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": 23,
    "gender": 0,
    "ethnicities": {
        "estimations": {
            "asian": 0.427725205167037,
            "indian": 0.847989838174113,
            "caucasian": 0.399537404578156,
            "african": 0.954610025192229
        },
        "predominant_ethnicity": "african"
    }
}
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.owens.com/",
    "attribute_id": "5f367b77-1cc6-4b5b-b85d-eea2c5430db2",
    "score": 0.661921677016185,
    "basic_attributes": {
        "age": 36,
        "gender": 0,
        "ethnicities": {
            "estimations": {
                "asian": 0.699840206885601,
                "indian": 0.41726991106935,
                "caucasian": 0.984925522912273,
                "african": 0.214339209611769
            },
            "predominant_ethnicity": "asian"
        }
    },
    "samples": [
        "4b32103d-c7b1-4b98-9701-0566579deed8",
        "01fa0576-f9d1-49b8-a037-0e64d50d45c2",
        "2a2e8a0e-1018-44f9-9faf-81b4c8c5fe8e"
    ]
}
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": "8626bece-803c-4e58-bd67-c4b90d35a325",
    "external_id": "UZUvtnlzEEBJJcLipDTX",
    "attribute_id": "53244d1a-d91d-4a63-80bb-2946289ced75",
    "create_time": "2003-07-31T10:13:50.566938",
    "lists": [
        "9d2e098c-0ac2-49dd-957b-f8d2c3109e80",
        "2100e465-e3e6-4e7e-b32f-51738b1db63b",
        "e977e24d-0d2e-426a-b62e-d5eed2d405ea"
    ],
    "avatar": "http://www.wilson.biz/",
    "event_id": "a305cc43-4aef-4548-b0d1-13c828a8a196",
    "user_data": "pamela57"
}
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": "645f6716-43ac-4b52-a4fb-908523cfd421",
    "user_data": "6942 Robinson Parkways Suite 793"
}
event_match_result_by_face
Object Properties:
  • similarity (float) – similarity

  • face (face) – match face

JSON Example
{
    "similarity": 0.568046797434132,
    "face": {
        "face_id": "c1d44791-fa72-463c-b361-b44a29e285bd",
        "external_id": "MLbKlbfnkfceNwvYsQqx",
        "attribute_id": "a460eb30-9069-4a73-ac55-403dabadadfe",
        "create_time": "1996-08-22T18:40:15.188189",
        "lists": [
            "d6d29ec3-8dde-4fea-9733-e4f87ac30485",
            "ad37f0c8-ec77-4b36-bad7-1c70053969b8",
            "001200c9-41f4-40d4-a1d5-049aa3ece7ef"
        ],
        "avatar": "https://mata.info/",
        "event_id": "035b154b-bf6b-4f20-bad3-bb1cef30f0cf",
        "user_data": "sarah30"
    }
}
event_match_result_by_list
Object Properties:
JSON Example
{
    "candidates": [
        {
            "similarity": 0.933908133698201,
            "face": {
                "face_id": "5cff0c2c-854c-49b2-acb0-078022319070",
                "external_id": "BjxEvWtItRkvDJasXTKV",
                "attribute_id": "95c7b49f-8753-4b59-8b32-71515840457b",
                "create_time": "1982-04-17T23:29:46.791405",
                "lists": [
                    "21b65f4b-428c-4a05-87d6-00e7c062457a",
                    "b155ffd7-409d-4d6b-8b0f-bcb04621bc13",
                    "7db5aa00-ea60-49e4-aea7-7bb29b149693"
                ],
                "avatar": "http://www.norton.com/",
                "event_id": "667262de-ee34-49fa-8168-e1eb41ad44a4",
                "user_data": "jennifer56"
            }
        },
        {
            "similarity": 0.834744595662522,
            "face": {
                "face_id": "968ebcb7-ad2e-46f5-8626-9a93c7e10f8c",
                "external_id": "CuDostmlSvYfBHMUMECV",
                "attribute_id": "e94ba28f-8b37-4b37-bd2f-7fbd47666847",
                "create_time": "2022-09-22T20:12:19.437499",
                "lists": [
                    "9f2e3ad0-c5ff-408c-996c-4ce56f6361aa",
                    "4ced29fe-e259-4330-9848-65ae4f35facb",
                    "f6712ef0-f701-470a-8be2-31e3c6d3b0a8"
                ],
                "avatar": "https://smith.biz/",
                "event_id": "ce998921-637a-4f9d-b1ea-a6b950630ab7",
                "user_data": "solisalejandro"
            }
        },
        {
            "similarity": 0.117049685872661,
            "face": {
                "face_id": "ba9c9411-1d98-4705-991a-2ee8a48a1877",
                "external_id": "yXFHKMCHhFODPAYbQALV",
                "attribute_id": "42c89354-8391-4e6a-b09e-1b15bb128805",
                "create_time": "2020-10-04T14:55:14.140084",
                "lists": [
                    "eac12d2c-89a4-437f-abd3-9ba07ffea416",
                    "b1476fd5-da4d-4736-a544-5fbb45ac9a44",
                    "ab195720-ac2e-4538-a4b6-47373c25a7bb"
                ],
                "avatar": "https://www.zhang.com/",
                "event_id": "431a67e1-cdc9-4ef0-81c2-462f6ec87e81",
                "user_data": "jody60"
            }
        }
    ],
    "list_info": {
        "list_id": "c03f8a8e-6768-4fc1-949a-5a4af8fe5d2f",
        "user_data": "495 Pratt Extension"
    }
}
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": "2d19a1d6-aa8a-4833-86b6-1b8869c2e7d7",
    "Luna-Request-Id": "WoqWUJXDDxwlqFbPzQhM",
    "events": [
        {
            "samples": [
                "a8fba3fb-d5df-4121-a538-4c351279c026",
                "0e7d1cd9-3f18-4c4b-81b5-86c8df1cda8d",
                "8ad76edb-02c3-4b19-bd86-22bcfd1e97d1"
            ],
            "attributes": {
                "url": "https://clark-francis.com/",
                "attribute_id": "a571bc91-dfb9-42e4-a11e-c2490f2e0434",
                "score": 0.678984359082433,
                "basic_attributes": {
                    "age": 17,
                    "gender": 1,
                    "ethnicities": {
                        "estimations": {
                            "asian": 0.928626743256928,
                            "indian": 0.836290737102402,
                            "caucasian": 0.66610969240296,
                            "african": 0.672224384602848
                        },
                        "predominant_ethnicity": "asian"
                    }
                },
                "samples": [
                    "547ece67-b66b-49ba-929c-026965e0da0c",
                    "7538ba6f-06ec-4924-995e-4fdf569c86e2",
                    "0cece898-d797-45fb-93f2-6ce6771d4558"
                ]
            },
            "source": "145 Ronnie Coves",
            "tags": [
                "ExmxAsUMtUOevqKQPvFh",
                "yMTKYSbyUarXYjyySPaO",
                "THWMhOlfmsuFONXtOoUI"
            ],
            "event_id": "84891a39-939e-440e-b698-0df4fdc77b1a",
            "match": [
                {
                    "candidates": [
                        {
                            "similarity": 0.898796761744116,
                            "face": {
                                "face_id": "224e6769-0ae8-4628-94c7-0a7d9b8c1ac4",
                                "external_id": "zCtxSotiZqnXBXrEbdeM",
                                "attribute_id": "6b6aa357-1ab3-4a2f-8c1b-a04833e79814",
                                "create_time": "2020-02-06T23:12:46.920503",
                                "lists": [
                                    "8e0361f1-0f57-4959-9fe0-93ff033525f2",
                                    "acdc63e7-b324-45d1-8049-54b6e09d4ce8",
                                    "0e59d3ea-ba70-44fa-88f5-50dc520508bc"
                                ],
                                "avatar": "https://www.ware-robinson.info/",
                                "event_id": "5f03f77b-681d-47ec-9886-35b5372eebcb",
                                "user_data": "morrisonricardo"
                            }
                        },
                        {
                            "similarity": 0.65044127591706,
                            "face": {
                                "face_id": "1924db2a-f47c-4da8-8603-711d4f008c1b",
                                "external_id": "drgnRkNmrbAtwSPCnIlU",
                                "attribute_id": "c46cbad3-c295-4d24-af3f-0dd5f2848daa",
                                "create_time": "2002-05-15T00:21:12.062662",
                                "lists": [
                                    "1e89ec07-1939-4c9c-b096-0aa9e9367cf0",
                                    "b807236d-2e96-4ee5-a88e-68ebff49b36e",
                                    "8b4fe86f-5131-4a57-bb83-19ae11b23880"
                                ],
                                "avatar": "http://hall-collins.net/",
                                "event_id": "36adf055-5277-4119-be86-6a9783958595",
                                "user_data": "znorman"
                            }
                        },
                        {
                            "similarity": 0.503995173217597,
                            "face": {
                                "face_id": "01d53187-7ed3-48d6-afc3-4aecbec7fa8b",
                                "external_id": "cosmtCebnkANafZbPHUA",
                                "attribute_id": "a6017f29-8c50-4a3f-8adc-26bc41830127",
                                "create_time": "2018-03-15T14:11:28.990278",
                                "lists": [
                                    "4f7260a8-1d37-4dc6-9221-dacbdb1c197f",
                                    "b2aa7551-8bd8-4159-99ba-63fc246116c8",
                                    "f172e84e-ee4a-4f7c-973a-675f9329b2b3"
                                ],
                                "avatar": "http://ashley.com/",
                                "event_id": "6125b7aa-f616-4f40-b217-5dc31b8979b3",
                                "user_data": "hthomas"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "996db6fb-f548-49e0-9cf0-4201a141b099",
                        "user_data": "7264 Tonya Wells"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.482450547169013,
                            "face": {
                                "face_id": "317bc0d9-651c-4ec2-9a41-0f929f694151",
                                "external_id": "xHwkQCFNpmRddCAQLBwS",
                                "attribute_id": "71e44719-a594-4702-b19d-39f30db723fd",
                                "create_time": "2011-03-30T07:37:12.711830",
                                "lists": [
                                    "6f21df7a-74ae-466e-9324-03637b67ef4b",
                                    "594b966f-c9b5-454e-86ac-d8dbd8f77ca6",
                                    "2cbc400e-6263-4e18-852c-460a11de3f55"
                                ],
                                "avatar": "https://brown.com/",
                                "event_id": "5c14d0d9-3652-414b-b540-2512523f4f2f",
                                "user_data": "amy01"
                            }
                        },
                        {
                            "similarity": 0.320783015856316,
                            "face": {
                                "face_id": "0e9319fa-a6bf-44a3-b898-6e8bf24b8958",
                                "external_id": "GXtOnzkpVTqvStilEqzw",
                                "attribute_id": "38a59562-3f22-4a90-8da3-46d52162177f",
                                "create_time": "1983-07-23T09:21:36.263216",
                                "lists": [
                                    "6cd48188-93b1-4dff-80b2-85d287967457",
                                    "6b22dfcb-fba4-47fa-ac67-01f306d0e1ae",
                                    "52e05583-1a88-4e8a-a273-7cdcbf2af1ce"
                                ],
                                "avatar": "http://www.arnold-haynes.info/",
                                "event_id": "f09edb1a-d846-48a4-b1ff-e28812ca36d0",
                                "user_data": "deborahowens"
                            }
                        },
                        {
                            "similarity": 0.498374502387811,
                            "face": {
                                "face_id": "9e1a1281-b0d7-4280-a709-5b46b737723c",
                                "external_id": "daZyidxdThtPSHctrIgW",
                                "attribute_id": "6a6b5ae3-c41f-4918-9cb1-ee082ef67927",
                                "create_time": "1985-06-10T21:49:26.096603",
                                "lists": [
                                    "5af38b58-9ea6-4f11-abe4-c2659c9c0557",
                                    "9379a9b6-388b-42fa-ba65-68c2f3e58691",
                                    "7061a7de-1d17-4d0b-94fc-eba62eb9a535"
                                ],
                                "avatar": "https://parrish-parrish.info/",
                                "event_id": "9b9409b2-ea69-4152-9ac2-885b8946d63f",
                                "user_data": "emilymaldonado"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "6abd21a2-2969-459f-872d-2a4379f8be33",
                        "user_data": "88388 Wagner Station Apt. 630"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.125635390460188,
                            "face": {
                                "face_id": "58503d66-bd9d-493c-ad94-0b40a86c7349",
                                "external_id": "DcUWHTavDTkhtndHvZaC",
                                "attribute_id": "eb98ea66-d273-40ba-bbac-b18ed1a2913f",
                                "create_time": "2006-07-30T14:26:59.571084",
                                "lists": [
                                    "e0c66f48-e163-4cc3-b484-607995485089",
                                    "7fd860d5-1d1e-4c3a-8820-f7d18dfcde3a",
                                    "21e80d1f-f463-49bd-b0be-9245417470c4"
                                ],
                                "avatar": "https://www.reyes.com/",
                                "event_id": "48bcf90a-c4a4-4d27-bd7e-09d1def9db68",
                                "user_data": "butleramy"
                            }
                        },
                        {
                            "similarity": 0.620697497833583,
                            "face": {
                                "face_id": "afbe4f49-dbce-4ad1-a753-7c7e89cdc81a",
                                "external_id": "aiuMiBKtmWxKitoMSGpK",
                                "attribute_id": "fb639b11-2949-4491-9c5e-6a2ceb09fd22",
                                "create_time": "1979-05-02T12:50:22.155688",
                                "lists": [
                                    "2421fee9-64fa-462a-b7ba-1b550a57f671",
                                    "979b870b-2080-4ad4-a758-c88655f3be56",
                                    "36b73ec7-35ea-4da4-aaa6-724661316618"
                                ],
                                "avatar": "http://www.grimes.com/",
                                "event_id": "c3c820d2-f8ea-4929-8e2a-4b5ee1a842d9",
                                "user_data": "jennanash"
                            }
                        },
                        {
                            "similarity": 0.7991656483069,
                            "face": {
                                "face_id": "abf6f708-fdb7-49aa-bf5a-c938d020f5b5",
                                "external_id": "KBxRvGmOwmSWByXPwZls",
                                "attribute_id": "32c021e8-dc18-4422-a6f3-ca8c65e44271",
                                "create_time": "2024-01-30T04:09:46.333516",
                                "lists": [
                                    "ff32fbc6-f3ad-4c19-af43-2979972507a7",
                                    "6aa9672f-4c62-4a1c-b6a2-3368f46ccac1",
                                    "611587b0-6de0-496a-9419-4c95a53656d0"
                                ],
                                "avatar": "https://brown.net/",
                                "event_id": "7a975d6f-cbdb-4de9-a21f-aae900aa0833",
                                "user_data": "henry93"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "435c3f7b-de29-464f-a718-3f1b294c58f1",
                        "user_data": "03726 Lynn Trail"
                    }
                }
            ],
            "url": "http://french.net/",
            "face": {
                "face_id": "0f0d3c5a-70aa-4c7f-8ba2-ba2a0ba61248",
                "external_id": "XGLhjpoOrkNylbKDYthl",
                "attribute_id": "5ced6857-0184-435e-9cd3-69f3ca8cbe0b",
                "create_time": "1976-09-29T23:10:00.812513",
                "lists": [
                    "02764ddc-e26b-4925-bbef-dfe1cb1fd52d",
                    "252eb7b8-9185-45b8-abf2-2eea4258acd4",
                    "fb2b4042-979a-48ee-8d9f-56ad5ae7ef34"
                ],
                "avatar": "http://www.daniels.net/",
                "event_id": "7354a033-7dc4-4e1b-a1b9-93adf891b549",
                "user_data": "riveradebra"
            },
            "detections": [
                {
                    "filename": "zDBgNGjXSbcSGAwPDDTN",
                    "sample": {
                        "url": "https://wilson.net/",
                        "sample_id": "af382c4b-3307-4b44-9ac4-d16d829b3e8e",
                        "detection": {
                            "attributes": "{face_attributes object}",
                            "quality": {
                                "light": 0.10906644310864,
                                "dark": 0.82592236211356,
                                "saturation": 0.721037666889942,
                                "blurriness": 0.577918662345562
                            },
                            "rect": {
                                "height": 4440,
                                "width": 7889,
                                "x": 989,
                                "y": 552
                            },
                            "landmarks5": [
                                [
                                    4660,
                                    6834
                                ],
                                [
                                    6161,
                                    9219
                                ],
                                [
                                    7476,
                                    2942
                                ]
                            ],
                            "landmarks68": [
                                [
                                    1200,
                                    1246
                                ],
                                [
                                    6606,
                                    3535
                                ],
                                [
                                    6226,
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