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": 84,
    "gender": 1,
    "ethnicities": {
        "estimations": {
            "asian": 0.581629173656082,
            "indian": 0.486652204680945,
            "caucasian": 0.774058866555275,
            "african": 0.473502192587714
        },
        "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://olson-burns.com/",
    "attribute_id": "19b74eea-4dc2-4a08-b9ee-d11867db9862",
    "score": 0.43037118717506,
    "basic_attributes": {
        "age": 26,
        "gender": 1,
        "ethnicities": {
            "estimations": {
                "asian": 0.773225215279768,
                "indian": 0.67751061597001,
                "caucasian": 0.65579404856923,
                "african": 0.572310972223708
            },
            "predominant_ethnicity": "indian"
        }
    },
    "samples": [
        "74df24e6-c555-489c-ad6d-85dcdcd447cb",
        "aaaead59-0a30-4392-9d5e-2ac42603d1ae",
        "6e7c09e9-78b5-414a-95b7-1d599cc787f9"
    ]
}
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": "4be04ffc-9c44-4efb-897b-6ec19410b760",
    "external_id": "jDnrDfRcbIzePsYBmJZx",
    "attribute_id": "91c3d8c7-9e9a-4d8f-8a3c-e553e50b2fe1",
    "create_time": "1975-07-26T06:11:21",
    "lists": [
        "8fa5bfb3-4358-4aac-80d4-784bcad20753",
        "3590ca12-daa7-4bf6-9fbf-076558bce5e8",
        "322b5f98-8587-4266-84a1-5ae322852212"
    ],
    "avatar": "http://williams.com/",
    "event_id": "c952f9b4-d414-4dde-a2e3-cda9bb3f2512",
    "user_data": "rogersdean"
}
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": "28a03629-6e4d-4148-a4fa-61532de13d4a",
    "user_data": "9015 Eric Mill Apt. 026"
}
event_match_result_by_face
Object Properties:
  • similarity (float) – similarity

  • face (face) – match face

JSON Example
{
    "similarity": 0.227605988315557,
    "face": {
        "face_id": "d72f6235-2270-44e1-9b9e-169c0055ebd8",
        "external_id": "xdXmPQwzJjVRUzfrMdHk",
        "attribute_id": "c7808b0e-a44a-4212-b532-20a4f6ac30dc",
        "create_time": "2018-10-22T19:39:43",
        "lists": [
            "6d8ed495-34d9-456d-9451-83ba184cf656",
            "9f5293c8-d9ea-443f-8597-67b93ba4b055",
            "067dba01-b722-4c3e-891f-5af4112fd00b"
        ],
        "avatar": "http://www.nelson.com/",
        "event_id": "52038aac-9080-41e8-a38f-7ca4d9810c2f",
        "user_data": "berrystacy"
    }
}
event_match_result_by_list
Object Properties:
JSON Example
{
    "candidates": [
        {
            "similarity": 0.933077526702881,
            "face": {
                "face_id": "627509a9-1a1a-4086-a3b0-172fa88cfb45",
                "external_id": "TOygCsFNKEqvtDgeMzRs",
                "attribute_id": "fe95a0e0-1985-4c3d-bb08-855c9fc7f583",
                "create_time": "1976-10-15T14:17:48",
                "lists": [
                    "c23dc3b0-d0ea-49b9-bde0-74ccd9f8958a",
                    "cfa0a630-7538-4c6a-bd72-83e71d68bb6e",
                    "52ab818f-5d34-474b-9cc3-c5a3591332c1"
                ],
                "avatar": "https://calhoun.org/",
                "event_id": "b01c005e-7df0-471b-8f8d-e5bc1909e55c",
                "user_data": "phillipfitzpatrick"
            }
        },
        {
            "similarity": 0.962840553660277,
            "face": {
                "face_id": "ca8c2156-0b63-4e45-a5e5-bc953854a242",
                "external_id": "tjrqVVWWyUXMkeJvUtHQ",
                "attribute_id": "3199d1d1-b233-4f42-ab42-90e4bb37beec",
                "create_time": "1970-07-22T10:07:15",
                "lists": [
                    "c5e4b7d6-b391-452e-bfc2-b780ebd88644",
                    "5021ce41-3ec6-4bfb-bde4-ae156f59b7ca",
                    "ad5a6550-6768-44f4-ab56-a2932fae43a2"
                ],
                "avatar": "http://www.woods.biz/",
                "event_id": "ad981360-f4d3-4451-a2be-777509d8c8d8",
                "user_data": "robin30"
            }
        },
        {
            "similarity": 0.85638525581556,
            "face": {
                "face_id": "4ca9d3ee-6cb5-4c53-8470-39bbcea0bd13",
                "external_id": "AgpJaZLsWlVngsNqWjUf",
                "attribute_id": "7685be1f-0b52-49cc-8c23-c52a8b62aa81",
                "create_time": "1993-10-21T03:35:40",
                "lists": [
                    "ed85ce3d-0b17-47c3-83c6-464f875b475b",
                    "fdaaaeb3-5e10-4676-9a3e-9da3c7cedcc8",
                    "376a70e0-efd9-4e02-85c8-e696c9c5092e"
                ],
                "avatar": "http://www.davis.org/",
                "event_id": "32826552-e20e-4a6c-8605-29d090ec7a55",
                "user_data": "wferguson"
            }
        }
    ],
    "list_info": {
        "list_id": "10bf4154-552f-4a73-9a8b-bcd829bccb14",
        "user_data": "350 James Trace"
    }
}
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": "85de4e7c-bad8-41ab-8254-c54ef7c8f484",
    "Luna-Request-Id": "WvTuBTUPaycPCRcftdNP",
    "events": [
        {
            "samples": [
                "e69b8d02-05e6-49d2-9a80-92280dd5342a",
                "3766a665-a1eb-4256-b472-4a8154d560a5",
                "96b10113-1eb2-4e26-aac9-9c65a3b333ea"
            ],
            "attributes": {
                "url": "https://peters-franklin.net/",
                "attribute_id": "78013821-614d-4a93-8dbf-57aeddcc39d7",
                "score": 0.192688833489868,
                "basic_attributes": {
                    "age": 47,
                    "gender": 1,
                    "ethnicities": {
                        "estimations": {
                            "asian": 0.85771544657714,
                            "indian": 0.544914180753274,
                            "caucasian": 0.842232263374848,
                            "african": 0.474867196028412
                        },
                        "predominant_ethnicity": "caucasian"
                    }
                },
                "samples": [
                    "02f3353b-64f5-42f0-a024-fb3ccba1b1bc",
                    "791eb44d-a802-44f7-895c-d7522d5a9c45",
                    "e83a7dbb-9db4-4521-adf7-4d3caa36cd8b"
                ]
            },
            "source": "426 Burns Village Suite 763",
            "tags": [
                "OgzgayufvBKxyZVuKHpz",
                "yGwTPkUTwlhMpCWvVhnM",
                "cxgXEnsdQOXlqwGjKgLN"
            ],
            "event_id": "f87b577b-994b-4f79-b87b-5e5d886b21a0",
            "match": [
                {
                    "candidates": [
                        {
                            "similarity": 0.761484893512219,
                            "face": {
                                "face_id": "7c2aebc6-4ea9-41e5-9f37-7f7aee2a18f9",
                                "external_id": "iKtcUytLmQWtBaFHiFPd",
                                "attribute_id": "dac10e8a-0d21-4984-a409-155887d8ce92",
                                "create_time": "2010-08-09T22:09:22",
                                "lists": [
                                    "2e0573b6-5521-4b55-8857-04a7c07a5b25",
                                    "8cdaf722-b195-4ad1-b857-deeee27cbe4d",
                                    "83442e62-8cbe-48c9-91ec-abc084056f30"
                                ],
                                "avatar": "http://www.carpenter.net/",
                                "event_id": "c2f411f9-9382-49ed-a8dc-d75d7f3fc267",
                                "user_data": "sclarke"
                            }
                        },
                        {
                            "similarity": 0.668711853693535,
                            "face": {
                                "face_id": "e905834c-a2ef-4806-9236-7c662d975097",
                                "external_id": "qaDnMJDGKoPYkxxHrtEG",
                                "attribute_id": "f5543e22-8668-499f-b972-72bcce4f805a",
                                "create_time": "1997-11-22T21:31:38",
                                "lists": [
                                    "c10ee9cc-f3f6-43b2-a1c5-6ffe5ea6b92b",
                                    "c5ab6f34-3152-4c15-8e26-6e8e8ce66634",
                                    "b2485c20-74ed-42d9-b794-0f0cb2f27f3e"
                                ],
                                "avatar": "https://taylor.com/",
                                "event_id": "4d38851b-9ff0-4063-b497-162d5ac16772",
                                "user_data": "thampton"
                            }
                        },
                        {
                            "similarity": 0.591383708740443,
                            "face": {
                                "face_id": "295870a8-fe3b-4f81-99c0-c36c59dc72b9",
                                "external_id": "xUWcReQlAecEtHLnwjla",
                                "attribute_id": "6657ef2e-38d1-437a-9e34-0ff64e4eb7b9",
                                "create_time": "1996-01-15T11:00:45",
                                "lists": [
                                    "e27f0f88-9b1e-486b-b9a8-bab8341d2b10",
                                    "af338bdf-ed5c-4918-9d66-1a015e7f1a8b",
                                    "8e79732e-a7a5-4d52-97e3-806fe788feaf"
                                ],
                                "avatar": "https://wilcox.com/",
                                "event_id": "9d12fede-94f2-489f-9351-e340226e2b8b",
                                "user_data": "nmorales"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "6268d633-29d2-4d31-a0e4-e0d8848237a2",
                        "user_data": "1992 Bridges Row Suite 119"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.854224697896111,
                            "face": {
                                "face_id": "16533657-065c-40bd-8b2a-03c44501ce7c",
                                "external_id": "FCTkvbexRIJZhnjnWJNa",
                                "attribute_id": "67291746-ff2a-403d-b151-a51818341c25",
                                "create_time": "2018-03-27T23:53:52",
                                "lists": [
                                    "93721aa6-47cc-4b70-8ab9-417acf558a99",
                                    "ae2db517-6ee1-4454-9842-b22ed816ddaa",
                                    "b96b7dcc-bf09-4854-960b-4de8f152aa7e"
                                ],
                                "avatar": "https://www.lewis-jackson.biz/",
                                "event_id": "5a89bb6d-d8aa-4790-ab37-4e479e80d85e",
                                "user_data": "vhernandez"
                            }
                        },
                        {
                            "similarity": 0.95563508789933,
                            "face": {
                                "face_id": "e2afe347-1247-442c-9f93-5891cd84915f",
                                "external_id": "ehFBJJyeXHgoapTanuCJ",
                                "attribute_id": "8ecffd12-bffd-49c7-ba12-bb443e47193f",
                                "create_time": "2000-02-11T11:08:29",
                                "lists": [
                                    "ed5f5e74-1928-4399-ad01-2bf471d1552a",
                                    "2b931d82-2b9b-4aec-8b03-b5e830b37f21",
                                    "d2d4631d-b831-451a-95c2-16a828104d78"
                                ],
                                "avatar": "http://www.choi.com/",
                                "event_id": "f48b712e-7648-494f-8d23-38e2bce56316",
                                "user_data": "toddjones"
                            }
                        },
                        {
                            "similarity": 0.703076846858,
                            "face": {
                                "face_id": "f0012edd-5a43-47e5-8919-840ccf6f8c94",
                                "external_id": "pvGZOAdgxhyWWQxTHKkT",
                                "attribute_id": "c66d3b1f-b969-4491-a68d-40286b6d5326",
                                "create_time": "1989-11-06T02:37:11",
                                "lists": [
                                    "c0091994-5f43-4253-9bdd-3747d857c4e6",
                                    "a19b273f-ddd2-4911-bdf5-7c7f1a55fcca",
                                    "8d9cbf20-e275-4843-93c0-c0de68147b49"
                                ],
                                "avatar": "https://www.le.com/",
                                "event_id": "88fe2274-e5bb-4daf-9147-e9b8fe62c865",
                                "user_data": "jasonpatterson"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "8b55094e-be0d-4504-85dd-8c28d8bc675b",
                        "user_data": "620 Tony Ridges Apt. 836"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.555005741564687,
                            "face": {
                                "face_id": "585f2b9f-132d-4165-98d2-9f15bf229f81",
                                "external_id": "reGOjWKcXXdndltkoEWh",
                                "attribute_id": "68cd0fa1-016d-42ec-99ff-a76597bf9f3a",
                                "create_time": "1985-09-27T14:57:08",
                                "lists": [
                                    "7b9fce5b-6c55-47d6-b9a4-e037d11e3180",
                                    "8d6a79a8-f1ff-4c3e-8f1a-2e8a388769e5",
                                    "25556fea-5615-4b84-b1da-9b472469650f"
                                ],
                                "avatar": "https://www.anderson.info/",
                                "event_id": "508b5a4c-cbcc-49f2-9e7b-62535edf9557",
                                "user_data": "hernandezhannah"
                            }
                        },
                        {
                            "similarity": 0.419304780849159,
                            "face": {
                                "face_id": "d2157746-f3b1-4e67-b844-7aec3e919b6d",
                                "external_id": "zLQcamcWBeaMpitRwneG",
                                "attribute_id": "2c9b7863-45ff-47a3-8b1f-4d5bb34496ad",
                                "create_time": "1977-05-24T06:50:28",
                                "lists": [
                                    "146cf52f-037f-45f6-af9d-3b5e01ac03ab",
                                    "742e11b8-55ff-42cd-bcbe-a65f6b8c3a11",
                                    "82c9e9e6-6e93-4b1c-9852-20f76a2c1225"
                                ],
                                "avatar": "https://www.murphy-gentry.biz/",
                                "event_id": "99557f30-51dc-4a10-a8c8-089affd271ae",
                                "user_data": "joshuabowers"
                            }
                        },
                        {
                            "similarity": 0.33941206845848,
                            "face": {
                                "face_id": "9861efa8-6e66-4019-a090-8d8fa0ff12bf",
                                "external_id": "dUzhhJERzdClTzYLLUNO",
                                "attribute_id": "c111bdca-c5c2-49ec-be93-721696439914",
                                "create_time": "1984-10-21T04:00:22",
                                "lists": [
                                    "3d936858-7c8c-4459-8b4a-0d70879a114b",
                                    "779860bb-135f-48f0-b331-872b87e9f00b",
                                    "3cbed1d6-9484-4ab0-9c8e-60106207686d"
                                ],
                                "avatar": "https://robinson.com/",
                                "event_id": "8bb5bfb2-313d-47e9-9f23-fd3c933cbc0d",
                                "user_data": "hayessheryl"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "7557f663-8fd7-4271-9cb3-73ec17b9f0c7",
                        "user_data": "7884 Katherine Union"
                    }
                }
            ],
            "url": "https://jones.com/",
            "face": {
                "face_id": "53b6e0b3-94af-4a42-9a78-878cb2f61840",
                "external_id": "odBQDMIthWHYXzTuoxyQ",
                "attribute_id": "2616db2b-e1d8-43e0-9a6e-cc3f821641f4",
                "create_time": "2014-09-14T18:32:17",
                "lists": [
                    "8feb2072-a421-4ce7-8b38-3082b87b2244",
                    "918b759a-ac84-4a49-a9d2-ad9f4355209d",
                    "b880a6b3-d59e-4695-a069-3f53c083342c"
                ],
                "avatar": "http://hernandez.com/",
                "event_id": "4c2e1b84-b15c-4a8b-bbfd-8590ec628587",
                "user_data": "timothy57"
            },
            "detections": [
                {
                    "filename": "kgzDRtYzWCAIgsSDIZHc",
                    "sample": {
                        "url": "https://simon.com/",
                        "sample_id": "b1d61de0-a17d-448e-8cce-b506814a4d50",
                        "detection": {
                            "attributes": "{face_attributes object}",
                            "quality": {
                                "light": 0.932920771922293,
                                "dark": 0.596731443054149,
                                "saturation": 0.932366021030599,
                                "blurriness": 0.846867501963782
                            },
                            "rect": {
                                "height": 8501,
                                "width": 1618,
                                "x": 1526,
                                "y": 5091
                            },
                            "landmarks5": [
                                [
                                    405,
                                    4690
                                ],
                                [
                                    8148,
                                    4641
                                ],
                                [
                                    240,
                                    9412
                                ]
                            ],
                            "landmarks68": [
                                [
                                    1594,
                                    2887
                                ],
                                [
                                    5930,
                                    9756
                                ],
                                [
                                    5057,
                                    5813
                                ]
                            ]
                        }
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