Structures¶
Json’s¶
- estimation_ethnicities¶
- 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
{ "age": 80, "gender": 1, "ethnicities": { "estimations": { "asian": 0.458526973216215, "indian": 0.947245259060242, "caucasian": 0.973875634600667, "african": 0.456051775505763 }, "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 attributessamples (_list_(uuid4)) – resource for attributes
{ "url": "http://murphy.biz/", "attribute_id": "24b9ea83-6be7-4a2b-8708-49ba1e80fa2b", "score": 0.189335394232378, "basic_attributes": { "age": 72, "gender": 1, "ethnicities": { "estimations": { "asian": 0.582290024805257, "indian": 0.773198417085807, "caucasian": 0.197935825106485, "african": 0.43068203295359 }, "predominant_ethnicity": "african" } }, "samples": [ "41f89627-1a0f-4be4-b4af-09b59bbc1d78", "49c0a8b5-833d-44f9-aeb4-e833746a84d2", "7fefb821-233d-414d-90ef-7a943f646315" ] }
- 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.
{ "face_id": "2ab1879a-95f1-4376-9130-f0b1713ac412", "external_id": "MzYOrtCMSVVVASUdzjGp", "attribute_id": "fc8def54-56c6-4ffe-971e-77bc656d9404", "create_time": "1992-08-02T00:59:23", "lists": [ "816d1c65-422e-429a-8608-0b38f6d63c79", "7026c737-a5b8-4c5b-9c95-7ea56d6716c2", "bbe08c9b-ee83-41d5-9039-231f87d80a65" ], "avatar": "https://pittman.biz/", "event_id": "64a2e456-94db-4d10-af97-1a4165aafce3", "user_data": "matthew24" }
- match_list_info¶
- Object Properties:
list_id (uuid4) – list id which contains the faces
user_data (street_address) – user data associated with the list.
{ "list_id": "365778e1-9720-4050-8d6b-85e46443c13d", "user_data": "374 George Crest" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.728133116934271, "face": { "face_id": "2fb17da3-216b-44ff-9af1-a43bd5282cad", "external_id": "VQutkFKnVWSECHbVrFYZ", "attribute_id": "7b9192bb-94ca-44d6-b727-8e9682470c04", "create_time": "1973-02-23T19:16:30", "lists": [ "ad7b7c73-fb77-4b9d-bc7d-8511dc86a1a4", "358cc64f-177a-47a9-923c-c72e827f7469", "7d1da1ed-df57-4ad4-8029-cb58f81d8760" ], "avatar": "http://www.barrett.biz/", "event_id": "c63fcfa9-6245-45f4-9687-63fc5f684cfb", "user_data": "wmartinez" } }
- event_match_result_by_list¶
- Object Properties:
candidates (_list_(
event_match_result_by_face)) – a top similar faces from a luna list or a list of faces.list_info (
match_list_info) – info about a list which contains the faces (nullable)
{ "candidates": [ { "similarity": 0.57143586167961, "face": { "face_id": "b6801f3f-836c-43c2-833d-ac3b434df8bf", "external_id": "vHPvVgvditjUIiYMBgBm", "attribute_id": "a75414ef-7dcb-47be-889a-37936cb0b675", "create_time": "1999-11-04T16:33:20", "lists": [ "d9aa8381-3a09-4bad-82df-3db17affe116", "da946a78-3180-4e30-ad91-7f396e2c2e26", "74474c69-544a-4bd5-9c48-8d916ee342f0" ], "avatar": "https://www.lee.com/", "event_id": "479231fa-6fa2-4cff-aad9-30912bf9a260", "user_data": "troycollins" } }, { "similarity": 0.609647321757922, "face": { "face_id": "6f3bc166-a896-4462-8728-a8a63ca00223", "external_id": "WJIoanlElfFnWkUEGCuh", "attribute_id": "3dab8327-49ae-4c42-bdf4-94a226d9b036", "create_time": "1976-05-25T14:45:44", "lists": [ "cd9a404e-ab33-4061-80f4-603247b3e768", "16e41b6f-771b-4e4b-8fb4-3ee29986b6da", "59f51dcf-6359-4c76-827c-cc4f71236a5c" ], "avatar": "https://www.phillips.com/", "event_id": "25919435-4d06-468b-a18b-a8ed928b120c", "user_data": "ssanchez" } }, { "similarity": 0.142128635023627, "face": { "face_id": "da5a1e7f-651d-4e9d-bd66-0ce3b7955994", "external_id": "hkLCqTCKMqdZBnKNtpsg", "attribute_id": "89da6836-d735-4c09-bc18-5e6a30e7f9b3", "create_time": "2020-12-13T23:25:42", "lists": [ "2e86790a-4133-429f-9562-cad060c79ac3", "7d535db1-cd2c-408b-9e15-d1b095ccee6f", "67cc2481-70ac-4710-81b0-a08275686826" ], "avatar": "https://www.thomas.org/", "event_id": "4a37e481-2022-4d9a-9c4b-9f58258e24eb", "user_data": "aarongarcia" } } ], "list_info": { "list_id": "e8b66cc1-be01-4c40-983b-41ef1759b57a", "user_data": "037 Griffin Estate" } }
- rect¶
- 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¶
- event_detection¶
- 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 eventsource (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 eventsource (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 eventsevents_time (iso8601) – event times
{ "handler_id": "538fffa1-5988-4748-beb8-dd78336d3770", "Luna-Request-Id": "WSqOqLAqRPqTUDdULFdR", "events": [ { "samples": [ "ffcbb3eb-8b29-4fe9-88e3-05211924140b", "bd0cefb4-ddfd-44a1-ab42-dc254ae654c9", "7913f62e-75fb-4dc4-8a96-6697c2cfa414" ], "attributes": { "url": "https://vargas.com/", "attribute_id": "379592d1-9142-4392-a980-adac3d580eb6", "score": 0.580666728082771, "basic_attributes": { "age": 37, "gender": 1, "ethnicities": { "estimations": { "asian": 0.886391569780251, "indian": 0.127316590916917, "caucasian": 0.761274279941365, "african": 0.79597976351043 }, "predominant_ethnicity": "asian" } }, "samples": [ "92544aa7-de1f-4d7a-9915-3322840b7ae4", "128f5138-ee4f-47e0-ab69-a5d9f82b651e", "6c8b90ad-9c79-46ea-a7cb-f4094ec4b6ce" ] }, "source": "23896 Charles Mountain Suite 985", "tags": [ "uoWsPdTJzmEmQOjETmfl", "BvKGidITTBVlYwJrEVeS", "TpEEYyyqMUvEilgUmtQG" ], "event_id": "5110e2fd-3358-49f3-8820-5e5fa34e3b42", "match": [ { "candidates": [ { "similarity": 0.47619834405945, "face": { "face_id": "992bd2f0-a9a0-4786-8d57-6a94ee0438da", "external_id": "UFYQbfMrRDInfaWKARnG", "attribute_id": "51482fcf-ddce-4cf5-9623-a024134ed5ab", "create_time": "2008-01-22T17:08:08", "lists": [ "1b0b9d04-3ba8-45de-a5e7-a4533eb77a5e", "c3fe10cf-f6eb-43c2-8cb7-8af56a586ee1", "05cfb3ef-7537-447d-b8a5-3e8c1c4f1491" ], "avatar": "https://mcmahon.com/", "event_id": "9b369742-c11c-49cb-a942-abdfbce348ef", "user_data": "john19" } }, { "similarity": 0.684647173832102, "face": { "face_id": "48bbf136-b97e-4c8c-832c-a5d0ca3fa31b", "external_id": "hoRgdnWdrAnsQYaWehmo", "attribute_id": "261498cb-7a1f-4329-a381-a82063f42d69", "create_time": "1978-03-19T13:26:58", "lists": [ "83c4603d-46f6-436e-831e-32a2e72b4858", "3f8afc2c-ae48-4fa5-bb79-9e2bf4a91986", "848f4271-d2e4-49c0-bfba-e96380d59d0b" ], "avatar": "https://www.james-thornton.info/", "event_id": "db03e939-7377-41c3-8c9f-501d79e85801", "user_data": "omartinez" } }, { "similarity": 0.708651922985671, "face": { "face_id": "6903636a-b42c-4726-8465-cf3d33bd8b19", "external_id": "GpUvnhbJPZXSaPnDMusM", "attribute_id": "bc17677d-b086-43e7-a7d1-5d646ceec87b", "create_time": "1973-10-21T09:03:16", "lists": [ "f6f43927-7290-4dc6-a1ab-f0ad8b12eda0", "1652fcda-035a-40e4-ad73-9f845b512b15", "0cfefaf0-c523-4da3-9302-332eddcaaa41" ], "avatar": "http://www.cross-matthews.com/", "event_id": "742536a0-312e-45cd-b22a-4bc95a48236e", "user_data": "xcopeland" } } ], "list_info": { "list_id": "fbf14187-2cf6-434e-94a5-f86557d5d1ef", "user_data": "978 Stafford Harbor Suite 648" } }, { "candidates": [ { "similarity": 0.373321312185163, "face": { "face_id": "81d476cb-53f9-4de0-9b95-896afdf1faa3", "external_id": "pbZuZzCiSeqZbsoaPWxB", "attribute_id": "24591095-e84a-40b4-8029-7a4d5acadfcd", "create_time": "1980-10-09T12:22:26", "lists": [ "c3b92c28-3535-4095-b361-81c04cd031e4", "33ad1881-9c60-4224-a079-afd10c2fb0a4", "00ecf190-5644-4b95-b33c-538fc06ca053" ], "avatar": "https://www.morales.net/", "event_id": "66d7e554-f708-4e35-9ecd-6a8526b11a4d", "user_data": "brian45" } }, { "similarity": 0.118128398137076, "face": { "face_id": "ac998262-66d2-48c8-9eb8-0014a5d8bb38", "external_id": "XnWFKbLTeBzfoquagPhl", "attribute_id": "bf3dc50f-c079-4587-81dd-964e75e02750", "create_time": "1998-09-26T20:28:54", "lists": [ "7f9d5a1a-b5e7-45f6-b9e7-93a9d467f6bf", "dfd7c95e-4e4e-4591-b5f6-bc64de68e78b", "4f2792f5-0177-43f5-9bdc-a604adff3a35" ], "avatar": "http://holmes.biz/", "event_id": "59927315-987c-4ad6-a191-7279964d6c77", "user_data": "shannonbrown" } }, { "similarity": 0.6061602313016, "face": { "face_id": "47051358-288e-492a-bbb4-23d0a3575241", "external_id": "ATTJeBanoarvonNuukWb", "attribute_id": "938aa31d-476c-40e4-b437-85b95c52804e", "create_time": "2013-08-04T15:23:38", "lists": [ "20e82166-a381-4506-985f-72db3359e767", "16a51e1d-b20f-4968-bf80-1c1286e6120b", "7345a134-1ad7-420f-aa47-d95c7782ff7c" ], "avatar": "http://www.clark.com/", "event_id": "82992ae1-1bac-4ebe-b675-a18c7028ce1f", "user_data": "james61" } } ], "list_info": { "list_id": "8d08e1bc-ace1-4488-8b07-b22e33bb1aba", "user_data": "9981 Jennifer Plains" } }, { "candidates": [ { "similarity": 0.83976928259595, "face": { "face_id": "836f897f-9b46-40a9-8a25-a85edfce99f8", "external_id": "izzzMQZuArUGMqgWspDs", "attribute_id": "9fb92443-e34c-47da-b01b-696cc63c3c37", "create_time": "1994-06-08T21:40:06", "lists": [ "e283fda3-688d-4004-aef7-520b0f01f14d", "6a5a3e8b-bd34-48c6-ae92-32e3bba70d72", "e36df40f-3e7a-4847-b3f1-1b9bd4730347" ], "avatar": "https://www.walker.com/", "event_id": "8d99d34d-7901-4b8e-bdaa-f31f6ffa8da6", "user_data": "barkertodd" } }, { "similarity": 0.86620954978564, "face": { "face_id": "be047723-b801-4324-92d3-d6416e06fb52", "external_id": "fnFMMFrwrmyfDAhgdeIX", "attribute_id": "65863512-93ee-499e-b1b7-9dc5a1dd6dfc", "create_time": "2010-03-06T11:45:13", "lists": [ "e8f27ce1-c949-489a-844c-6a26e097a60e", "2a63d25d-183f-4feb-9eac-ccc11edc751b", "aa975ed1-1b0d-4ed2-b594-3c122843454e" ], "avatar": "http://davis-shaw.com/", "event_id": "3a46a92d-96b1-4027-8c20-c6fbd8ace949", "user_data": "michaelcurtis" } }, { "similarity": 0.684249559204945, "face": { "face_id": "cd35d044-c244-4a35-8e8b-dec276381cae", "external_id": "kZZeLGVenucOeDjzjvor", "attribute_id": "3d3844f0-fd1d-47f7-abd8-af3243732418", "create_time": "2003-09-23T11:01:32", "lists": [ "87796321-5d84-4172-8c13-3d93765467a6", "1511fe4b-2606-4459-a9c8-bc8eced139a4", "937ab297-6548-4098-b5d2-7999bda5ff7a" ], "avatar": "http://www.chaney.com/", "event_id": "c8acd9e9-388b-4e35-a21b-ac5ac1b658a5", "user_data": "sgillespie" } } ], "list_info": { "list_id": "d2031763-da32-47c1-8a4b-8a4dd846ef60", "user_data": "5436 Brown Oval" } } ], "url": "http://www.padilla.com/", "face": { "face_id": "e9752acb-b95a-427a-b8a5-49486a3ff833", "external_id": "LoVpYImbcSVFUhYNTDmW", "attribute_id": "0e02f193-c11a-4553-8635-d24bf2e98850", "create_time": "1992-08-24T18:45:57", "lists": [ "394c6ce4-46e0-4f67-965b-79f854e641e4", "275d7371-6834-4b47-963a-b0f5d11c9db6", "a9b81763-1a6b-4ec7-ad3b-a6de207a0c1c" ], "avatar": "http://reese-jenkins.net/", "event_id": "1ee389b8-e39a-4de5-bd63-6f1e638a1e5e", "user_data": "urubio" }, "detections": [ { "filename": "ZGntpXZBiDoIanIeHKEK", "sample": { "url": "https://www.king.net/", "sample_id": "0f95bbbb-6cc9-492f-813a-15eb90597f21", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.746793844950266, "dark": 0.84524434976493, "saturation": 0.891493995997684, "blurriness": 0.864005473554824 }, "rect": { "height": 8049, "width": 9926, "x": 2949, "y": 1249 }, "landmarks5": [ [ 7337, 557 ], [ 830, 28 ], [ 6409, 2610 ] ], "landmarks68": [ [ 9290, 2522 ], [ 995, 4302 ], [ 3302, 9618 ] ] } } }, { "filename": "jzDnjNElKwPlldZEKhLH", "sample": { "url": "http://greer.net/", "sample_id": "6ab0a768-7120-444f-8ff7-1f21d0031446", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.990284341744873, "dark": 0.406711875993534, "saturation": 0.748439884591084, "blurriness": 0.943701053633994 }, "rect": { "height": 8139, "width": 2508, "x": 5145, "y": 2560 }, "landmarks5": [ [ 7686, 6380 ], [ 4928, 9056 ], [ 1110, 1159 ] ], "landmarks68": [ [ 9604, 4289 ], [ 8301, 1676 ], [ 2174, 538 ] ] } } }, { "filename": "ocUPQyZLZadaSKqCHlKG", "sample": { "url": "http://www.serrano-walker.com/", "sample_id": "4c4a70cc-b1cc-4b51-8b7b-60601b3ae9c9", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.699748609164835, "dark": 0.275613213923547, "saturation": 0.110246562337454, "blurriness": 0.139999098325216 }, "rect": { "height": 8807, "width": 8314, "x": 570, "y": 7228 }, "landmarks5": [ [ 3173, 825 ], [ 7496, 5032 ], [ 1412, 5364 ] ], "landmarks68": [ [ 9459, 3998 ], [ 4400, 3554 ], [ 811, 9104 ] ] } } } ] }, { "samples": [ "0e27480d-e023-4def-b1aa-0a76e272214a", "59bac857-7843-4bf6-b7e8-f5347e0057d1", "4ebe6c78-a084-41a4-959c-8f427dc057ec" ], "attributes": { "url": "http://www.ingram.com/", 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