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": 57, "gender": 1, "ethnicities": { "estimations": { "asian": 0.188855765950084, "indian": 0.571357385816582, "caucasian": 0.542921413839778, "african": 0.823630597737984 }, "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 attributessamples (_list_(uuid4)) – resource for attributes
{ "url": "https://www.heath.com/", "attribute_id": "e43967b6-413f-4d56-9c8f-7c88339fb5c2", "score": 0.558854314621596, "basic_attributes": { "age": 57, "gender": 1, "ethnicities": { "estimations": { "asian": 0.150918952507492, "indian": 0.326493609714957, "caucasian": 0.527842299146807, "african": 0.645287620952671 }, "predominant_ethnicity": "indian" } }, "samples": [ "a49a30d7-c720-40e3-87ac-54beb4348c18", "774ec29e-1f20-406b-ba3c-51d48f6c938d", "2f530a15-291d-4a43-86ce-1e07b4c083f3" ] }
- 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": "decc7e40-615d-4f54-8a27-01118efbba9b", "external_id": "zcCoGXOTWmhYtHbnTqMN", "attribute_id": "b8afc8bf-296b-4a2e-85d7-2f405e72ddd9", "create_time": "2022-10-24T12:27:30.730945", "lists": [ "aca1542a-7995-44f8-88f7-4fe8d9018fe9", "bece3a52-ba7c-4a46-af24-828d61e242b2", "e26983af-c30f-4d17-ba5f-244dfce184f0" ], "avatar": "http://www.suarez.biz/", "event_id": "7852c9a8-baa3-439c-a7da-34b4b798dfe0", "user_data": "crystal81" }
- 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": "a76d04b3-04d4-481a-8285-35d3f0d08296", "user_data": "6876 Breanna Wall Suite 655" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.587850036755159, "face": { "face_id": "8ec627b6-4569-4751-b8de-653bc35751dc", "external_id": "UvXscMxMhRLybtJXgoeZ", "attribute_id": "32f5d690-ceb0-48b5-b070-84062613567e", "create_time": "1976-01-20T17:52:18.043300", "lists": [ "5137ddbf-9e42-4183-abc8-1ee2f7224faf", "34907e8e-67d9-486f-87c3-adda29e01225", "92679ee3-0896-43ba-b300-46283ea2fa9c" ], "avatar": "http://ryan-morgan.com/", "event_id": "81f91d31-fe1c-4e2b-a9c3-d311558b5cda", "user_data": "ahughes" } }
- 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": 0.593870477278694, "face": { "face_id": "3e069120-9e40-4957-8e34-2861824bd57c", "external_id": "iYEubPkutzikPJsGNiSn", "attribute_id": "c3794ed7-1e3f-467e-ab49-6151b8c4b4e5", "create_time": "2002-03-06T14:23:48.207069", "lists": [ "f52fbc14-cc76-4f37-b6a4-9661e008e0dc", "4dd4d315-1ca3-47f4-984e-b6972ba4e7f5", "3be70082-3db7-4d5a-8fa3-03a3401624ad" ], "avatar": "https://allen.com/", "event_id": "96a9130b-cab9-4d95-91e0-b5c0272aeff3", "user_data": "cookanthony" } }, { "similarity": 0.15854761756355, "face": { "face_id": "4d9bea3d-794e-4115-9312-fdda04ba0012", "external_id": "XeZnFMYjeRczGWCMvgGm", "attribute_id": "975626e3-db59-4383-875d-4a233044c28e", "create_time": "2014-10-16T15:44:19.139266", "lists": [ "a1f7f93c-03b5-4179-864f-77f640c10abf", "13e89b40-eccc-4f19-880d-a4a5af0fc8c4", "0eca30d2-e4ec-4029-a37f-ae261844ca71" ], "avatar": "http://lopez-avila.net/", "event_id": "115cdf62-6eeb-48f5-853b-5cde29e3fc18", "user_data": "belllisa" } }, { "similarity": 0.204302382053896, "face": { "face_id": "29086cb6-728f-4884-8af2-c84046490f8b", "external_id": "HynILlMbaeneKldHJSQW", "attribute_id": "dfd159c9-770c-4108-a279-893cca53d6f8", "create_time": "1990-01-10T07:41:02.828742", "lists": [ "2b9bb13a-f552-40f7-b534-d2eef807841f", "5f12ad77-e609-459e-8189-4169687020a6", "0fad59d5-4238-49a5-996d-339c3e561e99" ], "avatar": "http://www.watson.net/", "event_id": "adbf0872-155f-45e7-8e5b-ce5c5dbdc8c8", "user_data": "andrew17" } } ], "list_info": { "list_id": "0a6750ce-f651-4857-a5b5-e6b47698f23a", "user_data": "5497 Joseph Mill Apt. 326" } }
- 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": "5a940b64-c15d-447b-a6b3-c3993c8a1905", "Luna-Request-Id": "QVualhNZLlJKXJHucyeV", "events": [ { "samples": [ "40ddaf56-0822-4fc1-9da0-f3f4e342191f", "2233a6b3-f479-4c82-b9ce-081b77a837f4", "ddd36fe9-bce6-42b5-a5c3-63557e8b690c" ], "attributes": { "url": "https://wu.com/", "attribute_id": "7a73cdf5-0517-4a81-b19a-fb66ff9d6928", "score": 0.2641114045242, "basic_attributes": { "age": 96, "gender": 1, "ethnicities": { "estimations": { "asian": 0.145732811077247, "indian": 0.516474517059289, "caucasian": 0.792435802468659, "african": 0.66257927717141 }, "predominant_ethnicity": "asian" } }, "samples": [ "a0260d1b-9f9f-48dc-8a04-0918d12531c2", "5ddd24e1-71cb-4451-9eb4-fb60118a0441", "b25904cb-fa08-4a9e-b55c-d713bb3c2a5e" ] }, "source": "006 Mary Crossing", "tags": [ "aBHSUWMuldVqhKKPUMcY", "JtBNlsaorFBKiTlkcCvn", "elOGWvhVraRWuPJNBlBR" ], "event_id": "29b27899-75b0-4dc6-bb00-4a33674b7da0", "match": [ { "candidates": [ { "similarity": 0.558978456989954, "face": { "face_id": "6d28ab18-59a2-40c7-b9c7-0af4d37cd1a8", "external_id": "WffqPkYDgQYwCsVmeKRL", "attribute_id": "84d8b99d-2bc5-4c7d-82a8-5866cc00c5bf", "create_time": "2022-08-21T17:42:31.861217", "lists": [ "fcd0ea83-4daa-4fce-975c-c3c82ecb1cb1", "b850c85b-bbb7-4510-a30d-c050fba0ec58", "ddd0010c-29a6-4720-a6dd-ae0d9d7da065" ], "avatar": "https://www.chung.biz/", "event_id": "d59c144b-e4bd-4059-9d5f-73483955a226", "user_data": "ericksonmelissa" } }, { "similarity": 0.23459313851261, "face": { "face_id": "d28cd4d6-454b-4ae2-b2d0-caab138f3ced", "external_id": "rFazyRWBIeSZsZCroqSQ", "attribute_id": "551542ca-a6f4-41cb-8fc0-c938b801695d", "create_time": "2017-05-31T23:29:08.670045", "lists": [ "948d1381-bbd0-4ec9-84c4-db16cd6e246b", "fa71dcaf-ea2c-4d41-b3ab-b3ca3c6e403c", "a2a13962-ede2-4231-a6f5-f7ff2e5d381f" ], "avatar": "https://www.huff.biz/", "event_id": "861a1e19-80c7-4f75-9d4e-5a7b4295d9e1", "user_data": "adam42" } }, { "similarity": 0.538715368304974, "face": { "face_id": "cd092d75-74f2-4ff4-b466-079fd5e45fad", "external_id": "lDAgdpVqUvHAoCEEziUJ", "attribute_id": "bcbb8217-2d49-443a-941c-1e9263423f1d", "create_time": "2020-07-27T12:26:54.188243", "lists": [ "5d36bcbf-4dc1-40c2-bcee-49d0d1b423da", "660c62d0-5c50-42e1-b9e2-911db7ca18d7", "5c16e286-c2a4-45d0-b632-b3fe2bfc99e2" ], "avatar": "https://smith.com/", "event_id": "ea980cb1-bacb-4843-859c-6be35be50b9a", "user_data": "cbender" } } ], "list_info": { "list_id": "50d973d3-f171-404c-8dcf-f26036c20cf4", "user_data": "638 Smith Summit" } }, { "candidates": [ { "similarity": 0.254035490138864, "face": { "face_id": "802d6614-2698-47ca-bb62-33f4bad26f2d", "external_id": "GkoOhEBoHjFtyhIlBKdS", "attribute_id": "63f65b0b-8627-4cf8-a837-62008d774fdc", "create_time": "2000-08-30T09:02:58.341946", "lists": [ "f3d96d4e-fcd1-4b0c-b6d4-5da066a00935", "3575243b-e7ac-4999-bead-efe68bc85568", "478962f3-4ce3-4d92-81bc-08684da656dc" ], "avatar": "https://www.ray.com/", "event_id": "e8b662e4-71a3-4621-8cd4-f43b55aa0af6", "user_data": "conwaykyle" } }, { "similarity": 0.11357855925899, "face": { "face_id": "a1b5b25d-5fbe-4f1f-92a8-c1286a3f74c9", "external_id": "ClcSTuNLWyIozjXwERcK", "attribute_id": "b4042df2-f4ea-4a31-adc6-a0dfb5d2b796", "create_time": "1997-08-25T08:36:00.822098", "lists": [ "638544b9-fa45-4091-a34f-f61e4d5c5c8e", "2dad70b2-132e-4ac8-9f03-e6a2a0db48bf", "9de03616-cfa2-4c66-b081-c140c4d6f7a7" ], "avatar": "http://porter.net/", "event_id": "4bf44a7e-4e66-45eb-a313-f98d57d5358a", "user_data": "mrichmond" } }, { "similarity": 0.856040244847449, "face": { "face_id": "2ddf7f05-f348-4b67-be2e-3e0a5a5e6f35", "external_id": "aHSXEQTRVXkaLFwOZtlG", "attribute_id": "bee97bce-c470-44a6-9e02-9b033edd02ad", "create_time": "1990-06-08T14:44:06.293426", "lists": [ "19a676c5-2edd-4a42-b43d-3e4be518f035", "0f6946ba-4f3b-4f65-82e4-97bbe95710f5", "a2fd8900-d58b-4dad-976a-1fc32665cd2c" ], "avatar": "http://bauer.com/", "event_id": "0e8e599e-41f5-4af1-add0-5a5a4bd96320", "user_data": "christinebrown" } } ], "list_info": { "list_id": "8f8d17dd-80e5-4f29-a342-b16647c868da", "user_data": "5860 Judith Lodge Suite 463" } }, { "candidates": [ { "similarity": 0.301751633155913, "face": { "face_id": "eacbea2a-ebcf-4211-a641-56a4b915b961", "external_id": "XwKWWVGMlKtjhhyIwvRb", "attribute_id": "8f5aa567-4624-4068-b555-3a50cb7cee29", "create_time": "2008-08-16T09:46:44.200861", "lists": [ "490d98e7-c94e-40d8-8663-44985989e080", "e37532b1-d5b7-4ebf-a033-11d26a1b17e2", "275fe7aa-b71e-40e1-9313-db1819e49578" ], "avatar": "https://roberts-sanders.com/", "event_id": "947744e2-9e6b-4612-921d-111dbcdcb5b9", "user_data": "christopher43" } }, { "similarity": 0.934987273953153, "face": { "face_id": "c1a8a7d5-d8bf-48a2-ba38-32ef282f5a14", "external_id": "wzpHcMuxzXlzwBqDlaNJ", "attribute_id": "3a3d817b-b5d6-495c-a198-91a497a20736", "create_time": "1989-12-28T09:17:28.745701", "lists": [ "4d667c45-ff16-44b3-9f05-d2bd82901468", "448f6943-b64f-4634-87d9-ae347ce66def", "492e5f42-b2f8-4d13-85aa-702b660672e6" ], "avatar": "https://www.gonzales-wyatt.com/", "event_id": "49a981c9-acd4-451c-9449-8e0a4d659bf1", "user_data": "danielle33" } }, { "similarity": 0.743729068170931, "face": { "face_id": "d91f5292-f984-4c65-a0ce-b2929268fa09", "external_id": "ojEwykoxFSSUBHkWAdEZ", "attribute_id": "85b9dd48-0c82-479c-9582-888f92f0e60c", "create_time": "1973-12-01T06:13:11.088353", "lists": [ "df98e38d-68b2-4d88-9281-ed369020d5b8", "48669944-5494-42b9-981d-d1f3833bce97", "7790fb07-6149-4933-9c1f-91179c7cfd51" ], "avatar": "https://www.bowman-tucker.com/", "event_id": "620c6b6d-b22f-404c-8097-8544b2f1f0fb", "user_data": "joshua56" } } ], "list_info": { "list_id": "6b866b9d-b75e-4b4d-95a2-332e25d546de", "user_data": "88490 Barbara Lock Apt. 347" } } ], "url": "https://www.hernandez.biz/", "face": { "face_id": "10c17dc5-5ca0-46e2-a021-42cbe471d70b", "external_id": "oxEjaIDBPNDGXQtnttqA", "attribute_id": "1d4ab566-0439-4b47-8611-dfbd9ff8b9e5", "create_time": "2000-06-02T17:06:31.480646", "lists": [ "39a2cb4d-91ff-477c-a7e9-552b2a9ed533", "06033f48-6969-496b-94db-e08eb57cfaeb", "1f1a16dd-272a-415f-8e12-4c4269992aca" ], "avatar": "http://www.young.com/", "event_id": "12616786-8515-4c33-a3a4-dbfef66d173d", "user_data": "jsparks" }, "detections": [ { "filename": "kuuMasenAfrWlJKCSNux", "sample": { "url": "http://www.gates.biz/", "sample_id": "288c9e9e-d4e5-425f-ab95-6d43cd145b7e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.768934131571881, "dark": 0.324656331199189, "saturation": 0.495892799202517, "blurriness": 0.65919845863803 }, "rect": { "height": 6098, "width": 9804, "x": 2213, "y": 9274 }, "landmarks5": [ [ 1771, 89 ], [ 7497, 2700 ], [ 9228, 357 ] ], "landmarks68": [ [ 4840, 5303 ], [ 8409, 7773 ], [ 9702, 8987 ] ] } } }, { "filename": "eEnhBHkSlgjyoBVCLqOg", "sample": { "url": "http://vasquez.com/", "sample_id": "39eb9797-646f-4f31-b4f0-4cd65c129d90", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.255708588377323, "dark": 0.847596523038514, "saturation": 0.72117858144889, "blurriness": 0.927964086691338 }, "rect": { "height": 6447, "width": 9315, "x": 9781, "y": 8392 }, "landmarks5": [ [ 8098, 5078 ], [ 6039, 1118 ], [ 828, 8543 ] ], "landmarks68": [ [ 3783, 9027 ], [ 2331, 7464 ], [ 1423, 5869 ] ] } } }, { "filename": "IrqIRpKQzcTJdetMtBlt", "sample": { "url": "http://mitchell.org/", "sample_id": "c19508ad-5626-4d28-8ae4-dd611841195a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.221459201903715, "dark": 0.10843470929266, "saturation": 0.710892523877813, "blurriness": 0.870407280827992 }, "rect": { "height": 5307, "width": 6449, "x": 2897, "y": 1930 }, "landmarks5": [ [ 7973, 6523 ], [ 3011, 6032 ], [ 5938, 7291 ] ], "landmarks68": [ [ 1649, 2661 ], [ 6770, 9621 ], [ 97, 613 ] ] } } } ] }, { "samples": [ 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