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": 44, "gender": 1, "ethnicities": { "estimations": { "asian": 0.30958974984256, "indian": 0.704026023486659, "caucasian": 0.201052187039837, "african": 0.500849770578245 }, "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 attributessamples (_list_(uuid4)) – resource for attributes
{ "url": "https://www.miller-boyd.com/", "attribute_id": "a5d0b069-246f-489f-9c1f-b24d13c31913", "score": 0.363787207699606, "basic_attributes": { "age": 40, "gender": 1, "ethnicities": { "estimations": { "asian": 0.595610590964948, "indian": 0.52464793876777, "caucasian": 0.551474480850688, "african": 0.365162368315011 }, "predominant_ethnicity": "asian" } }, "samples": [ "2c9bf914-1742-47fb-b6ab-eb2c60f98352", "3e58ae8b-5bc0-4077-b1df-68b240f2bf2a", "31af375c-6a98-4aec-9974-eff405f9f69b" ] }
- 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": "f294b3eb-d4d9-411a-9b9b-645469d684f1", "external_id": "EEcsWOxxKrdVstPpLGEN", "attribute_id": "ec26c519-ad2c-4ac3-85e0-12065866fb34", "create_time": "1986-05-21T12:37:56.608341", "lists": [ "9e25ce1a-d1d7-457b-bb68-ed3e2dfe4c59", "44f8d215-ce2c-4237-bf86-2a256044316c", "9b5b1f6e-e72b-464b-a37f-0c99fae4cb6b" ], "avatar": "http://www.conley-reynolds.com/", "event_id": "079b6c56-45b3-4077-8463-f4f91a9fba43", "user_data": "theodoremurray" }
- 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": "27094684-2f38-48b4-ac0d-bad135400fb4", "user_data": "074 Pamela Shores Apt. 830" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.777686363841674, "face": { "face_id": "88aa9f1b-e00d-47f0-984b-9b127dc1254c", "external_id": "FOvMGrJHjplRvzpwCgAa", "attribute_id": "39e99770-de2b-4a59-a56d-f907a2b6c146", "create_time": "1971-04-25T20:05:43.506265", "lists": [ "c7d0d58a-e361-48b4-a596-e3d40142f206", "42e3824b-bfdf-45fa-ac29-70a7a67ee917", "dc4a79e2-f23b-4984-bf99-f62ef8e8edc9" ], "avatar": "http://www.king.net/", "event_id": "54509b16-e987-49cc-9785-6fbcec9578fb", "user_data": "reedtiffany" } }
- 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": 0.42383212044262, "face": { "face_id": "697d81e2-2a72-4167-8f30-01a50d57e27b", "external_id": "JseLwTPIsZvXoQGzKoIU", "attribute_id": "979b3577-cfbf-48d7-af19-fb48c18b648f", "create_time": "2001-10-07T15:34:53.982537", "lists": [ "cbed6ed9-7777-47fe-927e-d56ccaeb0200", "37281a5d-e1d9-4c7d-84b0-d72bfc7e2dcd", "aae6663e-a735-45e9-aa04-ca4b8a873116" ], "avatar": "https://wu.com/", "event_id": "fc9edf58-8df5-4274-8bea-e069a74c68ee", "user_data": "leonard30" } }, { "similarity": 0.927258275586122, "face": { "face_id": "5fa9d9bf-ed28-40a2-8752-7bf4de1917ed", "external_id": "jNWoajICCWvsMgPKWICC", "attribute_id": "ef22d25d-eebf-489b-ae65-bc709df364ae", "create_time": "2017-05-25T03:50:25.455225", "lists": [ "2a15caf4-8e8a-4d59-842f-80a5ab3910e8", "c5c39700-f424-4ceb-82e4-e3e4f00f914a", "2dfee95a-f877-4ed1-a477-fb704a3c54cd" ], "avatar": "https://soto.com/", "event_id": "78324ba8-f2b2-4cb5-b4c8-a601efacc924", "user_data": "hoganstephanie" } }, { "similarity": 0.750758766838492, "face": { "face_id": "a6f88cf3-4a4e-4c96-9e53-e01f6b0b2b35", "external_id": "VUXtjJBSxQAzXOdTuZAm", "attribute_id": "d16698a7-4e6c-4b87-bf70-92f3e31740a1", "create_time": "2000-06-13T18:13:50.391444", "lists": [ "f1916d12-cf19-46f7-9fb4-e190445a33e8", "c9ccc523-67bb-471a-ae8b-e079b40210b4", "094fdec7-7bb3-42a8-a3fd-d3acd7b46a3e" ], "avatar": "https://price.com/", "event_id": "4f964b26-1bf2-475c-b86c-7d55bd8eaf2f", "user_data": "amiller" } } ], "list_info": { "list_id": "509019ba-8bc4-4b28-a58b-64c99c07b547", "user_data": "5150 Stephen Gardens" } }
- 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": "447affd4-6873-4822-abc1-e17fd1bebf10", "Luna-Request-Id": "IwryyhUtNuDjTdRzszbv", "events": [ { "samples": [ "ecf0e623-8726-404d-9a23-16ec2f866980", "7f308b02-9ac0-4a61-a0f2-2c7a75df4cd5", "345e3bc4-5f3a-4ee6-99db-b484c2a6d2ae" ], "attributes": { "url": "https://www.jackson.com/", "attribute_id": "6c775318-9555-43b0-9f38-36e7b1566c14", "score": 0.974473546747125, "basic_attributes": { "age": 18, "gender": 0, "ethnicities": { "estimations": { "asian": 0.818738374657871, "indian": 0.42136401552485, "caucasian": 0.665400612586631, "african": 0.84221674750598 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "e8d8671c-08f3-4d96-af2e-0f15ef7a3142", "ab56a94d-3289-4bae-95f3-6c02c795ba22", "bb09ee54-e433-4914-b4ab-6f368452bc82" ] }, "source": "682 Joshua Well", "tags": [ "quNnSowjwIabTfXlHeEy", "MgYYOBChjXEjgczjEinC", "LzFIbuTUvQLhgpVfjEpr" ], "event_id": "10c6dbfc-dec6-43c5-9453-91fb1a175d3b", "match": [ { "candidates": [ { "similarity": 0.843753657492984, "face": { "face_id": "15bb9ec7-c8d5-49ac-b79f-13e0677f619f", "external_id": "iBFXWMbWwiVVcagYnjiX", "attribute_id": "f5f26a71-f8da-434c-992d-f5118ff877a5", "create_time": "2005-07-10T13:23:31.401585", "lists": [ "98949cd4-9589-46a7-bf56-6f1dc63eca2f", "d985eb38-858e-478c-9634-4731180ac8ba", "01c7e9cb-fdb2-46af-86e5-ff4899c1f9c6" ], "avatar": "https://www.martinez.org/", "event_id": "cc0aaf1b-3c45-48e4-9bbe-c7b04edc9946", "user_data": "william43" } }, { "similarity": 0.710791958925976, "face": { "face_id": "96bdcdc6-97d7-42d9-b33a-bdc9a803342f", "external_id": "bwVOpCpYOTPwQQKUAKHf", "attribute_id": "61e08681-4d9d-4652-9898-d554b300ca97", "create_time": "2020-01-04T16:04:55.858005", "lists": [ "a4c0e8e4-fd8d-4a5f-8569-f895685af66a", "7f392efb-09fc-44b7-9ccb-645b1c4c3850", "3bfa7402-e9c8-4a49-ac1d-b21e270478ec" ], "avatar": "https://petersen.info/", "event_id": "85cadea4-3f90-47e9-8f1e-701dbdbd2160", "user_data": "charlesjackson" } }, { "similarity": 0.805305079870723, "face": { "face_id": "eddb8948-6191-4a9b-b503-2f9e965934bf", "external_id": "PSIuwUnpcJeSnxGICZkG", "attribute_id": "83eabd04-994f-4d8f-8a30-1956af8c89ff", "create_time": "2022-12-27T19:25:03.309494", "lists": [ "322d101a-0c67-4d99-9faf-604f41396f59", "2e9ba202-3897-4ffa-a4bb-758656bf7e82", "fd33bd62-dd44-4028-a3e4-4efc4e35eb80" ], "avatar": "https://www.arellano-mullen.org/", "event_id": "ca6ff56c-f12c-48f5-af50-d76c19be5100", "user_data": "bryan65" } } ], "list_info": { "list_id": "1b782d27-bc12-44e2-b15b-1753e58bd79e", "user_data": "515 Martin Village" } }, { "candidates": [ { "similarity": 0.62939218914811, "face": { "face_id": "0b52bab8-c16f-4a5b-ac5c-da804f9520a1", "external_id": "tmhCALwhKAeuLqgTzxCh", "attribute_id": "0d2c53f6-239d-46a4-a41a-07152878329c", "create_time": "2019-08-15T19:43:15.374956", "lists": [ "95686dce-78c0-419d-9488-11548e058e7e", "917ea7c2-428d-4b8d-84bf-7426097a5cb3", "fa0a3d83-b34b-4268-90a8-654ceffdc295" ], "avatar": "https://knox-ortega.com/", "event_id": "a6a23559-46af-4196-91c4-b28a095677ec", "user_data": "esmith" } }, { "similarity": 0.212303355420083, "face": { "face_id": "7195c6f2-4643-43b9-b8ef-51c553969ede", "external_id": "mtfSTKNqOstXNReJIrAZ", "attribute_id": "033fb29d-a7ab-4f25-adcf-0b72d4587586", "create_time": "1998-11-19T19:46:39.351301", "lists": [ "130e55d8-f71b-4609-8c2f-ae11d71831b0", "335cae4d-31c8-45c5-9ce8-86f7f96e7dda", "8476f5ca-94c0-4777-95e8-d4c66c4426b2" ], "avatar": "https://www.house.org/", "event_id": "adaa8628-32a9-49aa-b6f6-c738a95c4c16", "user_data": "chelseamitchell" } }, { "similarity": 0.953456084590937, "face": { "face_id": "8ea333bc-c380-4c95-ab37-ab20abe97136", "external_id": "YjouGsUvOjWdrrOkHDEn", "attribute_id": "d1f5fdd7-f4ca-4855-92f7-134f7630cda3", "create_time": "1978-11-23T04:31:50.952913", "lists": [ "e5d9e18a-628e-4e7c-ac83-485f176937a7", "3773d916-6671-49c2-ae43-d47398bccdad", "c65ab17a-6833-495d-ad3c-5a540c32f0fa" ], "avatar": "http://webb-kidd.info/", "event_id": "b5f66975-1f14-4c94-8111-defff0f1b55b", "user_data": "mdillon" } } ], "list_info": { "list_id": "c5fc3fae-2ff1-4ecd-8128-ae521d519b15", "user_data": "745 Randy Estate Apt. 105" } }, { "candidates": [ { "similarity": 0.971739098159114, "face": { "face_id": "c113752b-8b10-4485-9e30-d32da716b923", "external_id": "ducbPjbAEvGsyNEdMhiD", "attribute_id": "9a02de7f-abc1-40b0-bdc7-d7c6ebcbdd34", "create_time": "1995-10-24T01:05:43.872465", "lists": [ "ef5b1f69-c882-4289-9bc7-5d20b547f0af", "e77699e3-03d2-431a-a432-eddeb58b9a89", "1115ae04-1637-409c-b750-e0abcef07293" ], "avatar": "https://www.king-hines.com/", "event_id": "f4bd1ad5-512e-4c7a-8986-6b22d079cbbf", "user_data": "michelledavis" } }, { "similarity": 0.869723511998897, "face": { "face_id": "a0c15ba1-92de-405c-877e-044467d9d9df", "external_id": "zcacyJeBdUtWwblJaFdP", "attribute_id": "a11e2eb7-d1c3-4f74-a9f7-4006ce4c247d", "create_time": "1981-05-16T07:05:58.232944", "lists": [ "d74dbd85-e924-41a9-a31d-189b6fa2845b", "9dbcd636-ecef-4f02-8c83-d96a53dcb0a9", "db52fe34-594a-4617-9f2e-6649939d7105" ], "avatar": "https://martinez.com/", "event_id": "cf18975c-6142-4e45-9128-2eb6de16259e", "user_data": "pmcconnell" } }, { "similarity": 0.152797359189479, "face": { "face_id": "d76ed41b-5747-4498-b35d-1acc8c0a87aa", "external_id": "AXPubmyZGjBquobADdMt", "attribute_id": "59d782fa-9b9c-49b3-97fa-579d4f937077", "create_time": "2005-07-03T13:32:20.158856", "lists": [ "e865d690-40c3-4fda-b060-f4c2bac7217c", "c7dc649f-3829-4a21-a009-30f7d03f34f2", "eeb5bf6c-0ca9-4762-885a-406e104fb0f2" ], "avatar": "http://www.sawyer.com/", "event_id": "698afa46-4334-4e76-a326-f4d9174130da", "user_data": "pnguyen" } } ], "list_info": { "list_id": "f8b6fd4c-d91b-4733-bedf-63c774bf8e9c", "user_data": "0201 Fisher Run Apt. 710" } } ], "url": "http://www.schneider-simmons.com/", "face": { "face_id": "8bd7e35b-251a-4e93-8cea-0bbd54807f10", "external_id": "MuKxakagLvNizmrWGyYs", "attribute_id": "e8fdd0fc-440f-45c2-8972-47c2890fc0a8", "create_time": "2019-10-03T01:16:12.048452", "lists": [ "92e90d8f-7468-443e-8c5c-e8f06fb6f424", "271c1cd0-c8d2-443c-b385-5b8b11790fcd", "e3138a79-7ad1-4f98-87b6-ad4d2af778d2" ], "avatar": "https://wells.com/", "event_id": "0ecfe7b8-d380-4276-a566-63658455ecac", "user_data": "lisastephenson" }, "detections": [ { "filename": "rfzSXbFzUKNnjlmsyvJg", "sample": { "url": "https://kemp.org/", "sample_id": "599dd332-c070-42da-8ce6-f4035436bf48", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.924158934883074, "dark": 0.398069498924595, "saturation": 0.175470265957073, "blurriness": 0.306393281826513 }, "rect": { "height": 4437, "width": 8379, "x": 1820, "y": 2345 }, "landmarks5": [ [ 6801, 6347 ], [ 5419, 1555 ], [ 317, 5820 ] ], "landmarks68": [ [ 1574, 8203 ], [ 9346, 4849 ], [ 2513, 4829 ] ] } } }, { "filename": "gySDqecDsPFgCUtgvOdL", "sample": { "url": "https://www.payne-jones.info/", "sample_id": "3c493899-8876-4af5-9625-c0d46461942c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.185089927261882, "dark": 0.20303980854995, "saturation": 0.253287007102821, "blurriness": 0.972581189584431 }, "rect": { "height": 6957, "width": 5589, "x": 7034, "y": 6901 }, "landmarks5": [ [ 6567, 8820 ], [ 4179, 3266 ], [ 4672, 1323 ] ], "landmarks68": [ [ 1725, 2349 ], [ 7329, 2050 ], [ 6559, 8626 ] ] } } }, { "filename": "tgqllKOdpHetoXtksyEf", "sample": { "url": "https://www.russell-gutierrez.com/", "sample_id": "ffe3eea8-ae77-4ea2-826c-32e6053c1ece", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.253629396555028, "dark": 0.561586691528746, "saturation": 0.538263763904238, "blurriness": 0.609711365890618 }, "rect": { "height": 5812, "width": 4040, "x": 6175, "y": 6902 }, "landmarks5": [ [ 8357, 9842 ], [ 4841, 2960 ], [ 3082, 4538 ] ], "landmarks68": [ [ 3306, 5817 ], [ 1248, 8136 ], [ 3301, 774 ] ] } } } ] }, { "samples": [ "2ae1184a-8251-4519-9fc5-b264569c4261", 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