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": 71,
    "gender": 1,
    "ethnicities": {
        "estimations": {
            "asian": 0.97812360898479,
            "indian": 0.182703800087017,
            "caucasian": 0.791552709803635,
            "african": 0.564600812748382
        },
        "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": "https://www.farmer.net/",
    "attribute_id": "a9ba097b-e517-4e09-8a23-65a95035acd2",
    "score": 0.9221355897809,
    "basic_attributes": {
        "age": 15,
        "gender": 1,
        "ethnicities": {
            "estimations": {
                "asian": 0.639919983876701,
                "indian": 0.976522705393849,
                "caucasian": 0.704265878282054,
                "african": 0.672957572989253
            },
            "predominant_ethnicity": "african"
        }
    },
    "samples": [
        "0e331cb5-52d0-4f13-9bee-119bc2e1faf7",
        "1bf6c05a-1cd3-44cc-98ff-9383c7fe55cd",
        "ee1130b0-77a3-482a-915b-a7fa3ce69888"
    ]
}
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": "4d2caba0-8b41-4284-bf34-be0beb858804",
    "external_id": "CJALYbIAshwLNpCCvkxu",
    "attribute_id": "1f236f93-5d8a-4d6c-9cc5-ebbb9ece426a",
    "create_time": "2014-12-06T18:44:10.466873",
    "lists": [
        "10a635a8-e4ba-450c-84dc-d91bbc569e10",
        "1f0dcdd5-3326-47cf-9cbc-eb74ed8e2aa0",
        "2a862be5-e578-4f57-863f-2f98024923d6"
    ],
    "avatar": "https://carter.org/",
    "event_id": "40e09216-5344-4e47-a3b7-7763b6c259a8",
    "user_data": "gilbertabigail"
}
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": "81fe893c-0a98-42dc-b02a-e8db8e25c9cd",
    "user_data": "24345 Matthew Isle Apt. 075"
}
event_match_result_by_face
Object Properties:
  • similarity (float) – similarity

  • face (face) – match face

JSON Example
{
    "similarity": 0.775717844520416,
    "face": {
        "face_id": "a612865c-d0bb-422a-937b-0e1855fe789e",
        "external_id": "FhrFBtauwkKsTwLRavId",
        "attribute_id": "f58e69fa-82f6-4be8-9526-93112d872f5a",
        "create_time": "2016-03-31T09:22:46.330947",
        "lists": [
            "ea2c0709-c0c9-492f-9f75-186b6ed42f31",
            "4f55d276-17cb-4a0a-910b-9114842eae9f",
            "cc21ef77-b319-41e4-9e98-baf4d5d44370"
        ],
        "avatar": "https://brown.com/",
        "event_id": "e0a5d9b9-0692-4e90-8f01-3ce5d09f2491",
        "user_data": "dabbott"
    }
}
event_match_result_by_list
Object Properties:
JSON Example
{
    "candidates": [
        {
            "similarity": 0.99229074515963,
            "face": {
                "face_id": "846ddabd-f4e9-42be-86bd-53412245a375",
                "external_id": "KorVhyVctBbNFKbpIBua",
                "attribute_id": "bcfc4efe-a479-4260-9020-a2f7466d78aa",
                "create_time": "1988-06-17T05:05:05.296697",
                "lists": [
                    "b9fb4667-8409-4bcf-89cb-1310ea8c27b8",
                    "d85bd119-9d70-410e-839b-68e6b28b8efb",
                    "39dfff7a-5c06-4dcd-b72d-15daa652aa5c"
                ],
                "avatar": "https://smith.org/",
                "event_id": "59536d45-9ba9-4720-a299-695eedbeead1",
                "user_data": "sanderschristopher"
            }
        },
        {
            "similarity": 0.421486142499936,
            "face": {
                "face_id": "f0ffeff5-9636-4a65-a199-d8cb761fadc0",
                "external_id": "lzpwAusAUrvXjUUJfdZq",
                "attribute_id": "33c7ac52-4892-4be3-9d89-138f80345b68",
                "create_time": "1975-08-12T23:04:53.511891",
                "lists": [
                    "7396f0be-18f5-4817-b4b6-5282303c8746",
                    "6f0f5ce8-ecb4-418e-a040-c866bd4ceb13",
                    "893efddf-1ecb-4aea-b1b2-bcc73377ed22"
                ],
                "avatar": "http://www.robinson.com/",
                "event_id": "5e3f0fb9-e538-4583-b1b0-4c1419e93cd6",
                "user_data": "noahluna"
            }
        },
        {
            "similarity": 0.82374685326628,
            "face": {
                "face_id": "20e025cc-2281-4cd2-8ff9-80d78dd48090",
                "external_id": "BZqorJaUtwzkksSzhVsx",
                "attribute_id": "e18880b4-19bc-4cd4-a98e-1bd086fdfac7",
                "create_time": "1985-07-30T22:12:15.158622",
                "lists": [
                    "bce4f3e9-1de3-450c-bdb4-a5d78b9fa9f1",
                    "b0307f77-75e8-4552-a043-4d569971d30c",
                    "a628d4d6-6a8b-440a-91f1-728967c254ac"
                ],
                "avatar": "http://zamora-porter.org/",
                "event_id": "0245f9a5-cc2f-4e86-b378-18728fee8a89",
                "user_data": "amberjohnston"
            }
        }
    ],
    "list_info": {
        "list_id": "c63fd3d9-baad-42fc-953e-762fb2c12c56",
        "user_data": "61842 Martin Road"
    }
}
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": "2b2df436-c757-4573-a4cd-3508ff1e16ef",
    "Luna-Request-Id": "JcpgQWGBkyiFGBqNojMJ",
    "events": [
        {
            "samples": [
                "e766d88f-2e4c-4e5b-9ad9-1c010a46cb80",
                "5600b990-2026-413f-90d3-f6390e869e9b",
                "bcba3c93-4fa6-4cc4-9dcc-6c18948a6698"
            ],
            "attributes": {
                "url": "https://allen.com/",
                "attribute_id": "c5a15307-619d-4f09-b915-276f5e912316",
                "score": 0.27515040592071,
                "basic_attributes": {
                    "age": 63,
                    "gender": 1,
                    "ethnicities": {
                        "estimations": {
                            "asian": 0.512843558547415,
                            "indian": 0.523703679625569,
                            "caucasian": 0.400523261766216,
                            "african": 0.407116282446631
                        },
                        "predominant_ethnicity": "caucasian"
                    }
                },
                "samples": [
                    "f1457f08-4009-41b0-ab76-fc98f6ac7e6e",
                    "fa7fa3b3-df89-46e3-ab50-30ed776d2cf3",
                    "74a69ee6-9a28-44e7-a512-d1a49d57ad71"
                ]
            },
            "source": "102 Kristy Cove Apt. 973",
            "tags": [
                "TjnwtFcgjyOaxVYZlhbf",
                "tuhJqZBnpJQGnICODlqg",
                "wtsQRytGWhcjymXmEGZW"
            ],
            "event_id": "a41dce1a-7fcc-45ef-87d2-eeb9e90802f1",
            "match": [
                {
                    "candidates": [
                        {
                            "similarity": 0.513574946475084,
                            "face": {
                                "face_id": "bbf7d9d0-e682-4fbc-90d1-cc472d5263b6",
                                "external_id": "vSWcRfQpXICnIzHpIxjy",
                                "attribute_id": "d0724042-b97c-44b6-8f87-3be74140c682",
                                "create_time": "2010-11-26T21:57:52.556855",
                                "lists": [
                                    "d2f40840-b18c-4a14-9de6-ae1bf6668910",
                                    "ff4d82cd-3c83-46b4-addd-ced88e676390",
                                    "597ecb30-1c26-402f-bdb0-0a6a82135303"
                                ],
                                "avatar": "https://www.jones.biz/",
                                "event_id": "545fcab1-3848-40c7-90fb-069c9556d365",
                                "user_data": "riverasherri"
                            }
                        },
                        {
                            "similarity": 0.207717396976567,
                            "face": {
                                "face_id": "c3bccf96-ec8e-4ed9-9c29-0bfbba9e12cd",
                                "external_id": "koyoqppgIAtYfKOGmlyX",
                                "attribute_id": "25a56f24-3071-438a-a2ec-3aed22d80167",
                                "create_time": "1972-11-19T15:24:40.647539",
                                "lists": [
                                    "b602c1ab-29c8-499b-a07e-b162160d42fd",
                                    "d563cfea-e780-4d1c-9973-dd7e81537fad",
                                    "ee80ab13-ceab-4cd5-9a23-2ab3e286a814"
                                ],
                                "avatar": "https://www.hodges.com/",
                                "event_id": "56c73f56-ba70-49db-bb00-256603583798",
                                "user_data": "patricia51"
                            }
                        },
                        {
                            "similarity": 0.228000700630209,
                            "face": {
                                "face_id": "911960de-4279-4719-8eca-d0a1e2c8df80",
                                "external_id": "CYgEepQjAeBPTbdMQNiQ",
                                "attribute_id": "44a91a6f-69e0-4b36-b7e7-aa06f3a0a6cc",
                                "create_time": "1981-09-08T00:21:00.241939",
                                "lists": [
                                    "9445384c-c911-401a-a9cd-1af043f0e542",
                                    "ae95b320-43ef-4a18-b71a-d33d4f0a3b3a",
                                    "f1854284-77da-4912-a252-6f6fb37de4ab"
                                ],
                                "avatar": "http://www.johnson-day.info/",
                                "event_id": "44a1a92f-d099-45ba-a66b-9e067c74ba7f",
                                "user_data": "adam01"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "335ddc51-5baa-4c07-b260-60c8d743bc02",
                        "user_data": "46944 Brown Turnpike"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.414828829665044,
                            "face": {
                                "face_id": "0ef3a6b6-23b4-4348-a705-dd64552c9820",
                                "external_id": "tAhcCOHeQIjHCdGZFJvw",
                                "attribute_id": "5edde7c6-6b50-41fd-a8ea-410b4c951549",
                                "create_time": "1992-10-08T16:01:50.264310",
                                "lists": [
                                    "30df02a6-5a48-4777-866e-53992a351a73",
                                    "d02ccf45-380f-4d5e-96bf-0c1d024491a1",
                                    "6def43d3-de98-48f0-b15b-9923e6e1befb"
                                ],
                                "avatar": "https://www.hart.net/",
                                "event_id": "14a3e8af-91a8-42b0-90b1-41a49d34004e",
                                "user_data": "cmendoza"
                            }
                        },
                        {
                            "similarity": 0.456171083777206,
                            "face": {
                                "face_id": "6d4f5f33-1532-4f1a-ba22-20858a87ba6d",
                                "external_id": "KQkKEKeSzezfKdoioNGJ",
                                "attribute_id": "e21c52db-caf0-4c47-9b87-57a410b10ed9",
                                "create_time": "1987-01-16T09:19:33.375511",
                                "lists": [
                                    "58ecda71-b75d-4697-a79b-df421c57baf1",
                                    "15cdf19e-4cf0-4dcb-8385-06cc2f9fcbb6",
                                    "5ac8e27a-a60a-4798-b66b-2ad997aa167e"
                                ],
                                "avatar": "https://dunn.com/",
                                "event_id": "3feaa826-3af2-4ec2-99f4-fd6f9b6cd521",
                                "user_data": "sawyerchristian"
                            }
                        },
                        {
                            "similarity": 0.10836045031728,
                            "face": {
                                "face_id": "563e4d1e-45b1-493d-b548-99914ed08170",
                                "external_id": "NVPRqXQuAVHtCXmnfiDa",
                                "attribute_id": "412c37f0-335f-4e14-8703-aedbfd108dbf",
                                "create_time": "1971-05-03T14:18:01.840779",
                                "lists": [
                                    "b25267ae-2b9c-42b2-8b22-9fbe0b87176b",
                                    "c8d89c73-e61c-4c4b-bcab-907dd69a9bc6",
                                    "3536c81f-bca1-4002-a64c-d19e33f9e577"
                                ],
                                "avatar": "https://www.crawford.com/",
                                "event_id": "4a47e8c4-6a64-45e1-a22b-289fa93534cd",
                                "user_data": "alyssa03"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "6c443a99-70a6-427c-bb16-0b5161167bfa",
                        "user_data": "7981 Sara Fall"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.22446754821207,
                            "face": {
                                "face_id": "9e90ef1e-55c9-430f-8a0d-6f9d095bed63",
                                "external_id": "foupznkxAUPxZWJNyXlP",
                                "attribute_id": "23eaffa1-298e-40ff-b0c3-7b56d978414c",
                                "create_time": "2003-05-25T20:55:30.403267",
                                "lists": [
                                    "31e456c0-2837-408b-97a2-5a24eeb9e23d",
                                    "5dbb4fc7-f7c7-4615-bd28-e21f0f524f68",
                                    "57a12daf-2cf0-4be4-a824-a1d19de694a9"
                                ],
                                "avatar": "http://bell.org/",
                                "event_id": "fd608b34-4462-4165-8ed7-ccd6d6db0d71",
                                "user_data": "tgarcia"
                            }
                        },
                        {
                            "similarity": 0.988392072069196,
                            "face": {
                                "face_id": "a717614b-4f9f-454b-baf1-38c854049b6f",
                                "external_id": "CDeHSRUlKQHgCBqhVXgv",
                                "attribute_id": "95dd27bf-db27-4d7e-88d7-951f281a4c30",
                                "create_time": "2021-08-29T09:50:36.847539",
                                "lists": [
                                    "748fd27a-6a59-4b83-82b7-07b141c66844",
                                    "7dc992e6-06b9-4b88-a63e-ff891adf97d2",
                                    "9f370828-5f11-4eee-bd62-640cc958dcdd"
                                ],
                                "avatar": "https://www.collins-buchanan.org/",
                                "event_id": "eccc2b26-30fd-492b-8cff-d5a003dc58c3",
                                "user_data": "adrian40"
                            }
                        },
                        {
                            "similarity": 0.601803999290848,
                            "face": {
                                "face_id": "bae46fba-ed76-48a0-829e-9474acc030b4",
                                "external_id": "dyMmOqwDsUNHLXyZtgZW",
                                "attribute_id": "6d359c32-6238-439e-bd9a-af05d546633f",
                                "create_time": "2023-10-06T01:04:22.818951",
                                "lists": [
                                    "39c0e538-b0dd-440c-840e-6c0e3453b925",
                                    "e8d43f50-54bb-4a0f-8b2f-5d4b56e75316",
                                    "0bfb8a82-e9af-41d4-b23b-d5b9818c7834"
                                ],
                                "avatar": "http://www.price-gomez.com/",
                                "event_id": "a80455f6-15df-4d55-a4a5-9cd7bff2e9b2",
                                "user_data": "cgomez"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "41276d97-70c1-4d8f-a69c-685ff57f1d72",
                        "user_data": "519 Randolph Ridge Suite 987"
                    }
                }
            ],
            "url": "https://www.hoover.com/",
            "face": {
                "face_id": "33019b24-887b-4c17-a56a-eb7c1e6a7686",
                "external_id": "VMhvpDVeZxCVQxqaNUvx",
                "attribute_id": "314f49ec-9ba3-460d-8fb9-26faffa84886",
                "create_time": "2006-05-15T13:11:19.378954",
                "lists": [
                    "77f494bd-7311-43eb-a686-c6d050bb13f5",
                    "cb9cc3fe-a9af-430d-acaf-69639121b06b",
                    "ad6c5bd5-e2a5-4d5d-ade5-76de993d942e"
                ],
                "avatar": "http://www.gonzales.org/",
                "event_id": "d482e210-0b22-43d7-9f1b-5a88cda66610",
                "user_data": "cherylgonzalez"
            },
            "detections": [
                {
                    "filename": "ViTyBlqbcSXuhbFpiVJg",
                    "sample": {
                        "url": "http://www.porter.com/",
                        "sample_id": "1b03f99e-99df-419b-8ff4-0e1b08e87b1d",
                        "detection": {
                            "attributes": "{face_attributes object}",
                            "quality": {
                                "light": 0.60876397022071,
                                "dark": 0.309601453622487,
                                "saturation": 0.596196700040521,
                                "blurriness": 0.673774002227864
                            },
                            "rect": {
                                "height": 8983,
                                "width": 2217,
                                "x": 4211,
                                "y": 3159
                            },
                            "landmarks5": [
                                [
                                    4261,
                                    2664
                                ],
                                [
                                    6611,
                                    8717
                                ],
                                [
                                    5363,
                                    8074
                                ]
                            ],
                            "landmarks68": [
                                [
                                    2894,
                                    9202
                                ],
                                [
                                    4282,
                                    6954
                                ],
                                [
                                    7894,
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