LocalAI

LocalAI Face Recognition API

The face-recognition API from LocalAI — 6 operation(s) for face-recognition.

Documentation GitHub OpenAPI

Operations 6

POST /v1/face/analyze Analyze demographic attributes (age, gender, ...) of faces #

POST /v1/face/embed Extract a face embedding from an image #

POST /v1/face/forget Remove a previously-registered face by ID #

POST /v1/face/identify Identify a face against the registered database (1:N recognition) #

POST /v1/face/register Register a face for 1:N identification #

POST /v1/face/verify Verify that two images depict the same person #

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OpenAPI Specification

openapi: 3.2.0
info:
  description: The LocalAI Rest API.
  title: LocalAI Face Recognition API
  contact:
    name: LocalAI
    url: https://localai.io
  license:
    name: MIT
    url: https://raw.githubusercontent.com/mudler/LocalAI/master/LICENSE
  version: 2.0.0
servers:
- url: /
tags:
- name: Face Recognition
paths:
  /v1/face/analyze:
    post:
      tags:
      - Face Recognition
      summary: Analyze demographic attributes (age, gender, ...) of faces
      responses:
        '200':
          description: Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/schema.FaceAnalyzeResponse'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/schema.FaceAnalyzeRequest'
        description: query params
        required: true
      operationId: postV1FaceAnalyze
      x-operation-id-source: derived
  /v1/face/embed:
    post:
      tags:
      - Face Recognition
      summary: Extract a face embedding from an image
      responses:
        '200':
          description: Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/schema.FaceEmbedResponse'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/schema.FaceEmbedRequest'
        description: query params
        required: true
      operationId: postV1FaceEmbed
      x-operation-id-source: derived
  /v1/face/forget:
    post:
      tags:
      - Face Recognition
      summary: Remove a previously-registered face by ID
      responses:
        '204':
          description: No Content
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/schema.FaceForgetRequest'
        description: query params
        required: true
      operationId: postV1FaceForget
      x-operation-id-source: derived
  /v1/face/identify:
    post:
      tags:
      - Face Recognition
      summary: Identify a face against the registered database (1:N recognition)
      responses:
        '200':
          description: Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/schema.FaceIdentifyResponse'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/schema.FaceIdentifyRequest'
        description: query params
        required: true
      operationId: postV1FaceIdentify
      x-operation-id-source: derived
  /v1/face/register:
    post:
      tags:
      - Face Recognition
      summary: Register a face for 1:N identification
      responses:
        '200':
          description: Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/schema.FaceRegisterResponse'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/schema.FaceRegisterRequest'
        description: query params
        required: true
      operationId: postV1FaceRegister
      x-operation-id-source: derived
  /v1/face/verify:
    post:
      tags:
      - Face Recognition
      summary: Verify that two images depict the same person
      responses:
        '200':
          description: Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/schema.FaceVerifyResponse'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/schema.FaceVerifyRequest'
        description: query params
        required: true
      operationId: postV1FaceVerify
      x-operation-id-source: derived
components:
  schemas:
    schema.FaceAnalyzeRequest:
      type: object
      properties:
        actions:
          description: subset of {"age","gender","emotion","race"}
          type: array
          items:
            type: string
        anti_spoofing:
          type: boolean
        img:
          type: string
        model:
          type: string
    schema.FacialArea:
      type: object
      properties:
        h:
          type: number
        w:
          type: number
        x:
          type: number
        y:
          type: number
    schema.FaceRegisterRequest:
      type: object
      properties:
        img:
          type: string
        labels:
          type: object
          additionalProperties:
            type: string
        model:
          type: string
        name:
          type: string
        store:
          description: vector store model; empty = local-store default
          type: string
    schema.FaceRegisterResponse:
      type: object
      properties:
        id:
          type: string
        name:
          type: string
        registered_at:
          type: string
    schema.FaceAnalyzeResponse:
      type: object
      properties:
        faces:
          type: array
          items:
            $ref: '#/components/schemas/schema.FaceAnalysis'
    schema.FaceIdentifyRequest:
      type: object
      properties:
        img:
          type: string
        model:
          type: string
        store:
          type: string
        threshold:
          description: optional cutoff on distance
          type: number
        top_k:
          type: integer
    schema.FaceEmbedResponse:
      type: object
      properties:
        dim:
          type: integer
        embedding:
          type: array
          items:
            type: number
        model:
          type: string
    schema.FaceIdentifyMatch:
      type: object
      properties:
        confidence:
          type: number
        distance:
          type: number
        id:
          type: string
        labels:
          type: object
          additionalProperties:
            type: string
        match:
          description: true when distance <= threshold
          type: boolean
        name:
          type: string
    schema.FaceIdentifyResponse:
      type: object
      properties:
        matches:
          type: array
          items:
            $ref: '#/components/schemas/schema.FaceIdentifyMatch'
    schema.FaceVerifyRequest:
      type: object
      properties:
        anti_spoofing:
          type: boolean
        img1:
          type: string
        img2:
          type: string
        model:
          type: string
        threshold:
          type: number
    schema.FaceAnalysis:
      type: object
      properties:
        age:
          type: number
        antispoof_score:
          type: number
        dominant_emotion:
          type: string
        dominant_gender:
          type: string
        dominant_race:
          type: string
        emotion:
          type: object
          additionalProperties:
            type: number
            format: float32
        face_confidence:
          type: number
        gender:
          type: object
          additionalProperties:
            type: number
            format: float32
        is_real:
          description: Liveness fields — see FaceVerifyResponse for why these are pointers.
          type: boolean
        race:
          type: object
          additionalProperties:
            type: number
            format: float32
        region:
          $ref: '#/components/schemas/schema.FacialArea'
    schema.FaceEmbedRequest:
      type: object
      properties:
        img:
          type: string
        model:
          type: string
    schema.FaceVerifyResponse:
      type: object
      properties:
        confidence:
          type: number
        distance:
          type: number
        img1_antispoof_score:
          type: number
        img1_area:
          $ref: '#/components/schemas/schema.FacialArea'
        img1_is_real:
          description: 'Liveness fields are only populated when the request set

            anti_spoofing=true. Pointers keep them fully absent from the

            JSON response otherwise, so callers can tell "not checked"

            apart from "checked and fake" (which would collapse to zero

            values with plain bool+omitempty).'
          type: boolean
        img2_antispoof_score:
          type: number
        img2_area:
          $ref: '#/components/schemas/schema.FacialArea'
        img2_is_real:
          type: boolean
        model:
          type: string
        processing_time_ms:
          type: number
        threshold:
          type: number
        verified:
          type: boolean
    schema.FaceForgetRequest:
      type: object
      properties:
        id:
          type: string
        model:
          type: string
        store:
          type: string
  securitySchemes:
    BearerAuth:
      type: apiKey
      name: Authorization
      in: header