Edge Impulse

Edge Impulse Post Processing API

The PostProcessing API from Edge Impulse — 3 operation(s) for postprocessing.

GitHub OpenAPI
Business capability
Artificial Intelligence Management BC-610.60

Operations 4

Each operation below carries the questions people ask an LLM about it and the instructions they give an agent to run it. Generated by API Evangelist overlay

GET /api/{projectId}/post-processing/{postProcessingId} Get a post-processing block's config · Get post-processing block config #
Ask an LLM
“How do I read the current settings of a post-processing block in my impulse?”
“What parameters is my post-processing block configured with?”
Tell an agent
Get the config of post-processing block {postProcessingId} in project {projectId}.
Show the post-processing parameters for block {postProcessingId}.
POST /api/{projectId}/post-processing/{postProcessingId} Configure a post-processing block · Set post-processing block config #
Ask an LLM
“Can I turn a post-processing block on or off and change its parameters?”
“Does saving post-processing settings overwrite values I leave out?”
Tell an agent
Enable post-processing block {postProcessingId} in project {projectId} with parameters {parameters}.
Set post-processing block {postProcessingId} enabled to {enabled}.
POST /api/{projectId}/post-processing/{postProcessingId}/samples/{sampleId} Check post-processing results for a sample · Check post-processing results for sample #
Ask an LLM
“Has post-processing already generated features for this sample?”
“How do I check a single sample's post-processing results for a model variant?”
Tell an agent
Check post-processing results for sample {sampleId} on block {postProcessingId} using the {variant} variant.
Look up whether sample {sampleId} in project {projectId} has post-processing features yet.
POST /api/{projectId}/post-processing/{postProcessingId}/samples/{sampleId}/classify Classify a sample with post-processing · Classify sample with post-processing #
Ask an LLM
“How do I run a classification on a sample with post-processing applied?”
“Can I try different post-processing configs when classifying a sample?”
Tell an agent
Classify sample {sampleId} with post-processing block {postProcessingId} using config {config}.
Run post-processed classification on sample {sampleId} in project {projectId} for the {variant} model variant.

Specifications

⚙
OpenAPI
https://raw.githubusercontent.com/api-evangelist/edge-impulse/refs/heads/main/openapi/edge-impulse-postprocessing-api-openapi.yml

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OpenAPI Specification

edge-impulse-postprocessing-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: Edge Impulse Post Processing API
  version: 1.0.0
servers:
- url: https://studio.edgeimpulse.com/v1
security:
- ApiKeyAuthentication: []
- JWTAuthentication: []
- JWTHttpHeaderAuthentication: []
- OAuth2: []
tags:
- name: PostProcessing
paths:
  /api/{projectId}/post-processing/{postProcessingId}:
    get:
      summary: Get post-processing block config
      description: Retrieve the configuration parameters for a post-processing block. Use the impulse functions to retrieve all post-processing blocks.
      operationId: getPostProcessingConfig
      x-oauth-scopes:
      - post-processing:read
      tags:
      - PostProcessing
      parameters:
      - $ref: '#/components/parameters/ProjectIdParameter'
      - $ref: '#/components/parameters/PostProcessingIdParameter'
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PostProcessingConfigResponse'
    post:
      summary: Set post-processing block config
      description: Set configuration parameters for a post-processing block. Only values set in the body will be overwritten.
      operationId: setPostProcessingConfig
      x-oauth-scopes:
      - post-processing:update
      tags:
      - PostProcessing
      parameters:
      - $ref: '#/components/parameters/ProjectIdParameter'
      - $ref: '#/components/parameters/PostProcessingIdParameter'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PostProcessingConfigRequest'
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GenericApiResponse'
  /api/{projectId}/post-processing/{postProcessingId}/samples/{sampleId}:
    post:
      summary: Check post-processing results for sample
      description: Retrieve post-processing results for a specific sample, e.g. whether it has generated features already.
      operationId: getPostProcessingResultsForSample
      x-oauth-scopes:
      - post-processing:read
      tags:
      - PostProcessing
      parameters:
      - $ref: '#/components/parameters/ProjectIdParameter'
      - $ref: '#/components/parameters/PostProcessingIdParameter'
      - $ref: '#/components/parameters/SampleIdParameter'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PostProcessingFeaturesForSampleRequest'
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GetPostProcessingResultsForSampleResponse'
  /api/{projectId}/post-processing/{postProcessingId}/samples/{sampleId}/classify:
    post:
      summary: Classify sample with post-processing
      description: Classify a sample using post-processing parameters. Sample should be in the post-processing dataset.
      operationId: generatePostProcessingFeaturesForSample
      x-oauth-scopes:
      - post-processing:run
      - jobs:run
      tags:
      - PostProcessing
      parameters:
      - $ref: '#/components/parameters/ProjectIdParameter'
      - $ref: '#/components/parameters/PostProcessingIdParameter'
      - $ref: '#/components/parameters/SampleIdParameter'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PostProcessingFeaturesForSampleRequest'
      responses:
        '200':
          description: OK
          content:
            application/json:
              schema:
                anyOf:
                - $ref: '#/components/schemas/GetPostProcessingFeaturesForSampleResponse'
                - $ref: '#/components/schemas/StartJobResponse'
components:
  parameters:
    SampleIdParameter:
      name: sampleId
      in: path
      required: true
      description: Sample ID
      schema:
        type: integer
    PostProcessingIdParameter:
      name: postProcessingId
      in: path
      required: true
      description: Post-processing Block ID, use the impulse functions to retrieve the ID
      schema:
        type: integer
    ProjectIdParameter:
      name: projectId
      in: path
      required: true
      description: Project ID
      schema:
        type: integer
  schemas:
    GetPostProcessingResultsForSampleResponse:
      allOf:
      - $ref: '#/components/schemas/GenericApiResponse'
      - type: object
        required:
        - hasResults
        properties:
          hasResults:
            type: string
            enum:
            - has-results
            - job-is-running
            - no-results
          results:
            type: object
            properties:
              objectTracking:
                $ref: '#/components/schemas/ObjectTrackingPostProcessingResult'
              objectDetection:
                $ref: '#/components/schemas/ObjectDetectionPostProcessingResult'
          jobIsRunning:
            type: object
            required:
            - jobId
            - config
            properties:
              jobId:
                type: integer
              config:
                $ref: '#/components/schemas/PostProcessingConfigRequest'
    ObjectDetectionPostProcessingObject:
      type: object
      required:
      - label
      - x
      - y
      - width
      - height
      - score
      properties:
        label:
          type: string
        x:
          type: number
        y:
          type: number
        width:
          type: number
        height:
          type: number
        score:
          type: number
    DSPGroupItem:
      type: object
      required:
      - name
      - type
      - param
      - defaultValue
      - readonly
      - shouldShow
      - required
      - showClickToSet
      properties:
        name:
          type: string
          example: Scale axes
        value:
          type: string
        defaultValue:
          type: string
        type:
          type: string
          example: text
        help:
          type: string
          example: Divide axes by this number
        param:
          type: string
          example: scale-axes
        selectOptions:
          type: array
          items:
            type: object
            properties:
              value:
                type: string
                description: What is the string that will be set if this option is selected?
              selected:
                type: boolean
              optionLabel:
                type: string
                description: What is the label that will be shown to the user for this option?
              priority:
                type: number
                description: The following options are optional.  See Learn Block Auto Config in Notion. Higher priority will get chosen based on limits below.
              romEstimate:
                type: number
                description: Estimated ROM footprint for this choice.  Will be tested against ROM budget in Studio.
              needsOps:
                type: array
                items:
                  type: string
                  description: ML operator needed by this choice.
              needsFeatures:
                type: array
                items:
                  type: string
                  description: Feature needed by this choice. (non op related)
        readonly:
          type: boolean
        shouldShow:
          type: boolean
        showIf:
          type: object
          required:
          - parameter
          - operator
          - value
          properties:
            parameter:
              type: string
            operator:
              type: string
              enum:
              - eq
              - neq
            value:
              type: string
        invalidText:
          type: string
        section:
          type: string
          description: Interface section to render parameter in.
          enum:
          - advanced
          - augmentation
          - modelProfiling
        multiline:
          type: boolean
          description: Only valid for type "string". Will render a multiline text area.
        required:
          type: boolean
        hint:
          type: string
          description: If set, shows a hint below the input.
        placeholder:
          type: string
          description: Sets the placeholder text on the input element (for types "string", "int", "float" and "secret")
        showClickToSet:
          type: boolean
          description: If enabled, render a disabled input element with 'Click to set'
        valid:
          type: array
          items:
            type: object
          description: Valid values for parameter.
        items:
          type: object
          description: Recursive definition for items of a parameter with type 'array'.
        properties:
          type: object
          description: Recursive definition for a parameter with type 'object'.
        minVal:
          type: number
          description: Minimum value for parameters of type 'int' or 'float'.
        maxVal:
          type: number
          description: Maximum value for parameters of type 'int' or 'float'.
    ObjectTrackingPostProcessingObject:
      type: object
      required:
      - label
      - id
      - x
      - y
      - width
      - height
      properties:
        label:
          type: string
        id:
          type: integer
        x:
          type: number
        y:
          type: number
        width:
          type: number
        height:
          type: number
    PostProcessingConfigResponse:
      allOf:
      - $ref: '#/components/schemas/GenericApiResponse'
      - $ref: '#/components/schemas/PostProcessingConfig'
    PostProcessingConfigRequest:
      type: object
      required:
      - enabled
      - parameters
      properties:
        enabled:
          type: boolean
        parameters:
          type: object
          additionalProperties:
            type: string
    GenericApiResponse:
      type: object
      required:
      - success
      properties:
        success:
          type: boolean
          description: Whether the operation succeeded
        error:
          type: string
          description: Optional error description (set if 'success' was false)
    GetPostProcessingFeaturesForSampleResponse:
      allOf:
      - $ref: '#/components/schemas/GenericApiResponse'
      - type: object
        required:
        - results
        properties:
          results:
            type: object
            properties:
              objectTracking:
                $ref: '#/components/schemas/ObjectTrackingPostProcessingResult'
              objectDetection:
                $ref: '#/components/schemas/ObjectDetectionPostProcessingResult'
    ObjectTrackingPostProcessingResult:
      type: object
      required:
      - frames
      - parameters
      properties:
        frames:
          type: array
          items:
            type: object
            required:
            - frameIndex
            - objects
            properties:
              frameIndex:
                type: integer
              objects:
                type: array
                items:
                  $ref: '#/components/schemas/ObjectTrackingPostProcessingObject'
        parameters:
          type: object
          additionalProperties:
            type: string
    ObjectDetectionPostProcessingResult:
      type: object
      required:
      - frames
      properties:
        frames:
          type: array
          items:
            type: object
            required:
            - frameIndex
            - objects
            properties:
              frameIndex:
                type: integer
              objects:
                type: array
                items:
                  $ref: '#/components/schemas/ObjectDetectionPostProcessingObject'
    StartJobResponse:
      allOf:
      - $ref: '#/components/schemas/GenericApiResponse'
      - type: object
        required:
        - id
        properties:
          id:
            type: integer
            description: Job identifier. Status updates will include this identifier.
            example: 12873488112
    KerasModelVariantEnum:
      type: string
      enum:
      - int8
      - float32
      - akida
    PostProcessingFeaturesForSampleRequest:
      type: object
      required:
      - config
      - variant
      properties:
        config:
          $ref: '#/components/schemas/PostProcessingConfigRequest'
        variant:
          $ref: '#/components/schemas/KerasModelVariantEnum'
    PostProcessingConfig:
      type: object
      required:
      - enabled
      - parameters
      properties:
        enabled:
          type: boolean
        parameters:
          type: array
          items:
            $ref: '#/components/schemas/DSPGroupItem'
  securitySchemes:
    ApiKeyAuthentication:
      type: apiKey
      in: header
      name: x-api-key
    JWTAuthentication:
      type: apiKey
      in: cookie
      name: jwt
    JWTHttpHeaderAuthentication:
      type: apiKey
      in: header
      name: x-jwt-token
    OAuth2:
      type: oauth2
      flows:
        authorizationCode:
          authorizationUrl: /v1/oauth/authorize
          tokenUrl: /v1/oauth/token
          scopes:
            openid: Access to basic profile information
            email: Access to email address
            profile: Access to full profile information
        implicit:
          authorizationUrl: /v1/oauth/authorize
          scopes:
            openid: Access to basic profile information
            email: Access to email address
            profile: Access to full profile information
        password:
          tokenUrl: /v1/oauth/token
          scopes:
            openid: Access to basic profile information
            email: Access to email address
            profile: Access to full profile information
        clientCredentials:
          tokenUrl: /v1/oauth/token
          scopes:
            openid: Access to basic profile information
            email: Access to email address
            profile: Access to full profile information