Structures

Json’s

estimation_ethnicities
Object Properties:
  • asian (float) – asian ethnicity probability

  • indian (float) – indian ethnicity probability

  • caucasian (float) – caucasian ethnicity probability

  • african (float) – african american ethnicity probability.

ethnicities
Object Properties:
  • estimations (estimation_ethnicities) – ethnicity classifer response.

  • predominant_ethnicity (_enum_(asian)_(indian)_(caucasian)_(african)) – name of predominant ethnicity

basic_attributes
Object Properties:
  • age (_range_(0)_(101)) – Age estimation (in years, number - minimum: 0 - maximum: 100)

  • gender (_range_(0)_(2)) – Gender estimation ( minimum: 0 - maximum: 1)

  • ethnicities (ethnicities) – ethnicities estimation

JSON Example
{
    "age": 85,
    "gender": 1,
    "ethnicities": {
        "estimations": {
            "asian": 0.115507174185103,
            "indian": 0.178681902894839,
            "caucasian": 0.873746902460792,
            "african": 0.633522911267181
        },
        "predominant_ethnicity": "indian"
    }
}
extracted_attributes
Object Properties:
  • url (url) – location of attributes

  • attribute_id (uuid4) – id of attributes

  • score (float) – face descriptor quality score

  • basic_attributes (basic_attributes) – basic attributes

  • samples (_list_(uuid4)) – resource for attributes

JSON Example
{
    "url": "http://www.simmons.com/",
    "attribute_id": "a03f489a-4dd6-4b0d-8699-04e519d81094",
    "score": 0.878299654947682,
    "basic_attributes": {
        "age": 51,
        "gender": 0,
        "ethnicities": {
            "estimations": {
                "asian": 0.983540727202112,
                "indian": 0.296043550094207,
                "caucasian": 0.514030745602371,
                "african": 0.97941496357073
            },
            "predominant_ethnicity": "asian"
        }
    },
    "samples": [
        "fde27ddb-8c98-4c19-a5f9-2d817aff17c2",
        "764f4ba6-7a6c-418c-83af-babeae78f693",
        "f2a1feb9-2475-4968-a908-961819140bbc"
    ]
}
face
Object Properties:
  • face_id (uuid4) – face id

  • external_id (str) – user defined external id of face

  • attribute_id (uuid4) – an id of attributes is associated with the face (nullable)

  • create_time (iso8601) – face create time

  • lists (_list_(uuid4)) – list of accounts list ids, the face is linked to

  • avatar (url) – avatar for face, references to a sample or a user-defined reference

  • event_id (uuid4) – id of event that generated the face (nullable)

  • user_data (user_name) – user data associated with the face.

JSON Example
{
    "face_id": "7334a994-8b60-4d76-90d4-811a489829f0",
    "external_id": "ogMzUcLgrJDpDocqZfwd",
    "attribute_id": "83d322cd-59e8-4e2f-8ce9-5a9aa7d0b187",
    "create_time": "1996-10-10T13:34:42.943091",
    "lists": [
        "f510958d-b413-49f5-bb7a-c0ccd363d550",
        "bf1d01f4-576c-4b9e-ad94-74a03cac0780",
        "5a771154-28c2-4ca9-9d6e-1debd2c5397c"
    ],
    "avatar": "http://www.savage-clements.com/",
    "event_id": "96848584-526a-4aed-b6f2-b578628f3254",
    "user_data": "jhunter"
}
match_list_info
Object Properties:
  • list_id (uuid4) – list id which contains the faces

  • user_data (street_address) – user data associated with the list.

JSON Example
{
    "list_id": "399612e3-8266-4c0c-92be-fae2aa887e43",
    "user_data": "552 Aguirre Dam Suite 130"
}
event_match_result_by_face
Object Properties:
  • similarity (float) – similarity

  • face (face) – match face

JSON Example
{
    "similarity": 0.460437997564672,
    "face": {
        "face_id": "070dc953-3f45-4880-bf94-1442269b29d5",
        "external_id": "IFDKtywOBiSNwsAPbaig",
        "attribute_id": "e639d744-ecdc-4a1f-997d-8cbcb3b14aed",
        "create_time": "1983-05-14T07:20:41.200964",
        "lists": [
            "551083da-3456-433e-8894-b2067816ba09",
            "de16a9b0-1e9f-4b05-95bc-747fc52ba3bf",
            "acba5cf4-0c3b-4883-b6bd-8b3d5d5b5b7e"
        ],
        "avatar": "http://www.acevedo.net/",
        "event_id": "89cc0bd3-23e5-4fd5-9693-93e0595c8daf",
        "user_data": "cristina52"
    }
}
event_match_result_by_list
Object Properties:
JSON Example
{
    "candidates": [
        {
            "similarity": 0.804718125602737,
            "face": {
                "face_id": "37468c47-3eed-49d4-b4f3-0347beb9a880",
                "external_id": "WzkqruwuDcaDQWDaeEig",
                "attribute_id": "710d8991-9e82-43ae-8521-3744584798d3",
                "create_time": "1991-09-24T20:16:23.479724",
                "lists": [
                    "5ba2efc0-8577-40e7-bbb6-f88e2e336cc9",
                    "47779751-588f-4096-9f28-a70fb0135216",
                    "93a93cc0-3b9c-4923-b8fa-f12ddd689de2"
                ],
                "avatar": "http://porter.com/",
                "event_id": "22475aa3-d7ba-4851-8b97-fb701ec29068",
                "user_data": "alanramsey"
            }
        },
        {
            "similarity": 0.641896917748853,
            "face": {
                "face_id": "4f232917-0812-4122-b891-f507c162bcea",
                "external_id": "zLoHfLHAbxBpQOGIdJUV",
                "attribute_id": "3310e017-3102-4fb3-bf58-f760d0e1d6c6",
                "create_time": "1981-11-27T17:24:55.521813",
                "lists": [
                    "7b433951-88ed-44f7-8dbf-e06415c43535",
                    "0c483388-1e7b-4722-81ba-bd64459f79a9",
                    "c00995db-47ed-4871-bc75-8cbb87d922e7"
                ],
                "avatar": "https://www.carter.biz/",
                "event_id": "608df483-49cf-4425-b064-ec43b76dc4f7",
                "user_data": "nashamy"
            }
        },
        {
            "similarity": 0.747107906597287,
            "face": {
                "face_id": "e3f08323-5d43-4b1c-849d-03943fedce5d",
                "external_id": "TUBjVCpImiAnjocAqgMf",
                "attribute_id": "5c9919f4-5cab-46c5-b825-17fc8cf8ca86",
                "create_time": "2006-02-24T17:12:07.419322",
                "lists": [
                    "7ca3f89e-964c-485e-a622-64cdbcbf0b45",
                    "1d2baf18-8222-4397-a60b-b51a63f97203",
                    "a0328c21-be0c-418f-8867-5a7db8e474e6"
                ],
                "avatar": "https://www.banks.com/",
                "event_id": "b11b30b8-f424-4930-8e81-4cde125e0ced",
                "user_data": "robert23"
            }
        }
    ],
    "list_info": {
        "list_id": "e3d4747e-159e-44f2-b19d-806df3cef4fd",
        "user_data": "4893 Peter Square Apt. 537"
    }
}
rect
Object Properties:
  • height (integer) – Rectangle height

  • width (integer) – Rectangle width

  • x (integer) – Top left corner x coordinate

  • y (integer) – Top left corner y coordinate

quality
Object Properties:
  • light (float) – Low value means overlit face area (i.e. overbright lighting, sensor overexposure), minimum: 0 - maximum: 1.

  • dark (float) – Low value means underlit face area (i.e. due to backlight, poor lighting, sensor underexposure), minimum: 0 - maximum: 1.

  • saturation (float) – Low value means low saturation (e.g. grayscale images), minimum: 0 - maximum: 1.

  • blurriness (float) – Low value means blurred image (e.g. due to depth of field or motion blur). High value means sharp image, minimum: 0 - maximum: 1.

detection
Object Properties:
  • attributes (face_attributes) – face attributes (nullable)

  • quality (quality) – image quality. These are estimated visual properties of images (nullable)

  • rect (rect) – bounding rectangle (nullable)

  • landmarks5 (_list_(_tuple_(int)_(int))) – array of 5 landmarks. (nullable)

  • landmarks68 (_list_(_tuple_(int)_(int))) – array of 68 landmarks (nullable)

sample
Object Properties:
  • url (url) – location of sample

  • sample_id (uuid4) – sample id

  • detection (detection) – event id

event_detection
Object Properties:
  • filename (str) – a filename with detection

  • sample (sample) – list of samples which is assosiated with the event

event
Object Properties:
  • samples (_list_(uuid4)) – list of samples which is assosiated with the event

  • attributes (extracted_attributes) – list of samples which is assosiated with the event

  • source (street_address) – additional information, provided by user with event (nullable)

  • tags (_list_(str)) – additional information, provided by user with event (nullable)

  • event_id (uuid4) – event id

  • match (_list_(event_match_result_by_list)) – sorted list with match result for the event (nullable)

  • url (url) – location of event

  • face (face) – face which is created from event (nullable)

events_to_redis
Object Properties:
  • samples (_list_(uuid4)) – list of samples which is assosiated with the event

  • attributes (extracted_attributes) – list of samples which is assosiated with the event

  • source (street_address) – additional information, provided by user with event (nullable)

  • tags (_list_(str)) – additional information, provided by user with event (nullable)

  • event_id (uuid4) – event id

  • match (_list_(event_match_result_by_list)) – sorted list with match result for the event (nullable)

  • url (url) – location of event

  • face (face) – face which is created from event (nullable)

  • detections (_list_(event_detection)) – all event detections

msg_to_luna_sender
Object Properties:
  • handler_id (uuid4) – handler id

  • Luna-Request-Id (str) – request id

  • events (_list_(events_to_redis)) – list of events

  • events_time (iso8601) – event times

JSON Example
{
    "handler_id": "45408510-4adb-45c1-860c-444fc1a239f6",
    "Luna-Request-Id": "LFpUwRVyvTbtBIpuqvqa",
    "events": [
        {
            "samples": [
                "0fed2083-526d-4b48-a894-b9fe35e4c8e9",
                "74058dc1-74d5-4975-b2ad-447817a7060f",
                "9afd23c0-71cc-4ed5-a505-798077bf748c"
            ],
            "attributes": {
                "url": "https://mcdaniel-garza.info/",
                "attribute_id": "a781668c-0335-4fe0-932f-05cfa8ae9642",
                "score": 0.882559953910121,
                "basic_attributes": {
                    "age": 26,
                    "gender": 1,
                    "ethnicities": {
                        "estimations": {
                            "asian": 0.596159965491942,
                            "indian": 0.156232039086,
                            "caucasian": 0.609747360461761,
                            "african": 0.21299707195734
                        },
                        "predominant_ethnicity": "african"
                    }
                },
                "samples": [
                    "bb1cb78b-0441-4813-943e-d7adfccfebb7",
                    "cc643ba8-6f12-4f8d-adfa-f6a8eb5b1538",
                    "b3e33908-f02a-481c-9767-c8b06a75aae4"
                ]
            },
            "source": "2275 David Station",
            "tags": [
                "xuWqLXuovkKKMPLyGVpR",
                "xqvOLbAPUqShlPgNrShj",
                "hBhGVogdAwUMCvaFBDoI"
            ],
            "event_id": "90c78252-2b8b-4037-ab90-ad9a70339716",
            "match": [
                {
                    "candidates": [
                        {
                            "similarity": 0.370927969303235,
                            "face": {
                                "face_id": "65efb514-259c-4f65-a1b0-eb1f255e63d9",
                                "external_id": "NLCBxOkHqZJDVWynVFno",
                                "attribute_id": "0b7480af-c430-4775-922b-310cb115c6a0",
                                "create_time": "1998-12-09T20:41:03.028430",
                                "lists": [
                                    "1566b10c-cbbf-4cbf-8688-43ddcce2e33b",
                                    "0f1d533c-3f06-4a9e-bac5-6ee268d26022",
                                    "f0832e0c-8979-4540-9863-862eb270fbd5"
                                ],
                                "avatar": "https://mcguire-robbins.com/",
                                "event_id": "386bf9c2-2475-4cd7-ab2d-ba48d6d45636",
                                "user_data": "victoria81"
                            }
                        },
                        {
                            "similarity": 0.134978441334824,
                            "face": {
                                "face_id": "c6840900-f240-4213-a5b3-935a14b9f5c9",
                                "external_id": "rwPecctszSXmVBRcQTiD",
                                "attribute_id": "f2c20870-d496-4647-b5cc-a778c37ac035",
                                "create_time": "1991-11-04T06:18:24.898425",
                                "lists": [
                                    "4670e617-f6e5-4c7d-8498-2e8057571a2d",
                                    "afacc43f-a6c5-4974-9464-d215eced9900",
                                    "50e14482-ce40-4d6e-b4c3-d1d463a30892"
                                ],
                                "avatar": "http://smith.com/",
                                "event_id": "6f8fd9f3-0a55-479e-a90f-c48e5fb6211f",
                                "user_data": "heatherodonnell"
                            }
                        },
                        {
                            "similarity": 0.851109701905021,
                            "face": {
                                "face_id": "1281c62f-eff8-4217-9bfe-7b3ab81827d3",
                                "external_id": "IghHclOsVrmmELFBGwhg",
                                "attribute_id": "aa36009e-3007-4e92-96b3-ac5cd105617e",
                                "create_time": "1970-10-27T17:01:17.851767",
                                "lists": [
                                    "296cb111-4489-4a8d-8a4f-0cd43b9016c4",
                                    "f59e1170-33c3-484e-98d2-46a48aa289d6",
                                    "27285e3e-3fc9-4bc8-96d3-03081338555d"
                                ],
                                "avatar": "https://jones.net/",
                                "event_id": "172c1720-8286-4406-8500-df3c79d2392c",
                                "user_data": "harveykristen"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "3e3c1563-56b2-4aa9-93ae-97c3ef4c017d",
                        "user_data": "6295 Mann Courts Apt. 200"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.33269930885693,
                            "face": {
                                "face_id": "47bc4693-efe7-4098-b320-c8f539edc5a7",
                                "external_id": "AbjrNvBMSWOTueaLrtsg",
                                "attribute_id": "47ba6d54-481a-405a-bd77-5f6c2dae3eb5",
                                "create_time": "1994-01-11T08:34:48.727057",
                                "lists": [
                                    "288f4633-bc6c-420a-9e28-6e25d84010bd",
                                    "b14736b8-d16a-4914-a967-673db4fb0c82",
                                    "025df9d3-5e6d-486e-9c35-43acea73faa6"
                                ],
                                "avatar": "https://www.daniel.info/",
                                "event_id": "a64f01fa-ac9b-4849-838b-6de241369b0c",
                                "user_data": "uparker"
                            }
                        },
                        {
                            "similarity": 0.617374458533581,
                            "face": {
                                "face_id": "8b109d67-1d71-4a6e-9ade-1250b1676773",
                                "external_id": "KSiXjBwGoQYnOQDEJlbN",
                                "attribute_id": "e28a0a32-0782-4714-907e-ee3bdf26aa87",
                                "create_time": "2019-08-20T12:34:41.140879",
                                "lists": [
                                    "48fe52ba-5c19-4a0d-8b4b-c7c3d63d6ecd",
                                    "358f4e0f-ad1a-465a-9ff1-fb12d6ba617f",
                                    "d6264479-720c-4b53-bd14-6e0d71a06270"
                                ],
                                "avatar": "http://www.romero-carter.com/",
                                "event_id": "db88fc42-3a04-465d-a8fa-2aec3690f206",
                                "user_data": "veronicabrady"
                            }
                        },
                        {
                            "similarity": 0.766450042284562,
                            "face": {
                                "face_id": "59c1b8d1-fd14-4f25-8796-33892e38f667",
                                "external_id": "TDQyuNbHAswPJauPFeOB",
                                "attribute_id": "87bbe8c6-1304-4baa-9fbd-dd1f76205860",
                                "create_time": "2005-02-14T10:40:54.196681",
                                "lists": [
                                    "36fa0a0a-abc5-44fe-abe0-c1f833958be0",
                                    "443d7136-33b6-4994-8c26-a860a43a422e",
                                    "cab409b6-b9fb-4ee8-bc94-3383110523e8"
                                ],
                                "avatar": "https://smith-simmons.com/",
                                "event_id": "7d870d3e-1637-4563-a7eb-7caa51e441fc",
                                "user_data": "robert63"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "6f4690fa-9058-4501-bb73-a49dbd95107b",
                        "user_data": "90276 Eric Fall Apt. 889"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.354446643575672,
                            "face": {
                                "face_id": "37d31433-3fa8-48cb-9535-6c195fc0cd99",
                                "external_id": "naAlJQNccMfAADHLClko",
                                "attribute_id": "08a889d5-81b4-4452-ba5c-8ba2d38c85ec",
                                "create_time": "2007-08-20T12:56:18.979991",
                                "lists": [
                                    "6cf9eb51-433b-4acd-93dd-1f69b326fc1e",
                                    "0df2e43c-36e8-48e1-9107-d7c4d7b5aa76",
                                    "7feee9a9-7a38-40a7-a2af-e3bc709b86b6"
                                ],
                                "avatar": "http://soto.org/",
                                "event_id": "2b95ab70-b489-4ef2-a88c-0ef7cb9df922",
                                "user_data": "kroberts"
                            }
                        },
                        {
                            "similarity": 0.815330437840565,
                            "face": {
                                "face_id": "dca1e416-5ec6-4657-b64f-159ddae23d8e",
                                "external_id": "jbAjHeCuuhMFzWKZPCNK",
                                "attribute_id": "18a2edc2-2cbd-4392-a05d-9c6275b8e9b4",
                                "create_time": "2019-05-01T16:14:10.502916",
                                "lists": [
                                    "a97a5711-8c1b-408f-abed-aa7dd1b68e24",
                                    "928e9f9f-4049-410b-8ef4-22a7793a5b46",
                                    "08ad7f0f-04e7-4c1e-8cb8-454b247f7be1"
                                ],
                                "avatar": "http://www.garcia-weber.com/",
                                "event_id": "cec06416-b243-458b-8fa5-c218b1403e44",
                                "user_data": "harringtontammy"
                            }
                        },
                        {
                            "similarity": 0.199672350725409,
                            "face": {
                                "face_id": "fc80b33b-db70-4acf-9464-941576dc1eb4",
                                "external_id": "VxnAoItYtnVGbENsSnmM",
                                "attribute_id": "130f2ef2-2c4b-4e1a-9b95-3d0f3cc53ae4",
                                "create_time": "2021-12-27T23:16:04.496043",
                                "lists": [
                                    "e798ce92-5d01-4836-bcd8-8a489de87f24",
                                    "2b6ac619-0c43-4586-bbbb-6c8233cc9ee8",
                                    "b9ba0f16-aba0-4d83-ade7-c50e71b45195"
                                ],
                                "avatar": "http://wood-hayes.com/",
                                "event_id": "6e921905-d45a-4b07-9f20-fa890e361a6b",
                                "user_data": "dharper"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "2ea6816e-bcc5-4dab-8789-d852fd38deba",
                        "user_data": "81771 Gregory Light"
                    }
                }
            ],
            "url": "http://rose.biz/",
            "face": {
                "face_id": "58625c33-8293-4d1b-b504-ddd151477bec",
                "external_id": "FYFnUZOXkppNfIEtgUTa",
                "attribute_id": "ed0a7178-5fe3-4062-93cd-37937a442ed3",
                "create_time": "1978-03-13T21:10:00.334435",
                "lists": [
                    "215c67fc-1142-47e2-870d-bbf591325108",
                    "71ea69dd-b2f9-459d-8d93-fdf6ac1495f4",
                    "c1e0ea9d-47e8-4cb4-a457-231f0ea01c0f"
                ],
                "avatar": "http://baker.com/",
                "event_id": "3a2eadbc-1d6f-4c15-abea-712762357491",
                "user_data": "jacquelinesimpson"
            },
            "detections": [
                {
                    "filename": "nuaxRPReFITdpJdmEqpZ",
                    "sample": {
                        "url": "http://mills-huynh.com/",
                        "sample_id": "05830921-2965-47a3-9797-9c5c2e531873",
                        "detection": {
                            "attributes": "{face_attributes object}",
                            "quality": {
                                "light": 0.673527887483046,
                                "dark": 0.599697246371187,
                                "saturation": 0.996822187639121,
                                "blurriness": 0.154430985680794
                            },
                            "rect": {
                                "height": 938,
                                "width": 3827,
                                "x": 4400,
                                "y": 7433
                            },
                            "landmarks5": [
                                [
                                    984,
                                    4109
                                ],
                                [
                                    1942,
                                    1514
                                ],
                                [
                                    5298,
                                    1155
                                ]
                            ],
                            "landmarks68": [
                                [
                                    574,
                                    976
                                ],
                                [
                                    7298,
                                    310
                                ],
                                [
                                    5802,
                                    5709
                                ]
                            ]
                        }
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