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": 32,
    "gender": 0,
    "ethnicities": {
        "estimations": {
            "asian": 0.401774820734314,
            "indian": 0.40905446309242,
            "caucasian": 0.782795472972391,
            "african": 0.68405236744347
        },
        "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://collins-tucker.com/",
    "attribute_id": "6c76ddba-47ac-43f4-a586-252badcbb6aa",
    "score": 0.572863536453275,
    "basic_attributes": {
        "age": 16,
        "gender": 0,
        "ethnicities": {
            "estimations": {
                "asian": 0.142573749037471,
                "indian": 0.173434780604514,
                "caucasian": 0.640048431978578,
                "african": 0.434301190311647
            },
            "predominant_ethnicity": "african"
        }
    },
    "samples": [
        "3154e2f7-49a2-4ea9-b8a6-9b19a64164d4",
        "2d6811f9-6f0a-4cd3-8f4f-5a0ce893aeed",
        "9a9fe49e-86d6-43f3-a942-cabd3df88efe"
    ]
}
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": "84bb3682-eba7-418b-8dc2-8d67f10b152a",
    "external_id": "GHCwqbeeAXlMlCKuEDXm",
    "attribute_id": "d4242999-cff0-4395-b257-ca9b0a507894",
    "create_time": "2024-05-20T20:07:31.800057",
    "lists": [
        "ec559b59-0943-4fe6-bad5-81e4bb34ef78",
        "c5b47d05-6184-41d2-ab9d-570d9858adec",
        "6ee705ee-33c2-4cee-970d-3959ceda0126"
    ],
    "avatar": "http://hubbard.com/",
    "event_id": "b6b171dc-1aa7-404b-976a-473e17f843f7",
    "user_data": "hollyjohnson"
}
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": "8e9baa8d-9ab5-4857-b447-38f0fbb04058",
    "user_data": "8186 Harry Way Suite 790"
}
event_match_result_by_face
Object Properties:
  • similarity (float) – similarity

  • face (face) – match face

JSON Example
{
    "similarity": 0.716222404305958,
    "face": {
        "face_id": "6ce15ceb-81b6-48f9-b811-351d3aa54407",
        "external_id": "ihSuVDWpjxJQXMYpQrtC",
        "attribute_id": "b00608b0-a466-4f0c-baf1-735fe4fb4011",
        "create_time": "1991-10-01T18:11:12.769024",
        "lists": [
            "0bbca8df-f93d-4946-9c13-733b17716276",
            "51043905-26c1-4a1d-8466-f1f0c51b910a",
            "323cc4e2-0e2e-4627-8eb6-eeffe6d65bdd"
        ],
        "avatar": "https://leonard.com/",
        "event_id": "a0aded02-e333-4e9d-90f5-65ce08452eb2",
        "user_data": "david03"
    }
}
event_match_result_by_list
Object Properties:
JSON Example
{
    "candidates": [
        {
            "similarity": 0.400880271777675,
            "face": {
                "face_id": "3f769a98-a2da-4725-be7d-565e5c596c05",
                "external_id": "oGpmxpGRaTUgWpdToVIy",
                "attribute_id": "870afa05-6751-438e-b996-be50645b69b9",
                "create_time": "1972-05-18T05:35:04.877867",
                "lists": [
                    "5645e5d7-9b66-4c7b-ac31-e21cb2ed5b14",
                    "5b961a00-249f-44e6-bdb2-967acbaf4de8",
                    "e2cf9d87-ccae-4bea-bb42-eb8a6c37b68b"
                ],
                "avatar": "https://www.rush.info/",
                "event_id": "4fa9c699-6bbe-48b2-8d40-a47ff0087516",
                "user_data": "markspence"
            }
        },
        {
            "similarity": 0.598790500261701,
            "face": {
                "face_id": "a969a0de-073f-4656-810a-c5b20b08bcdd",
                "external_id": "ApZQOwtVFqTWDAQWpYnM",
                "attribute_id": "96057a31-e40c-4435-ab76-ff7caf7d826b",
                "create_time": "2015-11-08T10:03:24.206649",
                "lists": [
                    "633d1c03-adb8-4f74-a57d-67826f96d2f1",
                    "482fb054-9a55-41ac-9459-445103f68d81",
                    "ea5486ea-c091-4e14-b733-6faacf577116"
                ],
                "avatar": "http://moore-proctor.org/",
                "event_id": "4805d14b-2edd-438f-b2f4-f8987f04ad48",
                "user_data": "reeseashley"
            }
        },
        {
            "similarity": 0.100944558340732,
            "face": {
                "face_id": "8bea943b-b34e-4482-bf63-3bd017b05654",
                "external_id": "DLBcaHcWKeqlwkbolcWI",
                "attribute_id": "6f3698f4-4e19-41fb-996b-48212f441632",
                "create_time": "1995-11-29T13:43:46.369976",
                "lists": [
                    "bf94e5ff-5f59-4c13-a519-4b5b77fd19cf",
                    "857bfbdc-15bf-48a2-b197-10c843da403a",
                    "0da8ff81-191b-474f-9e05-0f30a8ddacfc"
                ],
                "avatar": "https://www.bradley-friedman.com/",
                "event_id": "794e92fe-8dd9-48fd-a3d2-f05478b4e313",
                "user_data": "dreyes"
            }
        }
    ],
    "list_info": {
        "list_id": "29bad55d-7300-4a3e-affe-d789c300841d",
        "user_data": "087 Heidi Way"
    }
}
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": "a7c87a80-942b-41a8-b6cc-d7a041079207",
    "Luna-Request-Id": "stnCWXOSIIXqhleHAYaA",
    "events": [
        {
            "samples": [
                "848e024d-c4a7-4044-8a9c-1a292842efbc",
                "ce47473c-6d62-4837-b40f-58794e04695f",
                "c9e12ab1-2514-4c1e-8e06-0eddaae661c4"
            ],
            "attributes": {
                "url": "https://www.cortez-ramirez.com/",
                "attribute_id": "5188d3a2-2d76-4bd5-977c-7ee338e75540",
                "score": 0.42125057289614,
                "basic_attributes": {
                    "age": 35,
                    "gender": 1,
                    "ethnicities": {
                        "estimations": {
                            "asian": 0.511454889528647,
                            "indian": 0.986636097834824,
                            "caucasian": 0.153136727916473,
                            "african": 0.734549879496488
                        },
                        "predominant_ethnicity": "indian"
                    }
                },
                "samples": [
                    "c1b2f226-fc21-4f31-b733-a98dc43ffb22",
                    "4878a4ce-2104-4c7a-bd70-38558e25f287",
                    "df716304-f8ec-49fb-808f-cee00f4b4cf1"
                ]
            },
            "source": "736 Smith Shores",
            "tags": [
                "SCvJDhuejJPwWvlSfKjS",
                "vvbqBewkcteunUWHbyyM",
                "TWXcmnxUkWKtWRebSLfR"
            ],
            "event_id": "98976dc6-004e-4977-9dd6-32c66afac96d",
            "match": [
                {
                    "candidates": [
                        {
                            "similarity": 0.700467572686972,
                            "face": {
                                "face_id": "ca433713-cc74-47a6-9cc7-bdba293a7d5b",
                                "external_id": "wjIfZGWOcbmubtEXvbeQ",
                                "attribute_id": "99ff81e2-ed62-4041-9182-ad025ba01598",
                                "create_time": "2022-02-23T08:33:54.449640",
                                "lists": [
                                    "e0054369-3a93-479e-a4bc-e420018d0512",
                                    "6c9d28c7-6d77-41d0-ae3d-f0446e51c45c",
                                    "e184c066-8963-4400-b2a3-e4660aaed69a"
                                ],
                                "avatar": "https://www.bartlett.com/",
                                "event_id": "0e3befa1-2001-4170-9484-d6e341a95826",
                                "user_data": "steven98"
                            }
                        },
                        {
                            "similarity": 0.423381839680535,
                            "face": {
                                "face_id": "d44396a8-3780-465d-b299-708ed7ad0f17",
                                "external_id": "BrubBMjczPGhBRGxHSKl",
                                "attribute_id": "67b24c05-add7-4aae-adb3-6006cbbc84ca",
                                "create_time": "1995-07-11T22:42:15.610736",
                                "lists": [
                                    "089e163d-231c-4bf3-8534-67feaffd8d9e",
                                    "5f4e047b-5735-4217-8d2e-b6fa0f21ca82",
                                    "67073c1a-7a5f-48fb-b8da-6caa162a2d7b"
                                ],
                                "avatar": "http://johnson.info/",
                                "event_id": "55be34f8-9a02-4733-822a-b65a80dfb1e1",
                                "user_data": "jessicajohnson"
                            }
                        },
                        {
                            "similarity": 0.650274732709066,
                            "face": {
                                "face_id": "733366c9-5895-4a78-b6da-d6f4c48aea4a",
                                "external_id": "iigwYUQkznHHvfPfjQvq",
                                "attribute_id": "1ff2924d-34cd-4439-a5b5-137fe4a47bd8",
                                "create_time": "1985-06-02T15:20:40.317826",
                                "lists": [
                                    "1d872d9d-6e11-4dfa-ba71-1e8705621744",
                                    "19efe04d-66e3-41f3-9060-0be49b8d6ec6",
                                    "72c79078-3b31-44e9-a79c-adc5c75294e0"
                                ],
                                "avatar": "http://www.brown-gomez.com/",
                                "event_id": "4f3dc1f7-ead0-403e-8d2d-6b84820e1eaf",
                                "user_data": "blopez"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "7ac02074-791f-47c7-b75c-50d723cf52dc",
                        "user_data": "1315 Christopher Road"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.452930232972966,
                            "face": {
                                "face_id": "456e1306-562e-498f-9fc3-793e8eae3221",
                                "external_id": "SHMhpNYHdxrKsoMhUDKz",
                                "attribute_id": "0a6505bf-d030-4465-a81e-ac799b6387ad",
                                "create_time": "2023-02-03T14:42:56.860480",
                                "lists": [
                                    "be1f7920-621f-4111-96da-28c8af136da4",
                                    "d25ced2a-6382-4d67-9051-cffc9b699b12",
                                    "8ca46e2f-3e6c-41cd-a446-35de96550f9d"
                                ],
                                "avatar": "https://www.evans-smith.net/",
                                "event_id": "77f6238b-b582-46bb-a4a0-cf78fd93487f",
                                "user_data": "scottjones"
                            }
                        },
                        {
                            "similarity": 0.60191988470865,
                            "face": {
                                "face_id": "6c15aded-4953-40a8-9f96-6044979919fc",
                                "external_id": "YwxyzZfKGorpKKvadSTz",
                                "attribute_id": "ebd41d4b-8fd3-4926-ad27-a9e979a32600",
                                "create_time": "1979-06-09T23:43:31.001860",
                                "lists": [
                                    "891f37f6-6d79-482b-8e5d-5fc66241aada",
                                    "8142b5fd-9594-482b-b93c-63773a11752c",
                                    "68d19de1-7dac-4bbb-b746-c85251553a47"
                                ],
                                "avatar": "https://fletcher.com/",
                                "event_id": "f60b8a8f-b59f-4984-8510-01154aa5ede9",
                                "user_data": "igarcia"
                            }
                        },
                        {
                            "similarity": 0.86899535541304,
                            "face": {
                                "face_id": "5a5b692e-fd2c-47f0-90e5-3a7008d1733c",
                                "external_id": "fzkqnYWhbBinTGCMDBCq",
                                "attribute_id": "9197c71b-4777-4062-aa1e-60b4fe0bc1ee",
                                "create_time": "1996-11-13T20:32:20.360870",
                                "lists": [
                                    "a354e01b-4999-4c5b-80da-55b4cd43c097",
                                    "a6552222-2877-4578-a8e4-ed27efe80aff",
                                    "afff57d9-e22d-4152-8509-b8239468bffa"
                                ],
                                "avatar": "https://www.williams.net/",
                                "event_id": "f29a55b3-c23c-4ac5-a0a7-8b3dd6a58dbe",
                                "user_data": "holmesamy"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "453331d9-c029-4b78-a13a-b769e79e0252",
                        "user_data": "94274 Mclaughlin Way"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.5491501153091,
                            "face": {
                                "face_id": "efe749eb-fca3-4b5f-8a66-5e70af792908",
                                "external_id": "JqqIzYxiNrQuzeLJKhpX",
                                "attribute_id": "69772adf-51dc-45d2-a615-33081ceb746e",
                                "create_time": "2009-12-03T01:29:10.018612",
                                "lists": [
                                    "59fe4445-acdb-4837-a097-a7c7527c33a2",
                                    "81664e12-a783-4d25-bb84-6ac71b165a9c",
                                    "32b32a4f-502d-493e-a898-3d3d8b092075"
                                ],
                                "avatar": "http://caldwell.com/",
                                "event_id": "28f3d719-d11b-4714-b9de-5a274cf2c06c",
                                "user_data": "bradfordjacob"
                            }
                        },
                        {
                            "similarity": 0.475917315348675,
                            "face": {
                                "face_id": "52ef3740-79ae-49c7-b1cd-ba7c52448f2f",
                                "external_id": "RIjgxwkmoVZUvjgLDGCf",
                                "attribute_id": "78e6bea2-bb74-439d-bdd2-a4dbdb9df230",
                                "create_time": "1971-03-20T18:04:35.562699",
                                "lists": [
                                    "70d32b0d-1981-40c2-b765-a1d3f102543a",
                                    "b3a3a7df-34b3-493f-bd5d-42591d45bf64",
                                    "3d137f61-6ab5-49a7-bf83-110958d99294"
                                ],
                                "avatar": "http://bryant.com/",
                                "event_id": "d2c9967d-5a7d-4eb4-9507-b8f88d463bdb",
                                "user_data": "phamilton"
                            }
                        },
                        {
                            "similarity": 0.172638100253694,
                            "face": {
                                "face_id": "12dc72b2-e048-4f0e-8c69-ed564ec22479",
                                "external_id": "zhmDvaajbpkoVcIZmpYS",
                                "attribute_id": "74477654-19bb-44bd-be2f-b1315d0b7558",
                                "create_time": "1996-05-05T10:51:11.975860",
                                "lists": [
                                    "e71eeb22-3d60-48b5-8cc4-9099be610abb",
                                    "0ff7c323-ae42-458a-a0a4-8c427911574f",
                                    "134cc959-1731-40a9-8866-3bb4f42effa1"
                                ],
                                "avatar": "http://higgins.com/",
                                "event_id": "88b890eb-09b7-4188-a5f5-73432e72f8d5",
                                "user_data": "tpeterson"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "eb4ed1c0-590e-4264-b8fd-a74ceb3260a2",
                        "user_data": "2259 Antonio Vista"
                    }
                }
            ],
            "url": "https://www.castillo-zavala.com/",
            "face": {
                "face_id": "4e58f6d2-67af-44d5-8b04-bc28713c97d1",
                "external_id": "XaZKijPYGMbdAmBWCFHd",
                "attribute_id": "c66574a7-f534-4b43-833c-b833ea656516",
                "create_time": "1996-02-07T11:31:29.339971",
                "lists": [
                    "bdb7e936-c932-4de9-8dad-ca9eb2740eaa",
                    "fa2bcef0-6258-4d57-ac18-1c466f93cd45",
                    "69a9ad89-719e-463a-ae18-01b75d396599"
                ],
                "avatar": "https://weber.com/",
                "event_id": "88fc7c7d-a83f-4b17-adc4-94258a12cab5",
                "user_data": "ronald89"
            },
            "detections": [
                {
                    "filename": "jOaFohqZounSRLqVJlSh",
                    "sample": {
                        "url": "https://white-brown.info/",
                        "sample_id": "17a7f5c5-c45b-4dea-9b61-8d3eca64f3f6",
                        "detection": {
                            "attributes": "{face_attributes object}",
                            "quality": {
                                "light": 0.692745858168367,
                                "dark": 0.826567515289398,
                                "saturation": 0.522030375959472,
                                "blurriness": 0.338022041422221
                            },
                            "rect": {
                                "height": 4907,
                                "width": 1353,
                                "x": 2628,
                                "y": 5266
                            },
                            "landmarks5": [
                                [
                                    2705,
                                    6778
                                ],
                                [
                                    7468,
                                    5199
                                ],
                                [
                                    6235,
                                    2789
                                ]
                            ],
                            "landmarks68": [
                                [
                                    2954,
                                    9133
                                ],
                                [
                                    2174,
                                    9475
                                ],
                                [
                                    3521,
                                    4776
                                ]
                            ]
                        }
                    }
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