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": 22,
    "gender": 0,
    "ethnicities": {
        "estimations": {
            "asian": 0.402890855351903,
            "indian": 0.518879865173313,
            "caucasian": 0.46801865149486,
            "african": 0.429589984742921
        },
        "predominant_ethnicity": "caucasian"
    }
}
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://brown.biz/",
    "attribute_id": "cc8ac3a6-f82e-40e9-9da1-926d6ec0f46e",
    "score": 0.591650137614429,
    "basic_attributes": {
        "age": 23,
        "gender": 1,
        "ethnicities": {
            "estimations": {
                "asian": 0.866411386328314,
                "indian": 0.132363258188888,
                "caucasian": 0.833411005733177,
                "african": 0.145229978644683
            },
            "predominant_ethnicity": "african"
        }
    },
    "samples": [
        "72c4ce33-20f8-4a09-b5db-32b98aa24d43",
        "54f6cea6-c9c6-4c8e-a565-8d280e8c1163",
        "eabfb7b2-e5d3-4910-aa83-c8e92640c5ba"
    ]
}
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": "afae5999-c562-44c2-a1c7-71770d7800be",
    "external_id": "sYICcVIdIwPGCULmtORP",
    "attribute_id": "35cc0bf6-3f9d-42fa-bdeb-fa8b3e400e66",
    "create_time": "1994-05-18T13:44:26.620146",
    "lists": [
        "cb553f2e-35ba-4b85-92d5-41046e3c7730",
        "941ba633-8126-4f77-aa4d-aacc98f5a759",
        "738db7bb-4e0e-4706-b8a8-8bfaf9e2b259"
    ],
    "avatar": "https://clark.com/",
    "event_id": "022e59c4-e68b-45cb-be2e-00c60c51e53a",
    "user_data": "victorcowan"
}
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": "f13bdfef-7032-4d47-834f-f3b2c33b5924",
    "user_data": "244 Timothy Tunnel"
}
event_match_result_by_face
Object Properties:
  • similarity (float) – similarity

  • face (face) – match face

JSON Example
{
    "similarity": 0.84551991983542,
    "face": {
        "face_id": "ca5865fb-d6bb-4c37-be03-34e5d69bce00",
        "external_id": "HsWxdSPoUsWCkeWOTlby",
        "attribute_id": "1ca733cd-d33c-4769-bc8d-ad1cadf7b650",
        "create_time": "1979-09-18T16:47:34.203432",
        "lists": [
            "0b4197f8-f56b-4c57-8623-50b5baa507c7",
            "26c34b46-0339-4240-90c0-3bc3317faff5",
            "2b3de51d-2b68-48a8-b50e-0597f384ea46"
        ],
        "avatar": "http://www.adams.biz/",
        "event_id": "d672ff99-513a-48f5-983b-d9b625bb072c",
        "user_data": "thompsonzachary"
    }
}
event_match_result_by_list
Object Properties:
JSON Example
{
    "candidates": [
        {
            "similarity": 0.668162982462228,
            "face": {
                "face_id": "8de7bd89-5814-4051-ad63-8c6c2377d9da",
                "external_id": "ZHRltqgDYRMPlriOrpLM",
                "attribute_id": "079f0760-fc96-4f67-a698-eba3f7c24434",
                "create_time": "2008-08-25T09:03:39.405137",
                "lists": [
                    "86412406-fb6d-4680-a5a0-9ae6aac28492",
                    "af834717-1cfb-44f7-8646-c2f768ead01f",
                    "43d92460-9111-4fa3-9ca4-df89d97e7b10"
                ],
                "avatar": "http://cole.com/",
                "event_id": "9d4303e9-58fd-40ae-a697-d422a3ffd25b",
                "user_data": "trobertson"
            }
        },
        {
            "similarity": 0.356284088767425,
            "face": {
                "face_id": "4c497a9d-41e1-48c6-b9dd-4935d446aa48",
                "external_id": "aKURqgNiRARiRCnrZykR",
                "attribute_id": "520d30f0-88ad-477d-8e34-8e9cebe73dd9",
                "create_time": "1972-10-13T21:09:58.665598",
                "lists": [
                    "64fd0241-87bf-46d5-893b-a70ea2a976cb",
                    "a131228b-ded9-4b35-b42b-e7c1910a6dc8",
                    "ec4d516c-fa94-44eb-9fb4-9ea5ac68d82d"
                ],
                "avatar": "https://nelson-navarro.com/",
                "event_id": "80c971f6-e337-4c31-bc56-92f31c32639f",
                "user_data": "burtonsusan"
            }
        },
        {
            "similarity": 0.84415385570288,
            "face": {
                "face_id": "b788b487-a267-4e93-8b12-99f45d0224a2",
                "external_id": "ECEcnoDsXVKDAODIkhHw",
                "attribute_id": "06c616b7-8043-4e7f-8244-115d53a715dd",
                "create_time": "2022-10-02T12:38:28.669797",
                "lists": [
                    "68653e10-b41d-4393-8570-22775d4f89d2",
                    "d5652ffc-9cc0-477b-bb28-061b4a7cef8d",
                    "46e34b47-0def-4a3a-a8fc-5f721393c903"
                ],
                "avatar": "http://www.lopez.com/",
                "event_id": "812e304f-5735-4693-ba45-ba9ce77becb5",
                "user_data": "anna28"
            }
        }
    ],
    "list_info": {
        "list_id": "46290a5d-35bf-4599-8103-37d6e750ee91",
        "user_data": "2190 Michelle Squares Apt. 908"
    }
}
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": "1b07681c-3d9c-4404-9bfd-77a7ad8fd848",
    "Luna-Request-Id": "aRcyePvFhKXGgXHttTCY",
    "events": [
        {
            "samples": [
                "fee87069-347e-4fe5-8aa6-0e6eed9b8858",
                "d78c37c5-a5ca-49d3-af1a-afe89e9e50d1",
                "b07115e8-d988-4a96-9895-69c7565b4a99"
            ],
            "attributes": {
                "url": "http://www.gonzalez-moore.com/",
                "attribute_id": "20f31b5a-9911-4d93-9f07-fb472057028c",
                "score": 0.177052473256458,
                "basic_attributes": {
                    "age": 7,
                    "gender": 0,
                    "ethnicities": {
                        "estimations": {
                            "asian": 0.812567652953892,
                            "indian": 0.417205876244049,
                            "caucasian": 0.23679248735445,
                            "african": 0.803724481172139
                        },
                        "predominant_ethnicity": "asian"
                    }
                },
                "samples": [
                    "1a3d1540-74e1-4c90-be98-2d2d7ad9eedc",
                    "298e6d34-990c-4ea8-bd72-a1f9a7b24393",
                    "fd401f9b-db16-4f74-9b49-31e93dc74362"
                ]
            },
            "source": "2312 Sara Canyon",
            "tags": [
                "UlQIaKxJsciCCaqVSdVI",
                "yLlvsNuGgzWhtYGwWOPc",
                "QNdkbHqcAGDrESpnojOP"
            ],
            "event_id": "29e86bac-77d9-4dbd-8218-00bfdb393d34",
            "match": [
                {
                    "candidates": [
                        {
                            "similarity": 0.167696464271284,
                            "face": {
                                "face_id": "ce008f05-e409-41d7-997c-3ec15035c066",
                                "external_id": "KcNrohShIXoqmqlsLsJC",
                                "attribute_id": "e4d92bd1-8071-40bf-9167-51d1f8cf72e2",
                                "create_time": "1995-02-26T18:51:17.495440",
                                "lists": [
                                    "843ba599-9ac0-40f2-aa4d-94d4eaec7e00",
                                    "d900e007-ce30-42b9-a848-73e0e62693d0",
                                    "5c6b7f8b-1b74-4816-8940-d9fcc91927a0"
                                ],
                                "avatar": "https://www.powell-flores.net/",
                                "event_id": "217025fa-3f24-4eb4-98f9-1dacf4096c66",
                                "user_data": "emilyjones"
                            }
                        },
                        {
                            "similarity": 0.370567911814778,
                            "face": {
                                "face_id": "7afbe50a-9237-446d-a191-fb13a4ce4c95",
                                "external_id": "tYTomNRsEHFKdCLaZhNN",
                                "attribute_id": "222b4819-54ce-4e91-8a1a-3139bad2f0c7",
                                "create_time": "1974-11-04T09:24:33.339504",
                                "lists": [
                                    "aefdb46f-bca3-4bdd-9836-ff2bd5be3a29",
                                    "9a43889d-5722-400d-b0b5-0bade6042683",
                                    "bbc6200b-494a-4ae1-8c38-97c49c82c35d"
                                ],
                                "avatar": "http://mclaughlin-stewart.org/",
                                "event_id": "417a7dea-6e6e-408c-8cb8-42eb6870d77e",
                                "user_data": "ingramebony"
                            }
                        },
                        {
                            "similarity": 0.66933659495069,
                            "face": {
                                "face_id": "5cd71152-28c5-45c8-8f8c-e51de19b91ff",
                                "external_id": "YYYTVoYeugaErfDBQNcv",
                                "attribute_id": "1d81d7c7-287f-4e63-9400-cec5120cb4c3",
                                "create_time": "1985-03-13T13:09:32.156070",
                                "lists": [
                                    "528a718a-94ab-48af-924e-d7931a77fd79",
                                    "f6cf2b63-ddc7-4471-b5f8-d98064ddc2c9",
                                    "6415e7be-38e3-4c85-90c5-42554f85259b"
                                ],
                                "avatar": "https://www.smith.biz/",
                                "event_id": "d3646912-c01f-40ba-85c1-2cd9b2ad3556",
                                "user_data": "browndawn"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "bacb24a6-442a-4894-a12c-379b41b5ab49",
                        "user_data": "5762 Michael Highway"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.798198783871394,
                            "face": {
                                "face_id": "1d799ce0-696a-4cb3-866a-8314a6020508",
                                "external_id": "VuEKpOdrkntoIfssYSPg",
                                "attribute_id": "ab99959d-94ba-4c2a-a234-5f1d4a50ea14",
                                "create_time": "2003-06-22T03:54:37.209671",
                                "lists": [
                                    "238cddeb-aa8e-4262-a3ce-161897d5c448",
                                    "dd5a85a5-e39d-4cd7-a875-c340e63b0558",
                                    "af9f341e-565d-4dcc-be8f-afcd0c726726"
                                ],
                                "avatar": "http://www.kennedy.org/",
                                "event_id": "87117de9-dc83-48b2-92e1-201ee28daf49",
                                "user_data": "wwoodard"
                            }
                        },
                        {
                            "similarity": 0.911469396521407,
                            "face": {
                                "face_id": "d919619d-97b0-40b0-b89b-cd8bae3ef283",
                                "external_id": "pscpvMDgfesSBsOryaJh",
                                "attribute_id": "e8fd77c0-759d-424b-8f26-bdcb7adb1bad",
                                "create_time": "2010-10-14T19:56:23.272526",
                                "lists": [
                                    "60048843-c6b1-474e-89b1-86922455e871",
                                    "deb22b47-66a9-4bbd-bc78-240f1bec1a0f",
                                    "77548e0b-b5e3-42ee-9f24-5b6bb85414c9"
                                ],
                                "avatar": "https://www.watson-kennedy.com/",
                                "event_id": "f9d1aab8-c42b-4430-a5db-53ef68d6973f",
                                "user_data": "longbradley"
                            }
                        },
                        {
                            "similarity": 0.318417110131318,
                            "face": {
                                "face_id": "d95a54cc-7990-4aee-82c2-19ecb4471928",
                                "external_id": "IybsyXqIvxHSxwgEZDjB",
                                "attribute_id": "ac259a74-f15f-4b90-b377-8ff0c01c29fd",
                                "create_time": "1996-01-27T15:53:49.993142",
                                "lists": [
                                    "ca46cde5-9920-4f42-8b07-88ffa28022ca",
                                    "09d18e39-78a2-47a8-97b4-ce97e33ea5a7",
                                    "4068b5d3-b24b-4a61-817f-628da68b9d72"
                                ],
                                "avatar": "http://www.smith-smith.com/",
                                "event_id": "6204e273-cf44-4938-8738-f0198d41952c",
                                "user_data": "davidsmith"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "a0449412-3df2-4ed4-8176-dbd90038c9f1",
                        "user_data": "5637 Julia Heights Suite 330"
                    }
                },
                {
                    "candidates": [
                        {
                            "similarity": 0.742188638053236,
                            "face": {
                                "face_id": "4052bfc5-3672-418e-aed0-76457d1c3328",
                                "external_id": "zgTYlbpGizBubvCLnXHX",
                                "attribute_id": "4a3168a6-e628-4282-b376-30b512a99c6b",
                                "create_time": "2000-06-07T01:33:35.132728",
                                "lists": [
                                    "9f8099dc-9b55-4a6f-8ae0-d3876ea29b1b",
                                    "83bb269d-0f73-4f15-814f-c59085ac3170",
                                    "72462a90-a3f4-443a-8d88-022aad6d8572"
                                ],
                                "avatar": "http://williams.com/",
                                "event_id": "e92d4705-b009-4252-ba7d-3a5986d93da2",
                                "user_data": "pachecojoseph"
                            }
                        },
                        {
                            "similarity": 0.43086816650006,
                            "face": {
                                "face_id": "004552a6-2378-459a-b4d2-d03e5c3e461a",
                                "external_id": "KsXORRdNazbDCZHBiQou",
                                "attribute_id": "4c1e5219-6005-4209-8997-2c5e31dbbd03",
                                "create_time": "1982-02-14T09:14:47.451623",
                                "lists": [
                                    "03253bc8-6458-4fcd-af87-842e5ffbca38",
                                    "1520bb14-9eb4-4a57-9ba3-aa39d72cca75",
                                    "c9bcaaa5-8580-48c8-aa27-77e24d827db1"
                                ],
                                "avatar": "https://www.bryant.biz/",
                                "event_id": "75b9383e-edd6-4f90-975f-79ae3e7a14a3",
                                "user_data": "gabriel20"
                            }
                        },
                        {
                            "similarity": 0.381766178714219,
                            "face": {
                                "face_id": "53c0e9f9-5b42-46df-95ce-7e1f19ff8e70",
                                "external_id": "EKsvKfgcYwBWSgsPMjnD",
                                "attribute_id": "df5902b3-71cf-400c-8be6-48e5525daad5",
                                "create_time": "1975-01-17T12:03:02.314479",
                                "lists": [
                                    "901c28b6-0c30-4599-aee5-c263a7415175",
                                    "08e8ecf9-8396-4030-8223-ad38d7dd23c7",
                                    "b2e8483b-550f-4147-b93d-ba976c5694d0"
                                ],
                                "avatar": "https://bowers.com/",
                                "event_id": "8e67513e-b1bb-4628-bd02-1eccc95f953c",
                                "user_data": "kimberlyfernandez"
                            }
                        }
                    ],
                    "list_info": {
                        "list_id": "33fbfe4f-8cc2-452f-a224-2411a931b78a",
                        "user_data": "773 Castaneda Lights"
                    }
                }
            ],
            "url": "https://edwards.org/",
            "face": {
                "face_id": "a5206415-11f4-4fed-a9ec-243af1056f3f",
                "external_id": "gclisuZqZWoEWISfrgfp",
                "attribute_id": "dee58421-b7ad-4fbb-919b-7153a4422324",
                "create_time": "1970-11-13T17:55:47.640836",
                "lists": [
                    "cd62c568-6759-473d-aac9-743a67df78f6",
                    "d9114e3d-f070-4105-b026-aaee42ff8973",
                    "908ca26d-4eca-4ff5-a801-e0c772f73bd0"
                ],
                "avatar": "https://www.jackson.com/",
                "event_id": "659d3e26-4ca5-4c06-9f58-5c30ef516591",
                "user_data": "tammycruz"
            },
            "detections": [
                {
                    "filename": "OTghZDJoqvDJCeZbZGDF",
                    "sample": {
                        "url": "https://www.hill.biz/",
                        "sample_id": "698614ec-c11d-4b1b-9619-e35004a0c21f",
                        "detection": {
                            "attributes": "{face_attributes object}",
                            "quality": {
                                "light": 0.604210530162514,
                                "dark": 0.451018183076456,
                                "saturation": 0.34861574454029,
                                "blurriness": 0.944833051865554
                            },
                            "rect": {
                                "height": 7465,
                                "width": 1541,
                                "x": 4185,
                                "y": 1481
                            },
                            "landmarks5": [
                                [
                                    5564,
                                    4967
                                ],
                                [
                                    5714,
                                    269
                                ],
                                [
                                    1013,
                                    5157
                                ]
                            ],
                            "landmarks68": [
                                [
                                    7469,
                                    5611
                                ],
                                [
                                    5117,
                                    1994
                                ],
                                [
                                    2756,
                                    4640
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