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": 38,
    "gender": 0,
    "ethnicities": {
        "estimations": {
            "asian": 0.19242588822223,
            "indian": 0.996714647262515,
            "caucasian": 0.331056073331251,
            "african": 0.774018075126042
        },
        "predominant_ethnicity": "caucasian"
    }
}
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.todd-williams.com/",
    "attribute_id": "be44f4c9-a6f7-46aa-ac25-3cdd8b3e5ac7",
    "score": 0.250357929618824,
    "basic_attributes": {
        "age": 46,
        "gender": 1,
        "ethnicities": {
            "estimations": {
                "asian": 0.159943157937559,
                "indian": 0.684052244499127,
                "caucasian": 0.127701347718955,
                "african": 0.70617839484338
            },
            "predominant_ethnicity": "caucasian"
        }
    },
    "samples": [
        "0b344434-51b5-4829-bbaa-f7ad2a1792be",
        "b6750d1d-540b-4e17-af98-44c5a671febd",
        "ccd3481c-7938-45cb-a5a8-fda19e8e8a6f"
    ]
}
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": "50b603f8-e479-4454-bc0b-3f6fd270212d",
    "external_id": "UuDvvjzrxqfWTNzyHoBx",
    "attribute_id": "b939f2d0-d490-4cc8-9e82-133478e6c845",
    "create_time": "1990-08-07T15:21:47",
    "lists": [
        "dfe56447-00fe-4c54-8810-6c11d115489e",
        "e2013c01-1c56-4019-a9e5-2f481ef60154",
        "a2e741d2-01e1-474c-910a-dec0d3d834f0"
    ],
    "avatar": "http://barnes.com/",
    "event_id": "207a68f2-0cde-4e06-8290-5a47969fbf1b",
    "user_data": "pamelafletcher"
}
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": "2cc49c3b-d3a9-4f42-902a-072153bf7f7c",
    "user_data": "81360 Denise Springs Suite 628"
}
event_match_result_by_face
Object Properties:
  • similarity (float) – similarity

  • face (face) – match face

JSON Example
{
    "similarity": 0.996514380614194,
    "face": {
        "face_id": "59da43f6-8e57-4241-9079-e10171046526",
        "external_id": "UUcFIvyUjwvJOzIWWFWs",
        "attribute_id": "a412eae9-b0f7-480f-bfcb-8fb987aff2ed",
        "create_time": "2003-08-17T19:11:51",
        "lists": [
            "7e49acb0-596a-4a96-8eab-109c4f2e59d1",
            "4805ad7e-ca34-4a3c-9ccf-da89c437e208",
            "85aa4f4a-a63f-461d-9713-528cc860db41"
        ],
        "avatar": "https://www.daniels.org/",
        "event_id": "b1e7dde3-f419-4687-b8c7-dffb2953f603",
        "user_data": "stephencasey"
    }
}
event_match_result_by_list
Object Properties:
JSON Example
{
    "candidates": [
        {
            "similarity": 0.657773659749034,
            "face": {
                "face_id": "0781f7d3-df49-4246-b593-0ca39fcea244",
                "external_id": "pYJmDFbWVjLNJYSmlYiP",
                "attribute_id": "50043935-9824-4385-bfe7-c850a78511af",
                "create_time": "1991-02-01T23:29:33",
                "lists": [
                    "2df0671a-a5cf-409f-a71d-77bcad1b08e6",
                    "4d67a724-b7b0-4c78-a474-62215f96abff",
                    "b3a6802f-d168-4b3e-a30e-e1093ea0ad8b"
                ],
                "avatar": "https://www.walker.com/",
                "event_id": "cddac34a-55ed-4fbe-a1fd-3ce3015e7a41",
                "user_data": "caroline79"
            }
        },
        {
            "similarity": 0.560645898888004,
            "face": {
                "face_id": "a0d11098-1b7e-4bd2-99fd-47e60d22b601",
                "external_id": "iaTZsxYmyLkGUkXMXQlY",
                "attribute_id": "9f8e4d5f-1bc5-4195-b6ac-5e1875e6c279",
                "create_time": "1993-06-17T05:48:15",
                "lists": [
                    "9ce6ab57-19dd-4068-912a-296f3281add1",
                    "0eef0641-c309-4454-8c17-160e8ec9ed6e",
                    "68b6ffc0-bbca-4460-8999-3860bbf03e20"
                ],
                "avatar": "http://www.shaffer.info/",
                "event_id": "308fcb46-2909-4ddd-887d-83a4aa707bab",
                "user_data": "zacharyjennings"
            }
        },
        {
            "similarity": 0.578812554311431,
            "face": {
                "face_id": "664a9a55-dfbd-4237-8e68-2164662c4109",
                "external_id": "bMmqPHewGQkZZxHgPJJc",
                "attribute_id": "a2f07e89-b4de-4d3a-9389-25ae5bd35658",
                "create_time": "1987-12-06T17:30:00",
                "lists": [
                    "547ea877-964d-4ca1-a2e7-1a77cf76b273",
                    "43eee8dc-71c2-4859-9699-56d87165be8a",
                    "c3223a26-6e99-4523-9e7d-62d4dd52eaa5"
                ],
                "avatar": "http://chandler.com/",
                "event_id": "caca5c61-e2e0-49e2-a902-869519a29b37",
                "user_data": "sarathomas"
            }
        }
    ],
    "list_info": {
        "list_id": "5583ddfd-36d5-44bb-8d9e-a4407e74e150",
        "user_data": "40152 Hill Plains Suite 957"
    }
}
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": "e6b6a5ec-aa18-440f-80c6-3e027ff6fab4",
    "Luna-Request-Id": "WxIxbekOfVICXEkthpaS",
    "events": [
        {
            "samples": [
                "862cdf29-b08d-4e82-a529-dc46dd16d25b",
                "71a8ae75-aba0-409e-ab85-7cbbd68cbb4e",
                "d26b49c3-346f-4829-a779-d8c1279ff68d"
            ],
            "attributes": {
                "url": "https://www.branch-edwards.biz/",
                "attribute_id": "31e59b87-b6a3-495f-bb93-47537b6981cd",
                "score": 0.75582853944875,
                "basic_attributes": {
                    "age": 68,
                    "gender": 0,
                    "ethnicities": {
                        "estimations": {
                            "asian": 0.471258353120108,
                            "indian": 0.120248208894961,
                            "caucasian": 0.400706314905828,
                            "african": 0.903864103564564
                        },
                        "predominant_ethnicity": "african"
                    }
                },
                "samples": [
                    "45ebd933-92e8-411f-85df-1068e2f7d36b",
                    "12d4a058-5cee-4373-b014-ad486fd21fae",
                    "62c47a11-9449-40b6-b8b6-3d86566ea9f7"
                ]
            },
            "source": "824 Karen Lodge Apt. 326",
            "tags": [
                "dmJnncBXDjpzYqTuNVkF",
                "BFluyZvmwXvWaiCSwzyO",
                "IbmcziaMoRvVbaYNVlHL"
            ],
            "event_id": "f4034ff3-3057-4ada-ba08-7ba162b97878",
            "match": [
                {
                    "candidates": [
                        {
                            "similarity": 0.275023299532382,
                            "face": {
                                "face_id": "389e1d08-7e61-4777-9d17-edc47e68c90c",
                                "external_id": "UuwrEfQcxJqaSgAzxSol",
                                "attribute_id": "d385e68d-ef5f-4055-84f3-c373cf333f8d",
                                "create_time": "2014-07-29T00:52:24",
                                "lists": [
                                    "b0f2c75d-7aef-464c-80fe-723c70498702",
                                    "97a89f26-fd37-48b3-9a35-c8eb18cb25e5",
                                    "a503c646-e6d5-45fd-91b4-822f961e79de"
                                ],
                                "avatar": "http://www.hawkins.com/",
                                "event_id": "2d6cd4be-fc5b-4bc0-9de8-954a0eb771ac",
                                "user_data": "icox"
                            }
                        },
                        {
                            "similarity": 0.342541638797143,
                            "face": {
                                "face_id": "f80907e2-df41-4f5c-9757-177a21ff3951",
                                "external_id": "yjAmVAMdwXtSqwrXuSRv",
                                "attribute_id": "42a18556-e962-4ab6-893c-acf8dc034c87",
                                "create_time": "1975-03-28T12:24:10",
                                "lists": [
                                    "0546cdcc-e389-482d-be9a-74d7c4b20b34",
                                    "0ad6ac89-7049-4b6b-8637-f23008d048c6",
                                    "56bea0d3-0cea-4aaa-bd42-95562564b9ae"
                                ],
                                "avatar": "http://www.anderson.biz/",
                                "event_id": "53bd54ad-d5c4-4305-bbcc-a478dfd336ce",
                                "user_data": "stacey62"
                            }
                        },
                        {
                            "similarity": 0.585524582244577,
                            "face": {
                                "face_id": "9d06baf7-f8ae-4ff7-b99b-102b50b5346b",
                                "external_id": "HtqouGJRTbjTgVemPlSl",
                                "attribute_id": "644c1bcb-b29b-4169-861b-43f6db6487c1",
                                "create_time": "2017-11-27T05:59:42",
                                "lists": [
                                    "7023cb88-111c-434f-a893-3d9d52e7d454",
                                    "3df076d1-c62d-4e68-b8eb-f39cebf0b3dd",
                                    "e34e5158-3d5c-4b9a-91e9-05cf0a0de405"
                                ],
                                "avatar": "http://www.smith.com/",
                                "event_id": "edaf8d04-4850-4f18-8f4f-6dd039704a5f",
                                "user_data": "dwaynerivera"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "56b28700-6248-478b-bb77-2ce428557511",
                        "user_data": "1983 Carrie Expressway"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.101857181554274,
                            "face": {
                                "face_id": "b31c3eaf-7fc5-49c9-923a-6cdba15560a9",
                                "external_id": "jNZvlHZxYTxwaGbJlSip",
                                "attribute_id": "d2532721-76f8-4e71-82c4-efe167bf5848",
                                "create_time": "1992-05-12T06:18:05",
                                "lists": [
                                    "805766d3-f680-44a5-8728-05a384d5cdc1",
                                    "30d508de-07b5-4081-a580-80b250b4aad3",
                                    "83b9c773-3a43-401e-8562-3dac8f08e26a"
                                ],
                                "avatar": "http://www.farmer.com/",
                                "event_id": "6d20762d-7fc9-484d-89d0-2183f3e91c91",
                                "user_data": "mhaynes"
                            }
                        },
                        {
                            "similarity": 0.71337203772109,
                            "face": {
                                "face_id": "976019ff-d4da-4a37-8617-838dbcaf9dd6",
                                "external_id": "kWgUZQdbcevnaSDopdDt",
                                "attribute_id": "7faefdde-5c7d-47f4-a10b-e357de8a74c3",
                                "create_time": "1998-02-13T04:56:47",
                                "lists": [
                                    "7eedf253-c099-4f86-ae23-28bd80c84d3e",
                                    "20a773bd-ca1a-41fe-ba82-4081faa7021a",
                                    "eadd94e9-7dd7-4341-a88f-dcb75a395990"
                                ],
                                "avatar": "http://young-brown.com/",
                                "event_id": "07db710b-9c84-4cd4-9322-2c0ddb95e432",
                                "user_data": "yjackson"
                            }
                        },
                        {
                            "similarity": 0.996637945851594,
                            "face": {
                                "face_id": "caa1c9cd-093b-4e8c-801a-6e166f0b6722",
                                "external_id": "nYMIQEWFRQcvzriqqruZ",
                                "attribute_id": "4b5ae3b5-8c04-425a-9913-7184669a01cc",
                                "create_time": "2018-02-11T21:20:40",
                                "lists": [
                                    "0aeabe4a-de86-49de-890a-56e931a63df2",
                                    "83f04bd2-c78d-4e5b-b626-75d9543091e9",
                                    "ec9d64f5-e62b-4ad2-8600-a28881699e4a"
                                ],
                                "avatar": "http://mcgee.com/",
                                "event_id": "8c5527db-e1a2-4074-8809-5a9b80032724",
                                "user_data": "acevedotricia"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "c5f7e0c8-b5df-4978-93b1-d0c0ffa03297",
                        "user_data": "88222 Torres Common Apt. 234"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.525291001165964,
                            "face": {
                                "face_id": "a4cd0535-911a-405d-a7af-c153cf89bff3",
                                "external_id": "aYCxLZwgIpNjiwECmoaz",
                                "attribute_id": "98658920-f65c-43b4-90c4-b45d0b40e634",
                                "create_time": "1976-12-28T00:47:57",
                                "lists": [
                                    "d8a4a0c5-80fc-4c0c-a7cf-7a78c3a5455c",
                                    "e9ecf6cb-918f-4e0c-80ca-7b32777c5074",
                                    "b71eab81-1f98-4ee7-91bf-ae71d327d4d9"
                                ],
                                "avatar": "http://www.hicks-smith.com/",
                                "event_id": "0e2a087f-4150-4367-a4e8-6aba2923dfbb",
                                "user_data": "allensheila"
                            }
                        },
                        {
                            "similarity": 0.218126114242836,
                            "face": {
                                "face_id": "77e994e2-a85c-4e2a-8b6a-f5b009ebfa0d",
                                "external_id": "dUhOTmCVjRyyznEjLzyQ",
                                "attribute_id": "6167cf95-fb68-461e-936c-12b83bfcfe26",
                                "create_time": "2019-11-21T17:22:17",
                                "lists": [
                                    "e76f48e5-bfe2-426c-90ae-0d8762df7c1c",
                                    "df836ff5-396a-44e9-9c95-5b37cbbae766",
                                    "49989306-ff12-469f-80c5-7209a4423838"
                                ],
                                "avatar": "http://www.hernandez.biz/",
                                "event_id": "c08bdb3a-8c10-4127-8dee-5725d0b90c9e",
                                "user_data": "pfoley"
                            }
                        },
                        {
                            "similarity": 0.200450617713205,
                            "face": {
                                "face_id": "ef547757-3ca2-4e6b-8236-81178d58a1ab",
                                "external_id": "DYqwrxXivrTUSVDJDmEX",
                                "attribute_id": "a99ac9b3-acfc-499e-bce0-7b2525edb88c",
                                "create_time": "1982-02-01T04:43:06",
                                "lists": [
                                    "18723a12-398a-4e14-a908-3c94b75bf8f2",
                                    "8ba4752f-0230-4d91-a7a7-19571eb12609",
                                    "9bf216e3-13df-4680-9e7c-52396714fcab"
                                ],
                                "avatar": "https://richardson.com/",
                                "event_id": "bb3288f7-bb0d-4b35-b079-0009d3f277f2",
                                "user_data": "jeremy22"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "ca0532a7-f3a9-48b0-93d5-64532f2ba967",
                        "user_data": "539 Julie Ferry Apt. 846"
                    }
                }
            ],
            "url": "https://patton-hays.com/",
            "face": {
                "face_id": "d8bf29fc-ef85-4717-b8a9-6b8007c10cf2",
                "external_id": "HKgHslDMlRlsZSYpvtho",
                "attribute_id": "f9056259-3d7e-4131-91f6-0d2bab97b06b",
                "create_time": "1990-02-22T07:22:49",
                "lists": [
                    "2201a7e3-a441-4d3d-a77c-2113132d9037",
                    "cac30bfa-52ce-4dbc-98e9-f55b652c0025",
                    "d1cef0fa-112d-4adc-9a65-0f876f583bc5"
                ],
                "avatar": "https://martinez.com/",
                "event_id": "f29cf934-0e2f-4290-941c-280a596635e1",
                "user_data": "michael65"
            },
            "detections": [
                {
                    "filename": "TnbLQuehtDwDOAEJznfe",
                    "sample": {
                        "url": "https://hansen.com/",
                        "sample_id": "84407b60-64e6-4e52-83c8-d46a1a9e738a",
                        "detection": {
                            "attributes": "{face_attributes object}",
                            "quality": {
                                "light": 0.650635666627205,
                                "dark": 0.73860992445456,
                                "saturation": 0.323848519978258,
                                "blurriness": 0.105926034662356
                            },
                            "rect": {
                                "height": 3258,
                                "width": 2059,
                                "x": 5106,
                                "y": 5777
                            },
                            "landmarks5": [
                                [
                                    5794,
                                    8811
                                ],
                                [
                                    8909,
                                    589
                                ],
                                [
                                    9262,
                                    4130
                                ]
                            ],
                            "landmarks68": [
                                [
                                    2870,
                                    9152
                                ],
                                [
                                    12,
                                    9545
                                ],
                                [
                                    8737,
                                    9094
                                ]
                            ]
                        }
                    }
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