API v2.0 Guide - NHN Cloud User Guide

AI Service > Face Recognition > API v2.0 Guide

This document describes the APIs required for using Face Recognition API v2.0.
SecretKey authentication is added starting with the Face Recognition API v2.0.

API Common Information

Preparations

To use APIs, an integrated project Appkey or service Appkey is required.
- We recommend using the integrated project Appkey.
  - You can create and use the integrated project Appkey from the API security settings in the project settings page.
- You can check the Appkey and SecretKey in the URL & Appkey menu at the top of the console.

Request Common Information

The security key needs to be authenticated in order to use APIs.

[API domain]

Domain
https://face-recognition.api.nhncloudservice.com

[Header]

Name	Value	Description
Authorization	{secretKey}	Security key issued from the console

Input Image Guide

Face images must be at least 80x80 px in width and height.
- The face size must be at least 60*60 px to be eligible for facial recognition.
- As the image gets bigger, the minimum face size must get bigger as well for better facial recognition precision.
- The bigger the proportion of the face area in the image, the more precise the facial recognition.
In the input image, both left/right angle(Yaw) and up/down angle(Pitch) of the face must be 45 degrees or less.
Maximum size of image file: 3 MB (3,000,000 bytes)
Supported image formats: PNG, JPEG
If you specify a port directly in the image URL, only ports 80, 443, and 10000 to 12000 are available.

Common Response Information

Returns '200 OK' for all API requests. For more information on the response results, see Response Body Header.

[Response Body Header]

Name	Type	Description
header.isSuccessful	boolean	true: normal false: error
header.resultCode	int	0: normal bigger than 0: partial success negative number: error
header.resultMessage	string	"Success": normal other: returns error message

[Success response body example]

{
  "header": {
    "isSuccessful": true,
    "resultCode": 0,
    "resultMessage": "Success"
  }
}

[Failure response body example]

{
  "header": {
    "isSuccessful": false,
    "resultCode": -40000,
    "resultMessage": "InvalidParam"
  }
}

API Contents

Create Groups

This API creates groups. You can use Register Face to a created group to register faces.

Request

[URI]

Method	URI
POST	/v2.0/appkeys/{appKey}/groups

[Path Variable]

Name	Description
appKey	Integrated Appkey or service Appkey

[Request Body]

Name	Type	Required	Default value	Valid range	Examples	Description
groupId	string	O		[a-z0-9-] Max. 255 characters	"my-group"	Group ID registered by user

Request example

$ curl -X POST '{domain}/v2.0/appkeys/{appKey}/groups' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8' -d '{
    "groupId": "my-group"
}'

Response

[Response body header description omitted]
- This information is available in Common Response Information

Response body example

{
  "header": {
    "resultCode": 0,
    "resultMessage": "Success",
    "isSuccessful": true
  }
}

Error Codes

resultCode	resultMessage	Description
-40000	InvalidParam	The parameter contains an error
-40010	InvalidGroupID	Group ID error
-40020	DuplicatedGroupID	Duplicate group ID
-40070	ServiceQuotaExceededException	Exceeding the maximum number of groups you can create
-41005	UnauthorizedAppKeyOrSecretKey	Unauthorized Appkey or SecretKey
-50000	InternalServerError	Server error

Group List

This API views the list of groups.

Request

[URI]

Method	URI
GET	/v2.0/appkeys/{appKey}/groups

[Path Variable]

Name	Description
appKey	Integrated Appkey or service Appkey

[URL Parameter]

Name	Type	Required	Default value	Valid range	Examples	Description
limit	int	O		1 ~ 200	100	Max size
next-token	string				"skljsdioew..."	Value returned from 'Group list response body data' If the result is partially truncated, the next-token can be used to bring the rest of the result

Caution
- In the beginning, the next-token cannot exist.
- The token may disappear at a specific time or under specific conditions.
- Upon issuing the token, the limit becomes fixed.
Scenario example

Request example

$ curl -X GET '{domain}/v2.0/appkeys/{appKey}/groups?limit={limit}' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8'

Requested using the next-token contained in the 'Group list response body data'

Request example

$ curl -X GET '{domain}/v2.0/appkeys/{appKey}/groups?limit={limit}&next-token={next-token}' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8'

If the next-token exists, the limit cannot be changed, and it is auto-set to the value from when the token was issued

Response

[Response body header description omitted]
- This information is available in Common Response Information

[Response body data]

Name	Type	Required	Examples	Description
data.groupCount	int	O	2	Number of groups
data.groups[].groupId	string	O	"group-id"	Group ID registered by user
data.nextToken	string	O	"dlkj-210jwoivndslko9d..."	Token to be used for paging If the result is partially truncated, the next-token can be used to bring the rest of the result

Response body example

{
  "header": {
    "resultCode": 0,
    "resultMessage": "Success",
    "isSuccessful": true
  },
  "data": {
    "groupCount": 2,
    "groups": [
      {
        "groupId": "group-id"
      },
      {
        "groupId": "my-group"
      }
    ],
    "nextToken": "dlkj-210jwoivndslko9d..."
  }
}

Error Codes

resultCode	resultMessage	Description
-40000	InvalidParam	The parameter contains an error
-40040	InvalidTokenError	Invalid token used
-41005	UnauthorizedAppKeyOrSecretKey	Unauthorized Appkey or SecretKey
-50000	InternalServerError	Server error

Group Details

This API views details of a specific group, such as group ID, model version, number of faces registered in the group, etc.

Request

[URI]

Method	URI
GET	/v2.0/appkeys/{appKey}/groups/{group-id}

[Path Variable]

Name	Description
appKey	Integrated Appkey or service Appkey
group-id	Group ID registered by user [a-z0-9-] Max. 255 characters

Request example

$ curl -X GET '{domain}/v2.0/appkeys/{appKey}/groups/{group-id}' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8'

Response

[Response body header description omitted]
- This information is available in Common Response Information

[Response body data]

Name	Type	Required	Examples	Description
data.groupId	string	O	"group-id"	Group ID registered by user
data.createTime	string	O	"2020-11-04T12:36:24"	Time when the group was created
data.faceCount	int		365	Number of faces registered in the group

Response body example

{
  "header": {
    "resultCode": 0,
    "resultMessage": "Success",
    "isSuccessful": true
  },
  "data": {
    "groupId": "group-id",
    "createTime": "2020-09-29T14:34:12",
    "faceCount": 365
  }
}

Error Codes

resultCode	resultMessage	Description
-40000	InvalidParam	The parameter contains an error
-40030	NotFoundGroupError	Could not find the group ID
-41005	UnauthorizedAppKeyOrSecretKey	Unauthorized Appkey or SecretKey
-50000	InternalServerError	Server error

Delete Group

This API permanently deletes a group and all face information of the group.

Request

[URI]

Method	URI
DELETE	/v2.0/appkeys/{appKey}/groups/{group-id}

[Path Variable]

Name	Description
appKey	Integrated Appkey or service Appkey
group-id	Group ID registered by user [a-z0-9-] Max. 255 characters

Request example

$ curl -X DELETE '{domain}/v2.0/appkeys/{appKey}/groups/{group-id}' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8'

Response

[Response body header description omitted]
- This information is available in Common Response Information

Response body example

{
  "header": {
    "resultCode": 0,
    "resultMessage": "Success",
    "isSuccessful": true
  }
}

Error Codes

resultCode	resultMessage	Description
-40000	InvalidParam	The parameter contains an error
-40030	NotFoundGroupError	Could not find the group ID
-41005	UnauthorizedAppKeyOrSecretKey	Unauthorized Appkey or SecretKey
-50000	InternalServerError	Server error

Recognize Face

This API recognizes faces from input image.
Returns the position data of the face, eyes, nose, and moth and the confidence value from the recognized face.
Recognizes up to 20 faces from the input image in the order from the largest to smallest face.
The input image can be delivered via Base64-encoded image bytes or image url.
To find out more about input image, see Input Image Guide.

Request

[URI]

Method	URI
POST	/v2.0/appkeys/{appKey}/faces/detect

[Path Variable]

Name	Description
appKey	Integrated Appkey or service Appkey

[Request Body]

Content-Type: application/json

Name	Type	Required	Default value	Valid range	Examples	Description
image	object	O			-	Image used for face detection
image.url	string	△			"https://..."	Image URL
image.bytes	blob	△			"/0j3Ohdk==..."	Base64-encoded Image bytes
orientation	bool		true	true, false	false	Whether to use face orientation detection
mask	bool		true	true, false	false	Whether to use mask wear detection

Must have only one of either image.url or image.bytes.

Content-Type: multipart/form-data

Name	Type	Required	Default value	Valid range	Examples	Description
imageFile	file	O			image.png	Image file used for face detection
orientation	bool		true	true, false	false	Whether to use face orientation detection
mask	bool		true	true, false	false	Whether to use mask wear detection

Request example

$ curl -X POST '{domain}/v2.0/appkeys/{appKey}/faces/detect' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8' -d '{
    "image": {
        "url":"https://..."
    }
}'

$ curl -X POST -H 'Authorization: {secretKey}' -H 'Content-Type: multipart/form-data' -F imageFile=@image.png '{domain}/v2.0/appkeys/{appKey}/faces/detect'

Response

[Response body header description omitted]
- This information is available in Common Response Information

[Response body data]

Name	Type	Required	Examples	Description
data.faceDetailCount	int	O	1	Number of faces recognized
data.faceDetails[].bbox	object	O	-	Bounding box information of a face detected in the image
data.faceDetails[].bbox.x0	float	O	0.123	x0 coordinates of the face box detected in the image
data.faceDetails[].bbox.y0	float	O	0.123	y0 coordinates of the face box detected in the image
data.faceDetails[].bbox.x1	float	O	0.123	x1 coordinates of the face box detected in the image
data.faceDetails[].bbox.y1	float	O	0.123	y1 coordinates of the face box detected in the image
data.faceDetails[].landmarks	array	O	-	Facial characteristics
data.faceDetails[].landmarks[].type	string	O	"leftEye"	List of valid values: "leftEye", "rightEye", "nose", "leftLip", "rightLip"
data.faceDetails[].landmarks[].y	float	O	0.362	y coordinate of the facial characteristic
data.faceDetails[].landmarks[].x	float	O	0.362	x coordinate of the facial characteristic
data.faceDetails[].orientation	object		0.362	Face angle
data.faceDetails[].orientation.x	float		15.303436	Face left/right angle(Yaw)
data.faceDetails[].orientation.y	float		-9.222179	Face up/down angle(Pitch)
data.faceDetails[].orientation.z	float		-7.97249	Face angle compared to level surface(Roll)
data.faceDetails[].mask	boolean		false	Whether to wear a mask
data.faceDetails[].confidence	float	O	99.9123	Face recognition confidence

Response body example

{
  "header": {
    "resultCode": 0,
    "resultMessage": "Success",
    "isSuccessful": true
  },
  "data": {
    "faceDetailCount": 1,
    "faceDetails": [
      {
        "bbox": {
          "x0": 0.36,
          "y0": 0.21,
          "x1": 0.612,
          "y1": 0.715
        },
        "landmarks": [
          {
            "type": "leftEye",
            "x": 0.415,
            "y": 0.513
          },
          {
            "type": "rightEye",
            "x": 0.415,
            "y": 0.513
          },
          {
            "type": "nose",
            "x": 0.415,
            "y": 0.513
          },
          {
            "type": "leftLip",
            "x": 0.415,
            "y": 0.513
          },
          {
            "type": "rightLip",
            "x": 0.415,
            "y": 0.513
          }
        ],
        "orientation": {
          "x": 15.303436,
          "y": -9.222179,
          "z": -7.97249
        },
        "mask": false,
        "confidence": 99.8945155187
      }
    ]
  }
}

Error Codes

resultCode	resultMessage	Description
-40000	InvalidParam	The parameter contains an error
-41005	UnauthorizedAppKeyOrSecretKey	Unauthorized Appkey or SecretKey
-45020	ImageTooLargeException	Image size exceeded
-45030	InvalidImageBytesException	Invalid image bytes. Mainly due to incorrect Base64 encoding
-45040	InvalidImageFormatException	Unsupported image format
-45050	InvalidImageURLException	Invalid image URL
-45060	ImageTimeoutError	Image download timeout
-45080	InvalidImageFileException	Invalid image file format
-50000	InternalServerError	Server error

Register face

This API registers the face recognized from the input image to a certain group.
Recognizes the face box from the input image, and extracts the facial characteristics from the face box as vectors. As for the input image and the face recognized from the input image, neither is saved.
Extracted vector data gets saved in the database after encryption.
The saved vector data gets used as characteristic vectors for the Search face by face IDand Search face by image APIs.
The input image can be delivered via Base64-encoded image bytes or image url.
To find out more about input image, see Input Image Guide.
'imageId' is a value given for the input image, and the 'externalImageId' is a value which can be directly given by the user. The user can utilize 'imageId' and 'externalImageId' to perform labeling for the image or face ID from the user-end, and they can also be used on their own like indexes.
'imageId' and 'externalImageId' are returned from the response of the Face list within a group and Search face by face ID and Search face by image APIs.
Up to 100,000 faces can be registered per single group.

Request

[URI]

Method	URI
POST	/v2.0/appkeys/{appKey}/groups/{group-id}/faces

[Path Variable]

Name	Description
appKey	Integrated Appkey or service Appkey
group-id	Group ID registered by user [a-z0-9-] Max. 255 characters

[Request Body]

Content-Type: application/json

Name	Type	Required	Default value	Valid range	Examples	Description
image	object	O			-	Image used for face registration
image.url	string	△			"https://..."	Image URL
image.bytes	blob	△			"/0j3Ohdk==..."	Base64-encoded Image bytes
limit	int	O		1~20	3	Max number of faces to register in the group after sorting the faces recognized from the input image in order of largest to smallest
externalImageId	string			[a-zA-Z0-9_.-:] Max. 255 characters	"image01.jsp"	Values provided by user to create a label for an image or face ID
orientation	bool		true	true, false	false	Whether to use face orientation detection
mask	bool		true	true, false	false	Whether to use mask wear detection

Must have only one of either image.url or image.bytes.

Content-Type: multipart/form-data

Name	Type	Required	Default value	Valid range	Examples	Description
imageFile	file	O			image.png	Image file used for face registration
limit	int	O		1~20	3	Max number of faces to register in the group after sorting the faces recognized from the input image in order of largest to smallest
externalImageId	string			[a-zA-Z0-9_.-:] Max. 255 characters	"image01.jsp"	Values provided by user to create a label for an image or face ID
orientation	bool		true	true, false	false	Whether to use face orientation detection
mask	bool		true	true, false	false	Whether to use mask wear detection

Request example

$ curl -X POST '{domain}/v2.0/appkeys/{appKey}/groups/{group-id}/faces' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8' -d '{
    "image": {
        "url": "https://..."
    },
    "externalImageId": "image01.jpg",
    "limit": 3
}'

$ curl -X POST -H 'Authorization: {secretKey}' -H 'Content-Type: multipart/form-data' -F imageFile=@image.png -F externalImageId=image01.jsp -F limit=3 '{domain}/v2.0/appkeys/{appKey}/groups/{group-id}/faces'

Response

[Response body header description omitted]
- This information is available in Common Response Information

[Response body data]

Name	Type	Required	Examples	Description
data.addedFaceCount	int	O	1	Number of faces registered
data.addedFaces[].bbox	object	O	-	Bounding box information of a face detected in the image
data.addedFaces[].bbox.x0	float	O	0.123	x0 coordinates of the face box detected in the image
data.addedFaces[].bbox.y0	float	O	0.123	y0 coordinates of the face box detected in the image
data.addedFaces[].bbox.x1	float	O	0.123	x1 coordinates of the face box detected in the image
data.addedFaces[].bbox.y1	float	O	0.123	y1 coordinates of the face box detected in the image
data.addedFaces[].faceId	string	O	"9297db50-d4f2-c6b8-ea05-edf2013089fd"	Face ID
data.addedFaces[].imageId	string	O	"87db50d4-f2c6-b8ea-05ed-9f201309fd92"	Image ID There can be multiple face IDs per image ID
data.addedFaces[].externalImageId	string		"image01.jpg"	Values delivered by request
data.addedFaces[].confidence	float	O	99.9123	Face recognition confidence
data.addedFaceDetails[].bbox	object	O	-	Bounding box information of a face detected in the image
data.addedFaceDetails[].bbox.x0	float	O	0.123	x0 coordinates of the face box detected in the image
data.addedFaceDetails[].bbox.y0	float	O	0.123	y0 coordinates of the face box detected in the image
data.addedFaceDetails[].bbox.x1	float	O	0.123	x1 coordinates of the face box detected in the image
data.addedFaceDetails[].bbox.y1	float	O	0.123	y1 coordinates of the face box detected in the image
data.addedFaceDetails[].landmarks	array	O	-	Facial characteristics
data.addedFaceDetails[].landmarks[].type	string	O	"leftEye"	List of valid values: "leftEye", "rightEye", "nose", "leftLip", "rightLip"
data.addedFaceDetails[].landmarks[].y	float	O	0.362	y coordinate of the facial characteristic
data.addedFaceDetails[].landmarks[].x	float	O	0.362	x coordinate of the facial characteristic
data.addedFaceDetails[].orientation	object		0.362	Face angle
data.addedFaceDetails[].orientation.x	float		15.303436	Face left/right angle(Yaw)
data.addedFaceDetails[].orientation.y	float		-9.222179	Face up/down angle(Pitch)
data.addedFaceDetails[].orientation.z	float		-7.97249	Face angle compared to level surface(Roll)
data.addedFaceDetails[].mask	boolean		false	Whether to wear a mask
data.addedFaceDetails[].confidence	float	O	99.9123	Face recognition confidence
data.notAddedFaceCount	int	O	1	Number of faces not registered
data.notAddedFaces[].bbox	object	O	-	Bounding box information of a face detected in the image
data.notAddedFaces[].bbox.x0	float	O	0.123	x0 coordinates of the face box detected in the image
data.notAddedFaces[].bbox.y0	float	O	0.123	y0 coordinates of the face box detected in the image
data.notAddedFaces[].bbox.x1	float	O	0.123	x1 coordinates of the face box detected in the image
data.notAddedFaces[].bbox.y1	float	O	0.123	y1 coordinates of the face box detected in the image
data.notAddedFaces[].landmarks	array	O	-	Facial characteristics
data.notAddedFaces[].landmarks[].type	string	O	"leftEye"	List of valid values: "leftEye", "rightEye", "nose", "leftLip", "rightLip"
data.notAddedFaces[].landmarks[].x	float	O	0.362	x coordinate of the facial characteristic
data.notAddedFaces[].landmarks[].y	float	O	0.362	y coordinate of the facial characteristic
data.notAddedFaces[].orientation	object		0.362	Face angle
data.notAddedFaces[].orientation.x	float		15.303436	Face left/right angle(Yaw)
data.notAddedFaces[].orientation.y	float		-9.222179	Face up/down angle(Pitch)
data.notAddedFaces[].orientation.z	float		-7.97249	Face angle compared to level surface(Roll)
data.notAddedFaces[].mask	boolean		false	Whether to wear a mask
data.notAddedFaces[].confidence	float	O	99.9123	Face recognition confidence

data.addedFacesDetails is the detailed information of data.addedFaces, which does not include duplicate elements and is not stored separately.

Response body example

{
  "header": {
    "resultCode": 0,
    "resultMessage": "Success",
    "isSuccessful": true
  },
  "data": {
    "addedFaceCount": 1,
    "addedFaces": [
      {
        "faceId": "87db50d4-f2c6-b8ea-05ed-9f201309fd92",
        "imageId": "9297db50-d4f2-c6b8-ea05-edf2013089fd",
        "externalImageId": "image01.jpg",
        "bbox": {
          "x0": 0.36,
          "y0": 0.21,
          "x1": 0.612,
          "y1": 0.715
        },
        "confidence": 99.8945155187
      }
    ],
    "addedFaceDetails": [
      {
        "bbox": {
          "x0": 0.36,
          "y0": 0.21,
          "x1": 0.612,
          "y1": 0.715
        },
        "landmarks": [
          {
            "type": "leftEye",
            "x": 0.415,
            "y": 0.513
          },
          {
            "type": "rightEye",
            "x": 0.415,
            "y": 0.513
          },
          {
            "type": "nose",
            "x": 0.415,
            "y": 0.513
          },
          {
            "type": "leftLip",
            "x": 0.415,
            "y": 0.513
          },
          {
            "type": "rightLip",
            "x": 0.415,
            "y": 0.513
          }
        ],
        "orientation": {
          "x": 15.303436,
          "y": -9.222179,
          "z": -7.97249
        },
        "mask": false,
        "confidence": 99.8945155187
      }
    ],
    "notAddedFaceCount": 1,
    "notAddedFaces": [
      {
        "bbox": {
          "x0": 0.36,
          "y0": 0.21,
          "x1": 0.612,
          "y1": 0.715
        },
        "landmarks": [
          {
            "type": "leftEye",
            "x": 0.415,
            "y": 0.513
          },
          {
            "type": "rightEye",
            "x": 0.415,
            "y": 0.513
          },
          {
            "type": "nose",
            "x": 0.415,
            "y": 0.513
          },
          {
            "type": "leftLip",
            "x": 0.415,
            "y": 0.513
          },
          {
            "type": "rightLip",
            "x": 0.415,
            "y": 0.513
          }
        ],
        "orientation": {
          "x": 15.303436,
          "y": -9.222179,
          "z": -7.97249
        },
        "mask": false,
        "confidence": 99.8945155187
      }
    ]
  }
}

Error Codes

resultCode	resultMessage	Description
40070	ServiceQuotaExceededPartialSuccessException	Not all faces were registered because the max number of faces allowed for a single group has been exceeded
-40000	InvalidParam	The parameter contains an error
-40030	NotFoundGroupError	Could not find the group ID
-40070	ServiceQuotaExceededException	Exceeds the max number of faces which can be registered for a single group
-41005	UnauthorizedAppKeyOrSecretKey	Unauthorized Appkey or SecretKey
-45020	ImageTooLargeException	Image size exceeded
-45030	InvalidImageBytesException	Invalid image bytes. Mainly due to incorrect Base64 encoding
-45040	InvalidImageFormatException	Unsupported image format
-45050	InvalidImageURLException	Invalid image URL
-45060	ImageTimeoutError	Image download timeout
-45080	InvalidImageFileException	Invalid image file format
-50000	InternalServerError	Server error

Delete Face

This API deletes specific registered faces from the group.

Request

[URI]

Method	URI
DELETE	/v2.0/appkeys/{appKey}/groups/{group-id}/faces/{face-id}

[Path Variable]

Name	Description
appKey	Integrated Appkey or service Appkey
group-id	Group ID registered by user [a-z0-9-] Max. 255 characters
face-id	Registered face ID

Request example

$ curl -X DELETE '{domain}/v2.0/appkeys/{appKey}/groups/{group-id}/faces/{face-id}' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8'

Response

[Response body header description omitted]
- This information is available in Common Response Information

Response body example

{
  "header": {
    "resultCode": 0,
    "resultMessage": "Success",
    "isSuccessful": true
  }
}

Error Codes

resultCode	resultMessage	Description
-40000	InvalidParam	The parameter contains an error
-40030	NotFoundGroupError	Could not find the group ID
-40050	NotFoundFaceIDError	Could not find the face ID
-41005	UnauthorizedAppKeyOrSecretKey	Unauthorized Appkey or SecretKey
-50000	InternalServerError	Server error

List of Faces within Group

This API views the face info list registered for a specific group.
Returns the face info array in order of most recently registered.

Request

[URI]

Method	URI
GET	/v2.0/appkeys/{appKey}/groups/{group-id}/faces

[Path Variable]

Name	Description
appKey	Integrated Appkey or service Appkey
group-id	Group ID registered by user [a-z0-9-] Max. 255 characters

[URL Parameter]

Name	Type	Required	Default value	Valid range	Examples	Description
limit	int	O		1 ~ 200	100	Max size
next-token	string				"skljsdioew..."	Value returned from 'Group list response body data' If the result is partially truncated, the next-token can be used to bring the rest of the result

Caution
- In the beginning, the next-token cannot exist.
- The token may disappear at a specific time or under specific conditions.
- Upon issuing the token, the limit becomes fixed.

Request example

$ curl -X GET '{domain}/v2.0/appkeys/{appKey}/groups/{group-id}/faces?limit={limit}' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8'

Requested using the next-token contained in the 'Group list response body data'

Request example

$ curl -X GET '{domain}/v2.0/appkeys/{appKey}/groups/{group-id}/faces?limit={limit}&next-token={next-token}' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8'

If the next-token exists, the limit cannot be changed, and it is auto-set to the value from when the token was issued

Response

[Response body header description omitted]
- This information is available in Common Response Information

[Response body data]

Name	Type	Required	Examples	Description
data.faceCount	int	O	2	Number of faces registered in the group
data.faces[].bbox	object	O	-	Bounding box information of a face in the image used for face registration
data.faces[].bbox.x0	float	O	0.123	x0 coordinates of the face box detected in the image
data.faces[].bbox.y0	float	O	0.123	y0 coordinates of the face box detected in the image
data.faces[].bbox.x1	float	O	0.123	x1 coordinates of the face box detected in the image
data.faces[].bbox.y1	float	O	0.123	y1 coordinates of the face box detected in the image
data.faces[].confidence	float	O	99.9123	Recognition confidence of a face in the image used for face registration
data.faces[].faceId	string	O	"9297db50-d4f2-c6b8-ea05-edf2013089fd"	Face ID
data.faces[].imageId	string	O	"87db50d4-f2c6-b8ea-05ed-9f201309fd92"	Image ID There can be multiple face IDs per image ID
data.faces[].externalImageId	string		"image01.jpg"	Values registered in the image by user
data.nextToken	string	O	"dlkj-210jwoivndslko9d..."	Token to be used for paging If the result is partially truncated, the next-token can be used to bring the rest of the result

Response body example

{
  "header": {
    "resultCode": 0,
    "resultMessage": "Success",
    "isSuccessful": true
  },
  "data": {
    "faceCount": 2,
    "faces": [
      {
        "faceId": "17db50d4-f2c6-b8ea-05ed-9f201309fd92",
        "imageId": "9297db50-d4f2-c6b8-ea05-edf2013089fd",
        "externalImageId": "image01.jpg",
        "bbox": {
          "x0": 0.36,
          "y0": 0.21,
          "x1": 0.612,
          "y1": 0.715
        },
        "confidence": 99.8945155187
      },
      {
        "faceId": "87db50d4-f2c6-b8ea-05ed-9f201309fd92",
        "imageId": "9297db50-d4f2-c6b8-ea05-edf2013089fd",
        "externalImageId": "image01.jpg",
        "bbox": {
          "x0": 0.36,
          "y0": 0.21,
          "x1": 0.612,
          "y1": 0.715
        },
        "confidence": 99.8945155187
      }
    ],
    "nextToken": "dlkj-210jwoivndslko9d..."
  }
}

Error Codes

resultCode	resultMessage	Description
-40000	InvalidParam	The parameter contains an error
-40030	NotFoundGroupError	Could not find the group ID
-40040	InvalidTokenError	Invalid token used
-41005	UnauthorizedAppKeyOrSecretKey	Unauthorized Appkey or SecretKey
-50000	InternalServerError	Server error

Search face by face ID

This API searches for faces from a specific group using the face ID.
Returns the array of the face info in order of the most to least similar.

Request

[URI]

Method	URI
GET	/v2.0/appkeys/{appKey}/groups/{group-id}/faces/{face-id}/search

[Path Variable]

Name	Description
appKey	Integrated Appkey or service Appkey
group-id	Group ID registered by user [a-z0-9-] Max. 255 characters
face-id	Face ID to compare

[URL Parameter]

Name	Type	Required	Default value	Valid range	Examples	Description
limit	int	O		1~100	100	Max size
threshold	int	O		1~100	90	A similarity reference value that determines a match

Request example

$ curl -X GET '{domain}/v2.0/appkeys/{appKey}/groups/{group-id}/faces/{face-id}/search?limit={limit}&threshold={threshold}' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8'

Response

[Response body header description omitted]
- This information is available in Common Response Information

[Response body data]

Name	Type	Required	Examples	Description
data.matchFaceCount	int	O	2	Number of faces matching the largest face detected in the input image
data.matchFaces[].face.bbox	object	O	-	Bounding box information of a face in the image used for face registration
data.matchFaces[].face.bbox.x0	float	O	0.123	x0 coordinates of the face box detected in the image
data.matchFaces[].face.bbox.y0	float	O	0.123	y0 coordinates of the face box detected in the image
data.matchFaces[].face.bbox.x1	float	O	0.123	x1 coordinates of the face box detected in the image
data.matchFaces[].face.bbox.y1	float	O	0.123	y1 coordinates of the face box detected in the image
data.matchFaces[].face.confidence	float	O	99.9123	Recognition confidence of a face in the image used for face registration
data.matchFaces[].face.faceId	string	O	"9297db50-d4f2-c6b8-ea05-edf2013089fd"	Face ID
data.matchFaces[].face.imageId	string	O	"87db50d4-f2c6-b8ea-05ed-9f201309fd92"	Image ID There can be multiple face IDs per image ID
data.matchFaces[].face.externalImageId	string		"image01.jpg"	Values registered in the image by user
data.matchFaces[].similarity	float	O	98.156	Similarity value between 0 and 100

Response body example

{
  "header": {
    "resultCode": 0,
    "resultMessage": "Success",
    "isSuccessful": true
  },
  "data": {
    "matchFaceCount": 2,
    "matchFaces": [
      {
        "face": {
          "faceId": "87db50d4-f2c6-b8ea-05ed-9f201309fd92",
          "imageId": "9297db50-d4f2-c6b8-ea05-edf2013089fd",
          "externalImageId": "image01.jpg",
          "bbox": {
            "x0": 0.36,
            "y0": 0.21,
            "x1": 0.612,
            "y1": 0.715
          },
          "confidence": 99.8945155187
        },
        "similarity": 99.8945155187
      },
      {
        "face": {
          "faceId": "17db50d4-f2c6-b8ea-05ed-9f201309fd92",
          "imageId": "9297db50-d4f2-c6b8-ea05-edf2013089fd",
          "externalImageId": "image01.jpg",
          "bbox": {
            "x0": 0.36,
            "y0": 0.21,
            "x1": 0.612,
            "y1": 0.715
          },
          "confidence": 99.8945155187
        },
        "similarity": 79.8945155187
      }
    ]
  }
}

Error Codes

resultCode	resultMessage	Description
-40000	InvalidParam	The parameter contains an error
-40030	NotFoundGroupError	Could not find the group ID
-40050	NotFoundFaceIDError	Could not find the face ID
-41005	UnauthorizedAppKeyOrSecretKey	Unauthorized Appkey or SecretKey
-50000	InternalServerError	Server error

Search face by image

Uses the largest face recognized from the input image to compare if it matches a face from a specific group.
The input image can be delivered via Base64-encoded image bytes or image url.
To find out more about input image, see Input Image Guide.
Returns the array of the face info in order of the most to least similar.

Request

[URI]

Method	URI
POST	/v2.0/appkeys/{appKey}/groups/{group-id}/faces/search

[Path Variable]

Name	Description
appKey	Integrated Appkey or service Appkey
group-id	Group id registered by user [a-z0-9-] Up to 255 characters

[Request Body]

Content-Type: application/json

Name	Type	Required	Default value	Valid range	Examples	Description
image	object	O			-	Image used for face search
image.url	string	△			"https://..."	Image URL
image.bytes	blob	△			"/0j3Ohdk==..."	Base64-encoded Image bytes
limit	int	O		1~100	100	Max size
threshold	int	O		1~100	90	A similarity reference value that determines a match
orientation	bool		true	true, false	false	Whether to use face orientation detection
mask	bool		true	true, false	false	Whether to use mask wear detection

Must have only one of either image.url or image.bytes.

Content-Type: multipart/form-data

Name	Type	Required	Default value	Valid range	Examples	Description
imageFile	file	O			image.png	Image file used for face search
limit	int	O		1~100	100	Max size
threshold	int	O		1~100	90	A similarity reference value that determines a match
orientation	bool		true	true, false	false	Whether to use face orientation detection
mask	bool		true	true, false	false	Whether to use mask wear detection

Request example

$ curl -X POST '{domain}/v2.0/appkeys/{appKey}/groups/{group-id}/faces/search' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8' -d '{
    "image": {
        "url": "https://..."
    },
    "limit": 100
    "threshold": 90
}'

$ curl -X POST -H 'Authorization: {secretKey}' -H 'Content-Type: multipart/form-data' -F imageFile=@image.png -F limit=100 threshold=90 '{domain}/v2.0/appkeys/{appKey}/groups/{group-id}/faces/search'

Response

[Response body header description omitted]
- This information is available in Common Response Information

[Response body data]

Name	Type	Required	Examples	Description
data.matchFaceCount	int	O	2	Number of faces matching the largest face detected in the input image
data.matchFaces[].face.bbox	object	O	-	Bounding box information of a face in the image used for face registration
data.matchFaces[].face.bbox.x0	float	O	0.123	x0 coordinates of the face box detected in the image
data.matchFaces[].face.bbox.y0	float	O	0.123	y0 coordinates of the face box detected in the image
data.matchFaces[].face.bbox.x1	float	O	0.123	x1 coordinates of the face box detected in the image
data.matchFaces[].face.bbox.y1	float	O	0.123	y1 coordinates of the face box detected in the image
data.matchFaces[].face.confidence	float	O	99.9123	Recognition confidence of a face in the image used for face registration
data.matchFaces[].face.faceId	string	O	"9297db50-d4f2-c6b8-ea05-edf2013089fd"	Face ID
data.matchFaces[].face.imageId	string	O	"87db50d4-f2c6-b8ea-05ed-9f201309fd92"	Image ID There can be multiple face IDs per image ID
data.matchFaces[].face.externalImageId	string		"image01.jpg"	Values registered in the image by user
data.matchFaces[].similarity	float	O	98.156	Similarity value between 0 and 100
data.sourceFace.bbox	object	O	-	Bounding box information of the largest face detected in the input image
data.sourceFace.bbox.x0	float	O	0.123	x0 coordinates of the face box detected in the image
data.sourceFace.bbox.y0	float	O	0.123	y0 coordinates of the face box detected in the image
data.sourceFace.bbox.x1	float	O	0.123	x1 coordinates of the face box detected in the image
data.sourceFace.bbox.y1	float	O	0.123	y1 coordinates of the face box detected in the image
data.sourceFace.landmarks	array	O	-	Facial characteristics
data.sourceFace.landmarks[].type	string	O	"leftEye"	List of valid values: "leftEye", "rightEye", "nose", "leftLip", "rightLip"
data.sourceFace.landmarks[].y	float	O	0.362	y coordinate of the facial characteristic
data.sourceFace.landmarks[].x	float	O	0.362	x coordinate of the facial characteristic
data.sourceFace.orientation	object		0.362	Face angle
data.sourceFace.orientation.x	float		15.303436	Face left/right angle(Yaw)
data.sourceFace.orientation.y	float		-9.222179	Face up/down angle(Pitch)
data.sourceFace.orientation.z	float		-7.97249	Face angle compared to level surface(Roll)
data.sourceFace.mask	boolean		false	Whether to wear a mask
data.sourceFace.confidence	float	O	99.9123	Recognition confidence of the largest face detected in the input image

Response body example

{
  "header": {
    "resultCode": 0,
    "resultMessage": "Success",
    "isSuccessful": true
  },
  "data": {
    "matchFaceCount": 2,
    "matchFaces": [
      {
        "face": {
          "faceId": "87db50d4-f2c6-b8ea-05ed-9f201309fd92",
          "imageId": "9297db50-d4f2-c6b8-ea05-edf2013089fd",
          "externalImageId": "image01.jpg",
          "bbox": {
            "x0": 0.36,
            "y0": 0.21,
            "x1": 0.612,
            "y1": 0.715
          },
          "confidence": 99.8945155187
        },
        "similarity": 99.8945155187
      },
      {
        "face": {
          "faceId": "17db50d4-f2c6-b8ea-05ed-9f201309fd92",
          "imageId": "9297db50-d4f2-c6b8-ea05-edf2013089fd",
          "externalImageId": "image01.jpg",
          "bbox": {
            "x0": 0.36,
            "y0": 0.21,
            "x1": 0.612,
            "y1": 0.715
          },
          "confidence": 99.8945155187
        },
        "similarity": 79.8945155187
      }
    ],
    "sourceFace": {
      "bbox": {
        "x0": 0.26785714285714285,
        "y0": 0.22767857142857142,
        "x1": 0.7366071428571429,
        "y1": 0.8660714285714286
      },
      "landmarks": [
        {
          "type": "leftEye",
          "x": 0.39285714285714285,
          "y": 0.47767857142857145
        },
        {
          "type": "rightEye",
          "x": 0.6071428571428571,
          "y": 0.4732142857142857
        },
        {
          "type": "nose",
          "x": 0.5,
          "y": 0.6026785714285714
        },
        {
          "type": "leftLip",
          "x": 0.41964285714285715,
          "y": 0.7276785714285714
        },
        {
          "type": "rightLip",
          "x": 0.5758928571428571,
          "y": 0.7276785714285714
        }
      ],
      "orientation": {
        "x": 1.400425,
        "y": 6.624787,
        "z": -2.08028
      },
      "mask": false,
      "confidence": 0.999894
    }
  }
}

Error Codes

resultCode	resultMessage	Description
-40000	InvalidParam	The parameter contains an error
-40030	NotFoundGroupError	Could not find the group ID
-41005	UnauthorizedAppKeyOrSecretKey	Unauthorized Appkey or SecretKey
-45020	ImageTooLargeException	Image size exceeded
-45030	InvalidImageBytesException	Invalid image bytes. Mainly due to incorrect Base64 encoding
-45040	InvalidImageFormatException	Unsupported image format
-45050	InvalidImageURLException	Invalid image URL
-45060	ImageTimeoutError	Image download timeout
-45080	InvalidImageFileException	Invalid image file format
-50000	InternalServerError	Server error

Compare Faces

Compares the similarity of the faces recognized from the reference image(sourceImage) and comparison image(targetImage).
Out of the faces recognized from the reference image, only the largest face(source face) is used.
The input image can be delivered via Base64-encoded image bytes or image url.
To find out more about input image, see Input Image Guide.
Returns the array of the face info in order of the most to least similar.

Request

[URI]

Method	URI
POST	/v2.0/appkeys/{appKey}/faces/compare

[Path Variable]

Name	Description
appKey	Integrated Appkey or service Appkey

[Request Body]

Content-Type: application/json

Name	Type	Required	Default value	Valid range	Examples	Description
sourceImage	object	O			-	Reference image for facial comparison (=referenceImage)
sourceImage.url	string	△			"https://..."	Image URL
sourceImage.bytes	blob	△			"/0j3Ohdk==..."	Base64-encoded Image bytes
targetImage	object	O			-	Image containing the target face for comparison (=comparisonImage)
targetImage.url	string	△			"https://..."	Image URL
targetImage.bytes	blob	△			"/0j3Ohdk==..."	Base64-encoded Image bytes
threshold	int	O		1~100	90	A similarity reference value that determines a match
orientation	bool		true	true, false	false	Whether to use face orientation detection
mask	bool		true	true, false	false	Whether to use mask wear detection

Must have only either sourceImage.url or sourceImage.bytes.
Must have only either targetImage.url or targetImage.bytes.

Content-Type: multipart/form-data

Name	Type	Required	Default value	Valid range	Examples	Description
sourceImageFile	object	O			sourceImage.png	Reference image file for facial comparison (=referenceImage)
targetImageFile	object	O			targetImage.png	Image file containing the target face for comparison (=comparisonImage)
threshold	int	O		1~100	90	A similarity reference value that determines a match
orientation	bool		true	true, false	false	Whether to use face orientation detection
mask	bool		true	true, false	false	Whether to use mask wear detection

Request example

$ curl -X POST '{domain}/v2.0/appkeys/{appKey}/faces/compare' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8' -d '{
    "sourceImage": {
        "url": "https://..."
    },
    "targetImage": {
        "url": "https://..."
    }
}'

$ curl -X POST -H 'Authorization: {secretKey}' -H 'Content-Type: multipart/form-data' -F sourceImage=@sourceImage.png -F targetImage=@targetImage.png -F threshold=90 '{domain}/v2.0/appkeys/{appKey}/faces/compare'

Response

[Response body header description omitted]
- This information is available in Common Response Information

[Response body data]

Name	Type	Required	Examples	Description
data.matchedFaceDetailCount	int	O	1	Number of matched faces
data.matchedFaceDetails[].faceDetail.bbox	object	O	-	Bounding box information of a face detected in the image
data.matchedFaceDetails[].faceDetail.bbox.x0	float	O	0.123	x0 coordinates of the face box detected in the image
data.matchedFaceDetails[].faceDetail.bbox.y0	float	O	0.123	y0 coordinates of the face box detected in the image
data.matchedFaceDetails[].faceDetail.bbox.x1	float	O	0.123	x1 coordinates of the face box detected in the image
data.matchedFaceDetails[].faceDetail.bbox.y1	float	O	0.123	y1 coordinates of the face box detected in the image
data.matchedFaceDetails[].faceDetail.landmarks	array	O	-	Facial characteristics
data.matchedFaceDetails[].faceDetail.landmarks[].type	string	O	"leftEye"	List of valid values: "leftEye", "rightEye", "nose", "leftLip", "rightLip"
data.matchedFaceDetails[].faceDetail.landmarks[].x	float	O	0.362	x coordinate of the facial characteristic
data.matchedFaceDetails[].faceDetail.landmarks[].y	float	O	0.362	y coordinate of the facial characteristic
data.matchedFaceDetails[].faceDetail.orientation	object		0.362	Face angle
data.matchedFaceDetails[].faceDetail.orientation.x	float		15.303436	Face left/right angle(Yaw)
data.matchedFaceDetails[].faceDetail.orientation.y	float		-9.222179	Face up/down angle(Pitch)
data.matchedFaceDetails[].faceDetail.orientation.z	float		-7.97249	Face angle compared to level surface(Roll)
data.matchedFaceDetails[].mask	boolean		false	Whether to wear a mask
data.matchedFaceDetails[].faceDetail.confidence	float	O	99.9123	Face recognition confidence
data.matchedFaceDetails[].similarity	float	O	98.156	Similarity value between 0 and 100
data.unmatchedFaceDetailCount	int	O	1	Number of unmatched faces
data.unmatchedFaceDetails[].faceDetail.bbox	object	O	-	Bounding box information of a face detected in the image
data.unmatchedFaceDetails[].faceDetail.bbox.x0	float	O	0.123	x0 coordinates of the face box detected in the image
data.unmatchedFaceDetails[].faceDetail.bbox.y0	float	O	0.123	y0 coordinates of the face box detected in the image
data.unmatchedFaceDetails[].faceDetail.bbox.x1	float	O	0.123	x1 coordinates of the face box detected in the image
data.unmatchedFaceDetails[].faceDetail.bbox.y1	float	O	0.123	y1 coordinates of the face box detected in the image
data.unmatchedFaceDetails[].faceDetail.landmarks	array	O	-	Facial characteristics
data.unmatchedFaceDetails[].faceDetail.landmarks[].type	string	O	"leftEye"	List of valid values: "leftEye", "rightEye", "nose", "leftLip", "rightLip"
data.unmatchedFaceDetails[].faceDetail.landmarks[].x	float	O	0.362	x coordinate of the facial characteristic
data.unmatchedFaceDetails[].faceDetail.landmarks[].y	float	O	0.362	y coordinate of the facial characteristic
data.unmatchedFaceDetails[].faceDetail.orientation	object		0.362	Face angle
data.unmatchedFaceDetails[].faceDetail.orientation.x	float		15.303436	Face left/right angle(Yaw)
data.unmatchedFaceDetails[].faceDetail.orientation.y	float		-9.222179	Face up/down angle(Pitch)
data.unmatchedFaceDetails[].faceDetail.orientation.z	float		-7.97249	Face angle compared to level surface(Roll)
data.unmatchedFaceDetails[].mask	boolean		false	Whether to wear a mask
data.unmatchedFaceDetails[].faceDetail.confidence	float	O	99.9123	Face recognition confidence
data.unmatchedFaceDetails[].similarity	float	O	98.156	Similarity value between 0 and 100
data.sourceFace.bbox	object	O	-	Bounding box information of the largest face detected in the input image
data.sourceFace.bbox.x0	float	O	0.123	x0 coordinates of the face box detected in the image
data.sourceFace.bbox.y0	float	O	0.123	y0 coordinates of the face box detected in the image
data.sourceFace.bbox.x1	float	O	0.123	x1 coordinates of the face box detected in the image
data.sourceFace.bbox.y1	float	O	0.123	y1 coordinates of the face box detected in the image
data.sourceFace.landmarks	array	O	-	Facial characteristics
data.sourceFace.landmarks[].type	string	O	"leftEye"	List of valid values: "leftEye", "rightEye", "nose", "leftLip", "rightLip"
data.sourceFace.landmarks[].y	float	O	0.362	y coordinate of the facial characteristic
data.sourceFace.landmarks[].x	float	O	0.362	x coordinate of the facial characteristic
data.sourceFace.orientation	object		0.362	Face angle
data.sourceFace.orientation.x	float		15.303436	Face left/right angle(Yaw)
data.sourceFace.orientation.y	float		-9.222179	Face up/down angle(Pitch)
data.sourceFace.orientation.z	float		-7.97249	Face angle compared to level surface(Roll)
data.sourceFace.mask	boolean		false	Whether to wear a mask
data.sourceFace.confidence	float	O	99.9123	Recognition confidence of the largest face detected in the input image

Response body example

{
  "header": {
    "resultCode": 0,
    "resultMessage": "Success",
    "isSuccessful": true
  },
  "data": {
    "matchedFaceDetailCount": 2,
    "matchedFaceDetails": [
      {
        "faceDetail": {
          "bbox": {
            "x0": 0.36,
            "y0": 0.21,
            "x1": 0.612,
            "y1": 0.715
          },
          "landmarks": [
            {
              "type": "leftEye",
              "x": 0.415,
              "y": 0.513
            },
            {
              "type": "rightEye",
              "x": 0.415,
              "y": 0.513
            },
            {
              "type": "nose",
              "x": 0.415,
              "y": 0.513
            },
            {
              "type": "leftLip",
              "x": 0.415,
              "y": 0.513
            },
            {
              "type": "rightLip",
              "x": 0.415,
              "y": 0.513
            }
          ],
          "orientation": {
            "x": 15.303436,
            "y": -9.222179,
            "z": -7.97249
          },
          "mask": false,
          "confidence": 99.8945155187
        },
        "similarity": 90.654
      },
      {
        "faceDetail": {
          "bbox": {
            "x0": 0.36,
            "y0": 0.21,
            "x1": 0.612,
            "y1": 0.715
          },
          "landmarks": [
            {
              "type": "leftEye",
              "x": 0.415,
              "y": 0.513
            },
            {
              "type": "rightEye",
              "x": 0.415,
              "y": 0.513
            },
            {
              "type": "nose",
              "x": 0.415,
              "y": 0.513
            },
            {
              "type": "leftLip",
              "x": 0.415,
              "y": 0.513
            },
            {
              "type": "rightLip",
              "x": 0.415,
              "y": 0.513
            }
          ],
          "orientation": {
            "x": 15.303436,
            "y": -9.222179,
            "z": -7.97249
          },
          "mask": false,
          "confidence": 99.8945155187
        },
        "similarity": 90.654
      }
    ],
    "unmatchedFaceDetailCount": 1,
    "unmatchedFaceDetails": [
      {
        "faceDetail": {
          "bbox": {
            "x0": 0.36,
            "y0": 0.21,
            "x1": 0.612,
            "y1": 0.715
          },
          "landmarks": [
            {
              "type": "leftEye",
              "x": 0.415,
              "y": 0.513
            },
            {
              "type": "rightEye",
              "x": 0.415,
              "y": 0.513
            },
            {
              "type": "nose",
              "x": 0.415,
              "y": 0.513
            },
            {
              "type": "leftLip",
              "x": 0.415,
              "y": 0.513
            },
            {
              "type": "rightLip",
              "x": 0.415,
              "y": 0.513
            }
          ],
          "orientation": {
            "x": 15.303436,
            "y": -9.222179,
            "z": -7.97249
          },
          "mask": false,
          "confidence": 99.8945155187
        },
        "similarity": 60.654
      }
    ],
    "sourceFace": {
      "bbox": {
        "x0": 0.26785714285714285,
        "y0": 0.22767857142857142,
        "x1": 0.7366071428571429,
        "y1": 0.8660714285714286
      },
      "landmarks": [
        {
          "type": "leftEye",
          "x": 0.39285714285714285,
          "y": 0.47767857142857145
        },
        {
          "type": "rightEye",
          "x": 0.6071428571428571,
          "y": 0.4732142857142857
        },
        {
          "type": "nose",
          "x": 0.5,
          "y": 0.6026785714285714
        },
        {
          "type": "leftLip",
          "x": 0.41964285714285715,
          "y": 0.7276785714285714
        },
        {
          "type": "rightLip",
          "x": 0.5758928571428571,
          "y": 0.7276785714285714
        }
      ],
      "orientation": {
        "x": 1.400425,
        "y": 6.624787,
        "z": -2.08028
      },
      "mask": false,
      "confidence": 0.999894
    }
  }
}

Error Codes

resultCode	resultMessage	Description
-40000	InvalidParam	The parameter contains an error
-40030	NotFoundGroupError	Could not find the group ID
-41005	UnauthorizedAppKeyOrSecretKey	Unauthorized Appkey or SecretKey
-45020	ImageTooLargeException	Image size exceeded
-45030	InvalidImageBytesException	Invalid image bytes. Mainly due to incorrect Base64 encoding
-45040	InvalidImageFormatException	Unsupported image format
-45050	InvalidImageURLException	Invalid image URL
-45060	ImageTimeoutError	Image download timeout
-45080	InvalidImageFileException	Invalid image file format
-50000	InternalServerError	Server error

Face Verification

This function compares the face ID of a specific face registered in advance with the face detected in the input image and returns a similarity value.
Use Register Face to a created group to register faces.
Only the largest face detected in the input image is used.
The input image can be delivered via Base64-encoded image bytes or image url.
To find out more about input image, see Input Image Guide.

Request

[URI]

Method	URI
POST	/v2.0/appkeys/{appKey}/groups/{group-id}/faces/{face-id}/verify

[Path Variable]

Name	Description
appKey	Integrated Appkey or service Appkey
group-id	Group ID registered by user [a-z0-9-] Max. 255 characters
face-id	Registered face ID

[Request Body]

Content-Type: application/json

Name	Type	Required	Default value	Valid range	Examples	Description
compareImage	object	O			-	Image used for face verification
compareImage.url	string	△			"https://..."	Image URL
compareImage.bytes	blob	△			"/0j3Ohdk==..."	Base64-encoded Image bytes
orientation	bool		true	true, false	false	Whether to use face orientation detection
mask	bool		true	true, false	false	Whether to use mask wear detection

Must have only either compareImage.url or compareImage.bytes

Content-Type: multipart/form-data

Name	Type	Required	Default value	Valid range	Examples	Description
imageFile	file	O			image.png	Image file used for face verification
orientation	bool		true	true, false	false	Whether to use face orientation detection
mask	bool		true	true, false	false	Whether to use mask wear detection

Request example

$ curl -X POST '{domain}/v2.0/appkeys/{appKey}/groups/{group-id}/faces/{face-id}/verify' -H 'Authorization: {secretKey}' -H 'Content-Type: application/json;charset=UTF-8' -d '{
    "compareImage": {
        "url": "https://..."
    }
}'

$ curl -X POST -H 'Authorization: {secretKey}' -H 'Content-Type: multipart/form-data' -F imageFile=@image.png '{domain}/v2.0/appkeys/{appKey}/groups/{group-id}/faces/{face-id}/verify'

Response

[Response body header description omitted]
- This information is available in Common Response Information

[Response body data]

Name	Type	Required	Examples	Description
data.similarity	float	O	98.156	Similarity value between 0 and 100
data.face	object	O	-	A face registered using face registration API
data.face.bbox	object	O	-	Bounding box information of a face detected in the image
data.face.bbox.x0	float	O	0.123	x0 coordinates of the face box detected in the image
data.face.bbox.y0	float	O	0.123	y0 coordinates of the face box detected in the image
data.face.bbox.x1	float	O	0.123	x1 coordinates of the face box detected in the image
data.face.bbox.y1	float	O	0.123	y1 coordinates of the face box detected in the image
data.face.confidence	float	O	99.9123	Face recognition confidence
data.face.faceId	string	O	"9297db50-d4f2-c6b8-ea05-edf2013089fd"	Face ID
data.face.imageId	string	O	"87db50d4-f2c6-b8ea-05ed-9f201309fd92"	Image ID There can be multiple face IDs per image ID
data.face.externalImageId	string		"image01.jpg"	Values registered in the image by user
data.sourceFace	object	O	-	The image delivered to Request Body
data.sourceFace.bbox	object	O	-	Bounding box information of a face detected in the image
data.sourceFace.bbox.x0	float	O	0.123	x0 coordinates of the face box detected in the image
data.sourceFace.bbox.y0	float	O	0.123	y0 coordinates of the face box detected in the image
data.sourceFace.bbox.x1	float	O	0.123	x1 coordinates of the face box detected in the image
data.sourceFace.bbox.y1	float	O	0.123	y1 coordinates of the face box detected in the image
data.sourceFace.landmarks	array	O	-	Facial characteristics
data.sourceFace.landmarks[].type	string	O	"leftEye"	List of valid values: "leftEye", "rightEye", "nose", "leftLip", "rightLip"
data.sourceFace.landmarks[].y	float	O	0.362	y coordinate of the facial characteristic
data.sourceFace.landmarks[].x	float	O	0.362	x coordinate of the facial characteristic
data.sourceFace.orientation	object		0.362	Face angle
data.sourceFace.orientation.x	float		15.303436	Face left/right angle(Yaw)
data.sourceFace.orientation.y	float		-9.222179	Face up/down angle(Pitch)
data.sourceFace.orientation.z	float		-7.97249	Face angle compared to level surface(Roll)
data.sourceFace.mask	boolean		false	Whether to wear a mask
data.sourceFace.confidence	float	O	99.9123	Face recognition confidence

Response body example

{
  "header": {
    "isSuccessful": true,
    "resultCode": 0,
    "resultMessage": "Success"
  },
  "data": {
    "similarity": 29.507784,
    "face": {
      "bbox": {
        "x0": 0.15520833333333334,
        "y0": 0.2222222222222222,
        "x1": 0.24479166666666666,
        "y1": 0.45185185185185184
      },
      "confidence": 0.997507,
      "faceId": "b460baac-190d-448e-9f29-c2d5d429f388",
      "imageId": "f43a7bee-6a33-4450-82dd-16adfc6788ef",
      "externalImageId": "imsa-control-wb801-test"
    },
    "sourceFace": {
      "bbox": {
        "x0": 0.26785714285714285,
        "y0": 0.22767857142857142,
        "x1": 0.7366071428571429,
        "y1": 0.8660714285714286
      },
      "landmarks": [
        {
          "type": "leftEye",
          "x": 0.39285714285714285,
          "y": 0.47767857142857145
        },
        {
          "type": "rightEye",
          "x": 0.6071428571428571,
          "y": 0.4732142857142857
        },
        {
          "type": "nose",
          "x": 0.5,
          "y": 0.6026785714285714
        },
        {
          "type": "leftLip",
          "x": 0.41964285714285715,
          "y": 0.7276785714285714
        },
        {
          "type": "rightLip",
          "x": 0.5758928571428571,
          "y": 0.7276785714285714
        }
      ],
      "orientation": {
        "x": 1.400425,
        "y": 6.624787,
        "z": -2.08028
      },
      "mask": false,
      "confidence": 0.999286
    }
  }
}

Error Codes

resultCode	resultMessage	Description
-40000	InvalidParam	The parameter contains an error
-40030	NotFoundGroupError	Could not find the group ID
-40050	NotFoundFaceIDError	Could not find the face ID
-41005	UnauthorizedAppKeyOrSecretKey	Unauthorized Appkey or SecretKey
-45020	ImageTooLargeException	Image size exceeded
-45030	InvalidImageBytesException	Invalid image bytes. Mainly due to incorrect Base64 encoding
-45040	InvalidImageFormatException	Unsupported image format
-45050	InvalidImageURLException	Invalid image URL
-45060	ImageTimeoutError	Image download timeout
-45080	InvalidImageFileException	Invalid image file format
-50000	InternalServerError	Server error

AI Service > Face Recognition > API v2.0 Guide
API Common Information
Preparations
Request Common Information
Input Image Guide
Common Response Information
API Contents
Create Groups
Group List
Group Details
Delete Group
Recognize Face
Register face
Delete Face
List of Faces within Group
Search face by face ID
Search face by image
Compare Faces
Face Verification

TOP

AI Service > Face Recognition > API v2.0 Guide

API Common Information

Preparations

Request Common Information

Input Image Guide

Common Response Information

API Contents

Create Groups

Request

Response

Error Codes

Group List

Request

Response

Error Codes

Group Details

Request

Response

Error Codes

Delete Group

Request

Response

Error Codes

Recognize Face

Request

Content-Type: application/json

Content-Type: multipart/form-data

Response

Error Codes

Register face

Request

Content-Type: application/json

Content-Type: multipart/form-data

Response

Error Codes

Delete Face

Request

Response

Error Codes

List of Faces within Group

Request

Response

Error Codes

Search face by face ID

Request

Response

Error Codes

Search face by image

Request

Content-Type: application/json

Content-Type: multipart/form-data

Response

Error Codes

Compare Faces

Request

Content-Type: application/json

Content-Type: multipart/form-data

Response

Error Codes

Face Verification

Request

Content-Type: application/json

Content-Type: multipart/form-data

Response

Error Codes

Table of Contents