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": 100,
    "gender": 1,
    "ethnicities": {
        "estimations": {
            "asian": 0.222281526944732,
            "indian": 0.114224301669791,
            "caucasian": 0.720033863455955,
            "african": 0.515084519282802
        },
        "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": "https://cook.com/",
    "attribute_id": "1060f2c0-cff0-417f-8337-21129b254cf3",
    "score": 0.283926350894702,
    "basic_attributes": {
        "age": 56,
        "gender": 1,
        "ethnicities": {
            "estimations": {
                "asian": 0.928086719144612,
                "indian": 0.451081018039143,
                "caucasian": 0.31335369697653,
                "african": 0.496419493057247
            },
            "predominant_ethnicity": "caucasian"
        }
    },
    "samples": [
        "0e8d1662-2e8f-40b4-bfd6-058cce501337",
        "fe7973e0-9e41-4eb8-bb1f-ed74d274741b",
        "66e152b9-8248-40be-9349-5c528905d6e5"
    ]
}
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": "f0fb5cd0-1221-4a01-a551-544fdadc3b06",
    "external_id": "wGahHFiUrmYgpJVLukeI",
    "attribute_id": "ef6147e2-f65a-4c4b-a5bf-1c4139e885f5",
    "create_time": "2009-05-21T06:28:41.482184",
    "lists": [
        "eb37b273-eb6a-4f0c-ad06-9b5625f3797b",
        "fe913213-064a-40b4-be72-896a2eef7339",
        "66490714-1909-4d75-bbc3-1125bc60b620"
    ],
    "avatar": "https://medina-chambers.biz/",
    "event_id": "b3468a01-6d18-4bd5-955f-b6de54e4b9ea",
    "user_data": "lucaswilson"
}
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": "f2b149fa-5547-46b7-8a4b-a74d9e246371",
    "user_data": "466 Rachel Expressway"
}
event_match_result_by_face
Object Properties:
  • similarity (float) – similarity

  • face (face) – match face

JSON Example
{
    "similarity": 0.168683924063106,
    "face": {
        "face_id": "0eea9802-fb92-4a39-b359-168b0020cb69",
        "external_id": "UUJXbejtdBJJYPQEoFng",
        "attribute_id": "58ee65b0-c99b-49f1-9a63-225fef0d9ea8",
        "create_time": "1987-06-27T00:42:07.718022",
        "lists": [
            "1e49696d-1001-4212-991c-64da3fd1537a",
            "68f2d094-aa98-4d17-8e6a-2e0912f2bc69",
            "a24674e3-c291-4d29-ae4a-da4004ec48ec"
        ],
        "avatar": "https://johnson.info/",
        "event_id": "0b5329ad-bcba-45e7-9de3-374c0aba7c2e",
        "user_data": "joshua93"
    }
}
event_match_result_by_list
Object Properties:
JSON Example
{
    "candidates": [
        {
            "similarity": 0.827130532588292,
            "face": {
                "face_id": "3517a536-fbae-4983-8339-89f63ea3b6cd",
                "external_id": "qOciwxrWzSUAgVHiLaUI",
                "attribute_id": "203b6e8c-337e-4e21-9085-8ef1d201d1fa",
                "create_time": "1972-08-28T18:23:11.019665",
                "lists": [
                    "2faf48ef-842a-4420-86c7-c5be8efd095e",
                    "95064541-26b7-4848-b9f2-2834f2ca6486",
                    "d6b352e6-f355-478e-9c0b-3a4a259b8ea7"
                ],
                "avatar": "http://www.gonzalez.biz/",
                "event_id": "23d9c36a-ed57-4a09-a763-aad2958fe1cd",
                "user_data": "clong"
            }
        },
        {
            "similarity": 0.171465870687995,
            "face": {
                "face_id": "6a1ddd26-b947-4b3e-bea7-9eaf515340c0",
                "external_id": "NcXQtjBZJblQHhEVlJHn",
                "attribute_id": "29ae6d4c-b1ab-45f7-927c-1cf5f9337bbd",
                "create_time": "1990-04-19T13:04:56.599296",
                "lists": [
                    "d5fa1885-be85-4cae-a0dd-8948383c6ad7",
                    "e9104d48-e952-4553-8f53-9900b5801ca7",
                    "6b2466ef-394e-4afb-9996-050e9e59f144"
                ],
                "avatar": "https://www.rasmussen-ryan.com/",
                "event_id": "2aa54c45-2fe3-4af0-b3b5-57afcc7f73a1",
                "user_data": "darryl07"
            }
        },
        {
            "similarity": 0.119484628354981,
            "face": {
                "face_id": "31045ad8-1817-497b-80e6-5b0e0718b426",
                "external_id": "YKWFwpTRXoUxIBsxrXsV",
                "attribute_id": "fae46168-8e0e-48c2-860b-080103b5ee7f",
                "create_time": "2021-02-05T11:01:26.670084",
                "lists": [
                    "43a36652-c65c-4b8e-948c-873c5b6cea47",
                    "2dbbe07b-2de1-4113-a32e-660a7c8e2b14",
                    "bcf862b4-b3bd-464b-b8e0-a4ff6537b7f1"
                ],
                "avatar": "http://www.lawrence.biz/",
                "event_id": "4277aa86-b142-4df1-90eb-0d76ef9b66ef",
                "user_data": "geoffreylee"
            }
        }
    ],
    "list_info": {
        "list_id": "83801b3b-7567-4fad-94a0-bde9e16bc43e",
        "user_data": "126 Cooper Orchard Apt. 670"
    }
}
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": "c8c849f5-9319-426c-a7c8-1875594b4849",
    "Luna-Request-Id": "rINIHazrXfvaGBQNYoTg",
    "events": [
        {
            "samples": [
                "7e1538e3-27e8-428b-802f-292e756610b9",
                "93a994ef-3d45-4e39-8977-8a1820cceb75",
                "0df91ec8-0cc9-4109-9d53-ca9921620321"
            ],
            "attributes": {
                "url": "http://duffy.com/",
                "attribute_id": "2273aac2-db1a-4571-bd30-34a69b83e750",
                "score": 0.465763197437751,
                "basic_attributes": {
                    "age": 26,
                    "gender": 0,
                    "ethnicities": {
                        "estimations": {
                            "asian": 0.259315476905216,
                            "indian": 0.205485380987305,
                            "caucasian": 0.114888499666096,
                            "african": 0.985553832312936
                        },
                        "predominant_ethnicity": "african"
                    }
                },
                "samples": [
                    "61513e4e-3347-4c7e-853f-a2c43f2c7288",
                    "5b7b2e28-4c4c-439d-88b2-f26454ff4583",
                    "ca9b4d96-15f7-4c46-bf8d-6dabf7a17c11"
                ]
            },
            "source": "8007 Benson Pike",
            "tags": [
                "IxCRlvhfoskIBJsolBVF",
                "XiyOwGiRLQJCFBqOTXKS",
                "RfxSwECphIxzoygvukKI"
            ],
            "event_id": "04151352-631c-4d1d-93dc-41de51ee4b32",
            "match": [
                {
                    "candidates": [
                        {
                            "similarity": 0.61678326083376,
                            "face": {
                                "face_id": "e0739fd7-b2e8-44a5-b06f-b8a8f17355a3",
                                "external_id": "LuMOhkYAUHtjfVbthLrq",
                                "attribute_id": "f545efc1-26ff-4811-8728-495f84ff59b7",
                                "create_time": "2023-08-12T11:19:56.827764",
                                "lists": [
                                    "79eda16e-16c1-4f68-a074-69facfb192cd",
                                    "d9bd57a3-912f-434b-9e81-fbbf40ad115e",
                                    "fbb8f101-6764-4078-b6b6-394e220ebe1d"
                                ],
                                "avatar": "https://snyder.info/",
                                "event_id": "d53fa952-7ec4-4546-97f9-0979f8a4c784",
                                "user_data": "lindaballard"
                            }
                        },
                        {
                            "similarity": 0.209197591211915,
                            "face": {
                                "face_id": "26a86a9b-48c2-493c-9260-450f4eca9ef0",
                                "external_id": "tFqSuXHMzbXEnZYeiSfQ",
                                "attribute_id": "6958100a-105a-483f-9334-a57f54a26473",
                                "create_time": "2010-04-28T14:03:37.361262",
                                "lists": [
                                    "15cc0f29-29c7-443d-9576-72d7e3b5cc52",
                                    "603e2531-62da-499a-843d-691fa13aeb92",
                                    "a2961439-560d-48ef-9674-370d6c99f7f8"
                                ],
                                "avatar": "https://www.davis-fleming.com/",
                                "event_id": "ad94dfc8-3e75-452b-9c02-88d097a07a87",
                                "user_data": "joshuaaustin"
                            }
                        },
                        {
                            "similarity": 0.481911203017232,
                            "face": {
                                "face_id": "6da1f62e-c2d0-4dd8-9335-2260a13d67d7",
                                "external_id": "HaLOAxjKeAGUXHPuhAMi",
                                "attribute_id": "fe0ad41a-8081-44f1-8d3f-db05e7a4fd5d",
                                "create_time": "1971-10-30T08:24:33.935479",
                                "lists": [
                                    "d86100ae-92af-4889-8ddb-9a0c9f533f61",
                                    "eae48869-155c-44b4-9fbe-c1d80faeda27",
                                    "1199bb96-d3a4-45c6-897f-1d9e50fe9da6"
                                ],
                                "avatar": "http://williamson-wheeler.com/",
                                "event_id": "4fcc2182-11d4-49f8-b143-2ff34ff68d73",
                                "user_data": "ralexander"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "efbc0460-910a-44b7-ab04-0920b1922ad5",
                        "user_data": "86448 Brandon Ford"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.207629654171294,
                            "face": {
                                "face_id": "5d672902-4836-46c1-b9e8-ac7f4498b59f",
                                "external_id": "FFAzlCFIOluNEQFZhJoe",
                                "attribute_id": "51a42d29-f444-4ee7-b53b-37b59a60838f",
                                "create_time": "1995-04-03T22:17:13.208665",
                                "lists": [
                                    "9b248fd7-5f8e-4009-8302-ce77dabe2df0",
                                    "d7b20524-ff1f-4afa-8982-d2c88ccdef50",
                                    "5b2e97e9-dd9f-4001-bd35-c46c36bc31e8"
                                ],
                                "avatar": "https://www.roberts.net/",
                                "event_id": "b8a49dbd-7f89-4c8c-b0cc-2d38edd6ffce",
                                "user_data": "keithtaylor"
                            }
                        },
                        {
                            "similarity": 0.713940735785975,
                            "face": {
                                "face_id": "fa85689a-25fb-4713-b27d-1c17cbf6b5d3",
                                "external_id": "kkPdRBFkscdNbQcJVhMn",
                                "attribute_id": "e3107fe3-1008-44fd-8ced-5a84c2d5c9e3",
                                "create_time": "1996-02-10T23:24:59.519891",
                                "lists": [
                                    "d13c091a-5d30-463e-ac6c-5c1f43bbe687",
                                    "e5291820-8a12-44a1-8d78-ce73a74aeb96",
                                    "38229447-d436-44ec-b3bc-7a70544d178b"
                                ],
                                "avatar": "http://www.bell.org/",
                                "event_id": "7a92292a-ea81-4add-89b7-3b9c0f6d21de",
                                "user_data": "tadams"
                            }
                        },
                        {
                            "similarity": 0.573050834696008,
                            "face": {
                                "face_id": "46dc9e15-ce83-4aeb-b4f0-68d32bde71a0",
                                "external_id": "uUDQjABSleFQxlhiwjyq",
                                "attribute_id": "c2298e98-bfce-46ce-9224-7c65cc4ad304",
                                "create_time": "1997-03-22T21:48:49.191497",
                                "lists": [
                                    "9cd69f3b-d76f-4284-b69a-b3b5de0b7f6c",
                                    "3da262e5-30af-4d93-9d32-dee5d750b8be",
                                    "7d405af1-91b2-475c-aae4-c6c5cfa92311"
                                ],
                                "avatar": "https://kirby.com/",
                                "event_id": "aadbd17e-9c3b-4ad5-82d6-6c5a90010efc",
                                "user_data": "hernandezlogan"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "b8df9e6d-bea7-4903-92ea-78357041542c",
                        "user_data": "616 White Mountain Apt. 361"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.15659373401968,
                            "face": {
                                "face_id": "bcd1ecbc-011e-4fd3-8704-bd0f5d142ad4",
                                "external_id": "rlxVlCFCCtBHXGDEXnsb",
                                "attribute_id": "cfe8863a-bd16-437d-80de-b9b70f77ec8c",
                                "create_time": "1989-09-22T03:58:01.112602",
                                "lists": [
                                    "3b185960-622a-46fc-999e-16c54f75adde",
                                    "549bbeca-d941-4ad2-9987-c8f954e6e255",
                                    "a9c5a02f-ffcd-49d5-a7fb-cf9cf60802d0"
                                ],
                                "avatar": "https://willis.org/",
                                "event_id": "7c449376-5a4a-4d65-8ea0-400270479bb8",
                                "user_data": "ngarcia"
                            }
                        },
                        {
                            "similarity": 0.211367764952852,
                            "face": {
                                "face_id": "f755c2ae-056b-46e8-8d69-7e1cade92ead",
                                "external_id": "oiJDbccPrKLfBNpMnXHS",
                                "attribute_id": "eaad40fd-4e36-43d4-88b9-c2aca2d4c6cc",
                                "create_time": "1989-01-09T15:26:53.798749",
                                "lists": [
                                    "dbfdb472-a878-4443-8b10-a568dd604799",
                                    "17090d98-9299-45af-860d-188638d97ad4",
                                    "433b00a9-3563-47aa-802c-de3106f5a317"
                                ],
                                "avatar": "http://robinson-davis.com/",
                                "event_id": "d2f692ce-1081-42c6-8474-bc9c21f86802",
                                "user_data": "stanleyjill"
                            }
                        },
                        {
                            "similarity": 0.343876430544426,
                            "face": {
                                "face_id": "b4915ee4-3019-4e91-b558-3eac37aa0883",
                                "external_id": "BCCUkkNISeweQnwpxVKp",
                                "attribute_id": "8f319fb5-cf3a-4deb-95e4-d2975dd01e00",
                                "create_time": "1973-11-19T01:41:53.816244",
                                "lists": [
                                    "6c0b2b87-cb0d-4414-8909-d78b41df4a1b",
                                    "76ffbd9e-fd16-4d14-b2ad-702b4d503d3e",
                                    "3b994e58-cbbc-487f-871a-55b954c89806"
                                ],
                                "avatar": "http://moody-beasley.net/",
                                "event_id": "c440ea48-4cc6-44d6-aeb9-4581c6ad8828",
                                "user_data": "cpatterson"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "0d10cdf4-8648-4404-b040-4c3d3b4d6a53",
                        "user_data": "03449 Micheal Neck"
                    }
                }
            ],
            "url": "https://www.conner-bailey.biz/",
            "face": {
                "face_id": "50af58c2-f77e-4bfe-8383-71a186d7c033",
                "external_id": "XfNYjCsXrILtccUSlvSD",
                "attribute_id": "2aa75b40-baa6-4205-84e8-ec791b2a7f91",
                "create_time": "2002-02-26T02:44:38.360078",
                "lists": [
                    "2271bd97-5026-48af-a5f9-6c7c2d13f68f",
                    "cb32ebd3-add3-430d-83be-79d5b259f5e1",
                    "e430d06d-7474-4249-9c52-2b57cac5c97b"
                ],
                "avatar": "http://marshall-jarvis.com/",
                "event_id": "2159dbb4-7850-49d9-ad7a-73cb37d9c3e5",
                "user_data": "wongcody"
            },
            "detections": [
                {
                    "filename": "yshZpWPfPCBWfBfbkOTM",
                    "sample": {
                        "url": "https://dixon.com/",
                        "sample_id": "8308f166-fbe1-4542-808b-b8578236cce4",
                        "detection": {
                            "attributes": "{face_attributes object}",
                            "quality": {
                                "light": 0.508781110504395,
                                "dark": 0.740584346554636,
                                "saturation": 0.214266160145786,
                                "blurriness": 0.952407058425259
                            },
                            "rect": {
                                "height": 1029,
                                "width": 5104,
                                "x": 3529,
                                "y": 316
                            },
                            "landmarks5": [
                                [
                                    8168,
                                    2647
                                ],
                                [
                                    4709,
                                    8244
                                ],
                                [
                                    9764,
                                    6367
                                ]
                            ],
                            "landmarks68": [
                                [
                                    2172,
                                    5845
                                ],
                                [
                                    3457,
                                    5268
                                ],
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