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": 67,
    "gender": 0,
    "ethnicities": {
        "estimations": {
            "asian": 0.315494215155298,
            "indian": 0.776575275137156,
            "caucasian": 0.527205243238829,
            "african": 0.628869290287375
        },
        "predominant_ethnicity": "asian"
    }
}
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.lopez.com/",
    "attribute_id": "2a4e4bff-638a-4c7c-8b2c-db82adc7e3a9",
    "score": 0.762512217282869,
    "basic_attributes": {
        "age": 25,
        "gender": 1,
        "ethnicities": {
            "estimations": {
                "asian": 0.169610440849534,
                "indian": 0.852131868237243,
                "caucasian": 0.11596509099125,
                "african": 0.916289729019008
            },
            "predominant_ethnicity": "african"
        }
    },
    "samples": [
        "15436473-fadf-46de-9154-0e6ad3ff25e5",
        "d2e6cf98-c4fc-415b-a2e4-2be217e76445",
        "8ede71ae-d98b-4805-9e3e-9b3c4d4ad7f2"
    ]
}
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": "d4272d75-8fd9-4cd1-98c8-5caef302c814",
    "external_id": "ALGByIFLRbbFRGVsSwQx",
    "attribute_id": "aa9ce4ba-ae3c-4f9b-a50e-cc1d5da381f3",
    "create_time": "1989-02-17T17:58:48",
    "lists": [
        "855068c6-dd77-4e3b-bedf-a71b68b241fd",
        "92106c29-e258-4b43-aee8-2b9a44d4eefc",
        "0a101e6b-c9ed-409c-8397-b1821612e5f6"
    ],
    "avatar": "https://chavez.net/",
    "event_id": "d8c63535-0631-4da9-8afa-9e8da3d3f0bb",
    "user_data": "alexanderallison"
}
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": "a26ae92e-8851-4d9d-980f-842e2913ef68",
    "user_data": "2588 Miller Shores"
}
event_match_result_by_face
Object Properties:
  • similarity (float) – similarity

  • face (face) – match face

JSON Example
{
    "similarity": 0.184401278270774,
    "face": {
        "face_id": "6a53d1d5-d434-4b2e-9ef8-fc743fabddb0",
        "external_id": "ChsagKoxgBxRMYlzXWGd",
        "attribute_id": "4f6bc6fe-e712-418b-9be7-7dd8e8fc3d3b",
        "create_time": "1973-07-26T13:38:48",
        "lists": [
            "2d370587-6e60-4466-8d42-1a0d38d06d74",
            "cdc25b7a-fbf6-41ab-89dc-12fd2c1b6a39",
            "a3d212d1-58b7-432f-a968-c10a5b0302e3"
        ],
        "avatar": "https://www.strickland.com/",
        "event_id": "643bbb19-ef60-4a8a-9d77-2d72e0a69ea0",
        "user_data": "peterleon"
    }
}
event_match_result_by_list
Object Properties:
JSON Example
{
    "candidates": [
        {
            "similarity": 0.575835208394871,
            "face": {
                "face_id": "8fa0d963-582c-4feb-8837-4933470ef95b",
                "external_id": "SOnbMrYSZHXWKGaJKBQf",
                "attribute_id": "238c5ce4-e4b2-412a-9b45-044c3c13c82a",
                "create_time": "2013-10-13T15:19:37",
                "lists": [
                    "c646b2da-d3c7-4ba3-b856-825b235a1c67",
                    "800748da-67a4-40b2-97a1-be77cb1faf6c",
                    "3a228474-2b7c-4fe0-a85a-45ba4f789aee"
                ],
                "avatar": "https://www.anderson.org/",
                "event_id": "a93fbfc1-e71f-492e-8d61-591d206563c6",
                "user_data": "plevine"
            }
        },
        {
            "similarity": 0.301419078728406,
            "face": {
                "face_id": "99ec119d-ed88-4654-99a5-6fa020e986d9",
                "external_id": "mtTtOBIBxGrMDkxDypBC",
                "attribute_id": "ba297898-cc3e-4d81-a680-3544a3173434",
                "create_time": "1998-07-06T11:23:24",
                "lists": [
                    "1e65cce6-d397-4bf2-9c38-5b03b56839d9",
                    "3a0ba5b4-1d7c-474e-9b9c-3214546d5937",
                    "734749e6-2b7b-41ba-8329-e1d3a9147448"
                ],
                "avatar": "https://campbell.org/",
                "event_id": "66fca4a3-9740-40ad-8d7c-9de6566721c6",
                "user_data": "andrea88"
            }
        },
        {
            "similarity": 0.393211263074915,
            "face": {
                "face_id": "8a686d9b-37e4-47ab-a7a3-7ab63fb1dd57",
                "external_id": "tZqEQEDAsADhLHamdbqY",
                "attribute_id": "91cdc074-fdb7-4921-9aae-9543a7035ce6",
                "create_time": "1997-02-25T21:12:08",
                "lists": [
                    "af9cd9b8-019f-4fa7-acff-e82cafbca78c",
                    "d9047b31-8db0-4307-963b-796e5b1ae87a",
                    "adea36f3-ca93-4e38-ac88-a435bcb8604e"
                ],
                "avatar": "https://www.anderson-gilmore.com/",
                "event_id": "607dd385-d7a4-4a39-aeb0-09b6d46ce9ba",
                "user_data": "christinareed"
            }
        }
    ],
    "list_info": {
        "list_id": "0f2da01a-a83d-40f8-b019-b0d20a425ff4",
        "user_data": "373 Cynthia 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": "72e60459-3da1-4aa9-8bf7-0cee3cb106a2",
    "Luna-Request-Id": "JoPCqAHuydHFzhWLDOgN",
    "events": [
        {
            "samples": [
                "b5361d8a-7329-4df9-9946-0849ff68b1b0",
                "b237e438-0db5-49f7-a95f-46b603599d45",
                "b835fc10-4daf-4893-a6a1-d4ce7080a6f6"
            ],
            "attributes": {
                "url": "https://www.nelson.org/",
                "attribute_id": "b2ea379c-f3f6-4516-86ef-d5f5e3c339d3",
                "score": 0.294129697408548,
                "basic_attributes": {
                    "age": 82,
                    "gender": 0,
                    "ethnicities": {
                        "estimations": {
                            "asian": 0.662253024382802,
                            "indian": 0.169896275252728,
                            "caucasian": 0.649657196551631,
                            "african": 0.895948369580096
                        },
                        "predominant_ethnicity": "african"
                    }
                },
                "samples": [
                    "7ece710d-2d99-4583-9efc-4f3958f3630a",
                    "d23aaaf3-4b9d-4b08-a342-8b70af0cb717",
                    "85588e47-a1bf-4184-9e59-ddfc1168f5c2"
                ]
            },
            "source": "998 Jason Estates",
            "tags": [
                "pRXEvizNhqVdpcjsrFhz",
                "cCNQuGziVjHYqCHoJDcz",
                "pcVPkwmBevkEpmTaqSJF"
            ],
            "event_id": "ba50c53c-d538-43db-919f-8afa1bb8cfae",
            "match": [
                {
                    "candidates": [
                        {
                            "similarity": 0.995550064304585,
                            "face": {
                                "face_id": "bb927482-fce9-452e-b658-19b9d13ab3c6",
                                "external_id": "OfDVPfeXgyUjEtvQrEbb",
                                "attribute_id": "a49ad39b-2269-4707-b9e8-ffb50fb517ae",
                                "create_time": "1971-10-27T02:23:58",
                                "lists": [
                                    "5ead3636-daa7-4795-be8f-3fd628a2bac6",
                                    "02bf2a82-5bfe-49b8-b315-cacd6b0e59f9",
                                    "48f6c3fc-0d9c-4a2b-8240-03d32af73f3d"
                                ],
                                "avatar": "https://www.leon.org/",
                                "event_id": "f01da7b1-e065-4328-852e-a8c3ad38d90c",
                                "user_data": "arnoldkeith"
                            }
                        },
                        {
                            "similarity": 0.716251513665543,
                            "face": {
                                "face_id": "5fe68189-88db-4ecd-9b8f-649944da3d90",
                                "external_id": "lvmasvmafDogUcqXhyNi",
                                "attribute_id": "1d6ce503-f8c1-4d86-a492-842d4c9ff1a9",
                                "create_time": "1980-10-22T22:49:57",
                                "lists": [
                                    "8a6a887c-97e5-44d1-8c45-6e1a558b880b",
                                    "c3e15862-684e-4314-8ee2-e39346e201e3",
                                    "47833cef-b5a2-4d8c-9fe2-a566d9828b0e"
                                ],
                                "avatar": "https://www.blake-rice.biz/",
                                "event_id": "0d079f5f-3d0c-4800-b122-66d38bb4d0e4",
                                "user_data": "hooversuzanne"
                            }
                        },
                        {
                            "similarity": 0.824677042051141,
                            "face": {
                                "face_id": "fe485faf-aa85-47c1-a7c4-d53d24ae4a63",
                                "external_id": "ylcpFhPCVaSamiyMFTlE",
                                "attribute_id": "eed0d68a-34f6-4715-8c91-8aaf14ece72f",
                                "create_time": "2011-10-13T19:47:09",
                                "lists": [
                                    "5a6b597a-2a9e-47fa-b1dc-24d206276ab5",
                                    "351bc866-9569-40a5-98e7-0f57a264ffac",
                                    "956ee665-7476-40f1-8668-f04c2828ac86"
                                ],
                                "avatar": "http://www.horn.com/",
                                "event_id": "29c3c140-9d48-4b9a-a6a4-3c28a66b7965",
                                "user_data": "wendybenson"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "efbd8176-55d9-47b9-941b-b8cb3abf406f",
                        "user_data": "8301 Claudia Motorway"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.338584303383429,
                            "face": {
                                "face_id": "58d4d94b-3500-4370-9c47-fb825867552e",
                                "external_id": "iqzExunyjmsDDymGRIgw",
                                "attribute_id": "23c33da1-2360-4bd8-ba6c-8abf5f64c9b7",
                                "create_time": "2016-08-29T23:53:42",
                                "lists": [
                                    "85c9940d-32eb-4660-8ad5-d1d9d276e279",
                                    "ceca759e-3499-4edf-94f3-621dc3b6c30b",
                                    "b6c824c3-32c7-445b-98bb-0835c94583b2"
                                ],
                                "avatar": "https://www.pearson.org/",
                                "event_id": "867e38d7-6bde-409b-9501-c0660a53248a",
                                "user_data": "kmiller"
                            }
                        },
                        {
                            "similarity": 0.201962007181963,
                            "face": {
                                "face_id": "35d6ae52-ae21-4e26-9e80-48212b393ade",
                                "external_id": "BlMhtYnOVMLwLTCIPTNo",
                                "attribute_id": "9eb9e94b-22cf-4b54-972f-46d2fa9e5ef8",
                                "create_time": "2018-11-01T19:56:00",
                                "lists": [
                                    "841cfb79-a82a-459a-8322-9347dc721ffa",
                                    "e65e4857-e9d8-48e8-a5b8-039f977b105b",
                                    "ac7f0d62-4339-48c1-b6e6-216cdb6939ff"
                                ],
                                "avatar": "https://www.mcgee.com/",
                                "event_id": "eab11aea-38ea-4b0e-9dca-ef7dfd066502",
                                "user_data": "fryenoah"
                            }
                        },
                        {
                            "similarity": 0.308133259452278,
                            "face": {
                                "face_id": "7c38411e-be00-4c4c-a3f6-081d44a82a17",
                                "external_id": "rzDwmsayaBJeArymQGIa",
                                "attribute_id": "bad648c4-8217-4930-b7e1-3293f4a2019e",
                                "create_time": "1988-03-23T19:24:57",
                                "lists": [
                                    "d460a9d3-6862-497d-af16-0e32fb01d68c",
                                    "fece5dbc-da9e-4521-9106-cfdd32562dae",
                                    "47f83209-3d24-4350-8030-0c8d2b9920e6"
                                ],
                                "avatar": "http://adkins.com/",
                                "event_id": "1495ca01-f71a-4f58-a4c1-7ba57fdb3510",
                                "user_data": "patrickmorrison"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "b69cbfe9-0513-4b2f-95f5-e82230be85b7",
                        "user_data": "826 Knight Overpass"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.396443620107277,
                            "face": {
                                "face_id": "6124ef7e-5bdb-43e9-9dcf-dec16d8e345d",
                                "external_id": "UpdVrOmCtuLJUrzTyuBs",
                                "attribute_id": "e473c362-c51c-45cc-b69b-eaeac5260bd1",
                                "create_time": "1997-05-03T07:12:49",
                                "lists": [
                                    "27c904d1-89f3-4e56-b946-07b28b8e1aab",
                                    "ecddce14-2708-4019-ac4c-0ce8d2e589ed",
                                    "e1bbba87-c26b-4808-b590-3901c9ce36ca"
                                ],
                                "avatar": "https://www.doyle.com/",
                                "event_id": "d7821c58-c765-4a51-97c3-359fc61f633e",
                                "user_data": "jacob59"
                            }
                        },
                        {
                            "similarity": 0.2916893376443,
                            "face": {
                                "face_id": "05a36bd8-b2fa-420d-bb49-b1a7034e9efb",
                                "external_id": "RyetqkoEsbUbKOoNszhf",
                                "attribute_id": "d204a13e-6bb7-444e-a126-216d6442ccb5",
                                "create_time": "1983-03-20T16:29:04",
                                "lists": [
                                    "52f0794d-2bfd-4560-bc54-4036bd914cf0",
                                    "e8bd4547-e27f-46a2-9179-9a842ed7c479",
                                    "ed724482-37a4-4c7a-8b6f-e171967e5555"
                                ],
                                "avatar": "http://www.garcia.com/",
                                "event_id": "e001952f-e530-4e55-afff-0afcf71bfa69",
                                "user_data": "gmartinez"
                            }
                        },
                        {
                            "similarity": 0.424816600018061,
                            "face": {
                                "face_id": "8e396ba9-e37c-416a-be0d-325210108d03",
                                "external_id": "hUQkwGdOqUnsCoWtYuzR",
                                "attribute_id": "fa103c76-07dc-4007-bbfb-9e83e356855e",
                                "create_time": "2022-04-08T15:37:51",
                                "lists": [
                                    "f626cea9-5e62-428e-bd5d-6687690e660e",
                                    "fc29e349-2a39-4d9e-80fd-432fb53f0ad3",
                                    "47bc9509-a3db-4655-85cf-e187665fa640"
                                ],
                                "avatar": "http://www.hudson.com/",
                                "event_id": "b45d3822-72d2-4e8b-9f06-37cc0c70b6af",
                                "user_data": "espinozadanielle"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "82aaf698-8663-49ce-887b-0248e9573466",
                        "user_data": "12640 Taylor Loaf"
                    }
                }
            ],
            "url": "http://www.hampton-smith.com/",
            "face": {
                "face_id": "7f0b0e69-ecc6-43c5-8633-c7cf44c802c5",
                "external_id": "SeuIRVYwBaSnWMsrpGTp",
                "attribute_id": "1199b6c6-06d8-4828-ac34-13f9867dc927",
                "create_time": "1994-03-24T07:21:42",
                "lists": [
                    "9a90a833-2b77-45e0-8178-ca2fc7061390",
                    "269238af-b36d-4f45-9266-faf2d0d65df6",
                    "e840176c-22b1-4b5c-b6b3-37e6ab4a8a06"
                ],
                "avatar": "http://www.hicks.com/",
                "event_id": "15579ead-2b6d-44c8-94af-8e99b71e8c9b",
                "user_data": "michael80"
            },
            "detections": [
                {
                    "filename": "sqnsavmcpSmOTWEiWkeO",
                    "sample": {
                        "url": "https://parsons-jennings.com/",
                        "sample_id": "60e8e8fd-cba8-4750-8459-4ba694353ec5",
                        "detection": {
                            "attributes": "{face_attributes object}",
                            "quality": {
                                "light": 0.81086673129459,
                                "dark": 0.850263563309863,
                                "saturation": 0.843474344425621,
                                "blurriness": 0.71351564266381
                            },
                            "rect": {
                                "height": 5215,
                                "width": 977,
                                "x": 8747,
                                "y": 496
                            },
                            "landmarks5": [
                                [
                                    3795,
                                    8467
                                ],
                                [
                                    7497,
                                    3717
                                ],
                                [
                                    1461,
                                    5451
                                ]
                            ],
                            "landmarks68": [
                                [
                                    3211,
                                    4980
                                ],
                                [
                                    2219,
                                    8207
                                ],
                                [
                                    9966,
                                    2123
                                ]
                            ]
                        }
                    }
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