Eden AI

Eden AI Background Removal API

The Background Removal API from Eden AI — 1 operation(s) for background removal.

Documentation GitHub OpenAPI

Operations 1

POST /image/background_removal/ Background Removal #

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OpenAPI Specification

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:
    BadRequest:
      type: object
      properties:
        error:
          $ref: '#/components/schemas/NestedBadRequest'
      required:
      - error
    NotFoundResponse:
      type: object
      properties:
        details:
          type: string
          default: Not Found
    FieldError:
      type: object
      properties:
        <parameter_name>:
          type: array
          items:
            type: string
      required:
      - <parameter_name>
    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
    Error:
      type: object
      properties:
        error:
          $ref: '#/components/schemas/NestedError'
      required:
      - error
    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_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
    StatusEnum:
      enum:
      - sucess
      - fail
      type: string
    NestedError:
      type: object
      properties:
        type:
          type: string
        message:
          type: string
      required:
      - message
      - type
    NestedBadRequest:
      type: object
      properties:
        type:
          type: string
        message:
          $ref: '#/components/schemas/FieldError'
      required:
      - message
      - type
  securitySchemes:
    FeatureApiAuth:
      type: http
      scheme: bearer
      bearerFormat: JWT