECOU8-MIn5-ULcLkkeJD2isDcPB1f0dnuka~pSUXnTcKzddobvmQ5GLuNkdqMONZbWMxv8gOlDpZ-uDyzC4F1cuSNuRMr4rIzSMQBmWExWe-BNb20YWpArJo7ZtGqNo4HFt3AJ-lUcEPAFoPw5VRu0pR9VN8Y9VJfA__&Key-Pair-Id=K1F55BTI9AHGIK
cost: 0.0
sentisight:
image_b64: iVBORw0KGgoAAAANSUhEUgAAAOEAAADhCAYAAAA+s9J6AAEAAElEQVR4nOz...
image_resource_url: https://d14uq1pz7dzsdq.cloudfront.net/cc59d81c-6714-476d-8c41-2a0ec484194c_aa532fd1-f836-48a1-98de-80beae4ef82a.png?Expires=1700137310&Signature=k4nu7XUFDogMeKI865B-Oo5YUEaIoDq5dZ2DMEwyi3-DhBuEHMpJJcmWG7VVqL5lA2zA0d0cryNiiMtIcgkknUPmpuxMaZFe715JZ1Hj2MJIB3ezdhQUL1lyX7M~OD52e~rFYOu14NCpWlKof-UECH-v3DxVgJcGs5AsF2ZTyUCWF9itlKhhHDbS2M9rPAqbIT9Ng-MBZ8avLlJINCLN9myxe7AO8up5EV~kDrT0jiqR3WC~nzIw82tKxgAf7ADqUAZwIoN7J6XybTiwTm1cUq0bj8ZOs1WcEnVrbmhYGKoUKc-3lLWaXKJBgYA8Tok~vXxaeSYS7tavDulVszFUyw__&Key-Pair-Id=K1F55BTI9AHGIK
cost: 0.0
stabilityai:
image_b64: iVBORw0KGgoAAAANSUhEUgAAAOEAAADhCAYAAAA+s9J6AAEAAElEQVR4Xpz...
image_resource_url: https://d14uq1pz7dzsdq.cloudfront.net/8108c0b3-2d78-425a-9cde-d65e1d60addb_e5eb2acb-d519-4f51-8817-6caddf681cfc.png?Expires=1700818353&Signature=T2K26YQETMFBLClnAc9wY9PrxC-lm7--YpOUmD6VEqXT6hOokq~WJ4jyU85ibvq~IkFzPjrhIv2hb06-N6frPxrtlm8JC133qfR3Qho9JVvGTbKOUXP465uugw0sG8tavTcnm00o31DlYQwY2zl~XfHxRRmnThJmYaRVXqgJgmgIUKFgSrRiqD2DCFAqAWKZeQ2a6r5TLWN4reNrOBXQLW0CO80FJznIVQwdhPIup5DnCFrgbh~4i3P6cdVodD3Icn1zbXNzBvBqBlTF1aDQ3qfS3Nv81EZqEU-kzYoHGaHgAcLHOfMR0cmIyP6zKN7tGnpNJd9gTpkSUqvpk8TDwQ__&Key-Pair-Id=K1F55BTI9AHGIK
cost: 0.0
clipdrop:
image_b64: iVBORw0KGgoAAAANSUhEUgAAAOEAAADhCAYAAAA+s9J6AAEAAElEQVR4Xpz...
image_resource_url: https://d14uq1pz7dzsdq.cloudfront.net/e1c478ea-e05f-45c2-86b7-8289bb316680_961bc47a-5b6d-4985-8b98-89714a739323.png?Expires=1714577029&Signature=df2rY23WXTP9FvMTbs~S5Sh5I9PZ62T9g5IDTDBSI7CGkowdpjARrgjcoZ2HmyvUiU9t8LuJJqfK1RVh4as4CKpuSxUG1K52rhi~Sr9rOfCvzosQ5lbPs2vM0y6AhbqEwAYccKRs~BXf2SdfacwUpRzhQRPakE7Q43YPFPff75gFFvcFOuFHVIElKFAUpWqJBigjZP2pTDqUMiawisvWCU2V5HpYzmc-Cf5zDeysVLhU7e4lbvQnyVDfEIwJrsEJZGAin1sLpNRB~iaSQ5Tx0cdj0oYzs-r7AgpoAvKA4G6A8meclG8WaD2r5N7XSZdRE~4OnoOi9H4Nqt4X7m9HaA__&Key-Pair-Id=K1F55BTI9AHGIK
cost: 0.0
picsart:
image_b64: iVBORw0KGgoAAAANSUhEUgAAAOEAAADhCAYAAAA+s9J6AAAACXBIWXMAAAs...
image_resource_url: https://cdn.picsart.io/af8ff289-cf65-4fb7-83e9-4e3ac351e7bd.png?type=PNG&to=max&r=0
cost: 0.0
summary: Response Example
description: ''
'400':
content:
application/json:
schema:
$ref: '#/components/schemas/BadRequest'
description: ''
'500':
content:
application/json:
schema:
$ref: '#/components/schemas/Error'
description: ''
'403':
content:
application/json:
schema:
$ref: '#/components/schemas/Error'
description: ''
'404':
content:
application/json:
schema:
$ref: '#/components/schemas/NotFoundResponse'
description: ''
components:
schemas:
imagebackground_removalBackgroundRemovalDataClass:
properties:
image_b64:
description: The image in base64 format.
title: Image B64
type: string
image_resource_url:
description: The image url.
title: Image Resource Url
type: string
original_response:
default: null
description: original response sent by the provider, hidden by default, show it by passing the `show_original_response` field to `true` in your request
title: Original Response
status:
allOf:
- $ref: '#/components/schemas/StatusEnum'
title: Status
required:
- image_b64
- image_resource_url
- status
title: imagebackground_removalBackgroundRemovalDataClass
type: object
NotFoundResponse:
type: object
properties:
details:
type: string
default: Not Found
Error:
type: object
properties:
error:
$ref: '#/components/schemas/NestedError'
required:
- error
NestedError:
type: object
properties:
type:
type: string
message:
type: string
required:
- message
- type
FieldError:
type: object
properties:
<parameter_name>:
type: array
items:
type: string
required:
- <parameter_name>
imagebackground_removalResponseModel:
properties:
photoroom:
$ref: '#/components/schemas/imagebackground_removalBackgroundRemovalDataClass'
default: null
stabilityai:
$ref: '#/components/schemas/imagebackground_removalBackgroundRemovalDataClass'
default: null
microsoft:
$ref: '#/components/schemas/imagebackground_removalBackgroundRemovalDataClass'
default: null
api4ai:
$ref: '#/components/schemas/imagebackground_removalBackgroundRemovalDataClass'
default: null
picsart:
$ref: '#/components/schemas/imagebackground_removalBackgroundRemovalDataClass'
default: null
sentisight:
$ref: '#/components/schemas/imagebackground_removalBackgroundRemovalDataClass'
default: null
clipdrop:
$ref: '#/components/schemas/imagebackground_removalBackgroundRemovalDataClass'
default: null
title: imagebackground_removalResponseModel
type: object
imagebackground_removalBackgroundRemovalRequest:
type: object
properties:
settings:
type: string
default: {}
description: "A dictionnary or a json object to specify specific models to use for some providers. <br> It can be in the following format: {\"google\" : \"google_model\", \"ibm\": \"ibm_model\"...}.\n "
providers:
type: array
items:
type: string
minLength: 1
description: 'It can be one (ex: **''amazon''** or **''google''**) or multiple provider(s) (ex: **''amazon,microsoft,google''**) that the data will be redirected to in order to get the processed results.<br> Providers can also be invoked with specific models (ex: providers: **''amazon/model1, amazon/model2, google/model3''**)'
fallback_providers:
type: array
items:
type: string
default: []
description: "Providers in this list will be used as fallback if the call to provider in `providers` parameter fails.\n To use this feature, you must input **only one** provider in the `providers` parameter. but you can put up to 5 fallbacks.\n\nThey will be tried in the same order they are input, and it will stop to the first provider who doesn't fail.\n\n\n*Doesn't work with async subfeatures.*\n "
maxItems: 5
response_as_dict:
type: boolean
default: true
description: "Optional : When set to **true** (default), the response is an object of responses with providers names as keys : <br> \n ``` {\"google\" : { \"status\": \"success\", ... }, } ``` <br>\n When set to **false** the response structure is a list of response objects : <br> \n ``` [{\"status\": \"success\", \"provider\": \"google\" ... }, ] ```. <br>\n "
attributes_as_list:
type: boolean
default: false
description: "Optional : When set to **false** (default) the structure of the extracted items is list of objects having different attributes : <br>\n ```{'items': [{\"attribute_1\": \"x1\",\"attribute_2\": \"y2\"}, ... ]}``` <br>\n When it is set to **true**, the response contains an object with each attribute as a list : <br>\n ```{ \"attribute_1\": [\"x1\",\"x2\", ...], \"attribute_2\": [y1, y2, ...]}``` "
show_base_64:
type: boolean
default: true
show_original_response:
type: boolean
default: false
description: "Optional : Shows the original response of the provider.<br>\n When set to **true**, a new attribute *original_response* will appear in the response object."
file:
type: string
format: binary
description: 'File to analyse in binary format to be used with *content-type*: **multipart/form-data** <br> **Does not work with application/json !**'
pattern: (?:jpg|jpeg|png|tiff)$
file_url:
type:
- string
- 'null'
format: uri
description: 'File **URL** to analyse to be used with with *content-type*: **application/json**.'
provider_params:
type: string
default: {}
description: Provider specific parameters
required:
- providers
StatusEnum:
enum:
- sucess
- fail
type: string
NestedBadRequest:
type: object
properties:
type:
type: string
message:
$ref: '#/components/schemas/FieldError'
required:
- message
- type
BadRequest:
type: object
properties:
error:
$ref: '#/components/schemas/NestedBadRequest'
required:
- error
securitySchemes:
FeatureApiAuth:
type: http
scheme: bearer
bearerFormat: JWT