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": 98, "gender": 1, "ethnicities": { "estimations": { "asian": 0.517243627652291, "indian": 0.273411541098009, "caucasian": 0.372529834109205, "african": 0.438382677721165 }, "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://www.edwards.com/", "attribute_id": "5e3cd31f-5c53-4652-a9e4-f3a7a3341e6b", "score": 0.599026068432838, "basic_attributes": { "age": 73, "gender": 0, "ethnicities": { "estimations": { "asian": 0.31173185895404, "indian": 0.33601364329788, "caucasian": 0.617804484924076, "african": 0.114504633163814 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "bffc0dfd-1499-4b29-ac5c-dfa639d873da", "55365170-0f14-410a-903c-775d7562d8f3", "38359698-531f-4cb0-9a6c-c89af08a7c75" ] }
- 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": "8c50ba7a-906c-49a6-bf88-f842488d8808", "external_id": "dlOvQFpZPMRVkpPfCexx", "attribute_id": "28b317b1-9d63-4ec5-9123-dba7d589e2b2", "create_time": "1974-02-09T23:46:11", "lists": [ "d946c024-98a1-40fb-9667-3dea2f6c65fd", "0b04e6c0-b14a-4ad9-b10c-53ddc02d01ea", "17a73041-05df-4b3e-868b-a5cd6b56aec0" ], "avatar": "http://woods-hampton.com/", "event_id": "64b5699c-3c2b-4385-973e-ffad06e61c6b", "user_data": "kristencarpenter" }
- 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": "8ca89b3d-8d72-43bf-bbd3-14f3013ee606", "user_data": "93706 Brooks Parkway" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.11559134603275, "face": { "face_id": "1461d839-aff9-4344-93c4-dcac1ce72169", "external_id": "YJOTiSAyHTXovuaprWFS", "attribute_id": "47f59e8e-bf44-4eb8-80e6-1e48d09b1d79", "create_time": "2015-01-05T01:15:47", "lists": [ "bc59d2e9-1292-45f3-bfa8-1bc93799d7f0", "c948d436-0d67-4af6-8e4a-545405635ba7", "2cbcc1df-0abb-4c61-ae6c-138c9e5f7d5c" ], "avatar": "https://rice.com/", "event_id": "2aa3040b-4c1f-4562-807e-e06e01197494", "user_data": "rodriguezmichael" } }
- 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": 0.991129025854129, "face": { "face_id": "37e08c4d-0cae-4075-a7bf-fe3823579010", "external_id": "vDkjONKmdTgcJCxtdMTk", "attribute_id": "b9bd2b5d-c323-4176-8df1-4a10280e0ca4", "create_time": "1981-02-26T10:59:38", "lists": [ "e634fa60-c487-40bf-b32d-c3859211634e", "94e69469-1d64-4ffa-89f7-07932241653f", "0ed7b4f1-4371-4e6a-b213-adb6d26900d6" ], "avatar": "https://mccormick.com/", "event_id": "b9cc44c9-f894-4776-9408-561438961d58", "user_data": "kellyyoung" } }, { "similarity": 0.80301120186507, "face": { "face_id": "706adc96-27ad-4548-afe8-e7e3e9509af4", "external_id": "ajKozuBGjnrqRniVedYh", "attribute_id": "9daa421c-6e3e-4f01-985c-94f31f16d7bd", "create_time": "1984-12-23T08:21:33", "lists": [ "36ecb6d6-7a4d-4bce-b717-abc2515af5ab", "a3701a63-13e5-465d-b337-45956c42ce24", "f66bf903-acb4-480e-8d89-a9534c2d67e9" ], "avatar": "http://poole-gibbs.biz/", "event_id": "bfe2a2ac-86a6-4f5b-82dd-282112a4047b", "user_data": "igarcia" } }, { "similarity": 0.979091777102141, "face": { "face_id": "9be233ac-51f8-41f9-985a-ead682c0e53c", "external_id": "TnHeyPoclgbAQGGAVgjF", "attribute_id": "ee17e353-554f-4cd2-88d4-5bd9ff305d8e", "create_time": "1972-12-20T20:49:34", "lists": [ "69040a68-7448-4406-a7de-a812ce6954fb", "6863934b-7206-42e2-acd2-70c86e408260", "541c6979-c05a-455a-a2b7-93e742079748" ], "avatar": "http://valdez.com/", "event_id": "0d04924d-aafc-4785-8ab4-82dbb31f13ee", "user_data": "jordanmatthew" } } ], "list_info": { "list_id": "53f60620-9c2d-4311-b9d7-8e3a595a569c", "user_data": "923 Moore Rue" } }
- 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": "d783f730-b4e7-4f2c-86f9-ed71f69805a4", "Luna-Request-Id": "cpOllrVMGkloISZRvQKh", "events": [ { "samples": [ "ea694907-23bf-4c48-b5fb-ac07ae45330f", "bed94eaa-8620-432e-89d5-85b4f30f3382", "1a6ab585-8f81-49a8-bf43-6254584fa053" ], "attributes": { "url": "https://www.king-gonzalez.com/", "attribute_id": "de884039-4cb2-441b-9421-8808f2f12cfe", "score": 0.785848326192463, "basic_attributes": { "age": 39, "gender": 0, "ethnicities": { "estimations": { "asian": 0.145923859579407, "indian": 0.519448246590832, "caucasian": 0.484954702544336, "african": 0.797689471540683 }, "predominant_ethnicity": "indian" } }, "samples": [ "df302d6f-7272-4c8f-b3c7-91e40fb3b6a6", "4eb44a6a-583e-446c-8ccc-ae8f8db138b6", "aeab73dc-6eec-4ad3-85f6-59474529b42a" ] }, "source": "67516 Horne Center", "tags": [ "XAojOfrIqVTEWrHOuUBC", "CMXqsVVLtELpdTCUCPCN", "rBMoyQLrsIxNVtWqIlEx" ], "event_id": "c6c35574-a787-45ce-ae86-69071d2ffb9a", "match": [ { "candidates": [ { "similarity": 0.539803250792032, "face": { "face_id": "a87c0ce6-45db-4f50-8780-d3737ab69af7", "external_id": "ddZFuXsnsDLYjmOglAoT", "attribute_id": "55ec9c2b-dbb3-4d95-953b-1acd6bb26a72", "create_time": "2002-03-15T08:37:35", "lists": [ "96fffde0-dfbe-430d-8afc-fda3986aed81", "23f609d3-2fc8-4582-bced-2f90437fc79c", "ec363a81-3dfc-4246-9d37-2f8417bd389c" ], "avatar": "http://thompson.com/", "event_id": "681601a6-cfe2-4915-91c7-c3a79ae1f162", "user_data": "orobertson" } }, { "similarity": 0.13625697092072, "face": { "face_id": "a2afbb81-1f48-4c10-9ffd-91c23a4dccea", "external_id": "zRRiABLkgKoYQoJzSTuk", "attribute_id": "afb61bb5-67bc-4824-a19b-007f06e6759b", "create_time": "1979-08-07T08:18:51", "lists": [ "d75874cd-fb74-4bc6-8cf2-6bed972e50bb", "25a36978-c2ab-4b10-af5d-0c2e37fb0791", "9d7cd216-12d1-4eed-a748-8e3ae067820b" ], "avatar": "https://terry-villa.com/", "event_id": "b84c5697-196e-432c-b1cf-a522049ad3e4", "user_data": "michaellarson" } }, { "similarity": 0.129313286857708, "face": { "face_id": "653b1841-f2b1-4676-a6f4-be1ee5ca4885", "external_id": "uQmFAGsLmqiMgjPmkwid", "attribute_id": "b9ba591c-89f2-4dfb-94f4-afda9738a7b9", "create_time": "2010-09-05T03:20:09", "lists": [ "477909af-107b-4bf5-9bff-372174336370", "05bc3bae-fac2-4572-b2cc-4e59729bde60", "86b0ab56-c12a-49fa-b3fc-f78d39e35c8f" ], "avatar": "http://www.thompson.com/", "event_id": "a2c14cf4-1170-4acd-8afa-817fac3335fa", "user_data": "douglas79" } } ], "list_info": { "list_id": "b23c9355-42ac-4ee9-913c-f8717a7949d4", "user_data": "108 Burton Neck Apt. 384" } }, { "candidates": [ { "similarity": 0.647975982552601, "face": { "face_id": "65a5f698-695e-4b73-998e-65bf03b7d17f", "external_id": "dmwaMzXiIeYDCMAsokpQ", "attribute_id": "a0a56c87-573d-4421-84fb-9d97a1493b12", "create_time": "2020-03-26T10:31:16", "lists": [ "928671f2-78b2-4ff6-855b-9c3c798936a6", "a0ea4c2b-646a-4a41-b0c5-1c336a2a5134", "2c39e6bd-e81b-4e92-ac90-71decb201c88" ], "avatar": "http://frey-steele.info/", "event_id": "7d5e4a91-b969-43b4-b6ce-f5ff5d41a154", "user_data": "salazarsamantha" } }, { "similarity": 0.542006840305468, "face": { "face_id": "55cf3d5d-7a5f-489a-b926-56680752fb3a", "external_id": "MwJaZXONYAHYqSneHKXV", "attribute_id": "775368a5-e9a3-4e92-aa4f-0f62bca50f1b", "create_time": "2009-05-24T03:20:04", "lists": [ "b4d46317-07cc-472a-a4ea-42724cb7cccf", "4fca2740-cd98-445a-8c71-d6a2776fc891", "f7898b53-3266-4351-b4d2-62a8e279d76c" ], "avatar": "http://mcdonald-mccullough.com/", "event_id": "0dcf71f5-2a37-4cee-9bbc-9006f4193be0", "user_data": "ucarter" } }, { "similarity": 0.156542454599809, "face": { "face_id": "337b53ba-7bd2-4c70-b1bf-f81a85f2fe51", "external_id": "YrIisLumHNyjTezTmmtf", "attribute_id": "2f04ffb8-f734-4696-a62e-9026ba663fbd", "create_time": "1979-10-31T23:52:51", "lists": [ "086da4a2-e07b-4044-94a8-9d2dd08e7422", "839320e0-ee84-4d06-870c-6aa031ea2613", "4dca0c63-29cd-4882-9fbc-ef0cf68c4197" ], "avatar": "https://www.davis.net/", "event_id": "910b10ed-1920-4a6a-8b34-247c4ed84fdc", "user_data": "gclark" } } ], "list_info": { "list_id": "f3e0a163-4ea3-44a4-8f15-db6384ca73ee", "user_data": "4120 Trujillo Walk Suite 326" } }, { "candidates": [ { "similarity": 0.424048480430325, "face": { "face_id": "ec39a01b-1459-4ef8-890a-41a72ccd71a5", "external_id": "cwUdlZfsYZtKIYnNWsWT", "attribute_id": "a1e66493-c6fc-438b-a1e3-8879091812a4", "create_time": "1984-07-20T13:03:38", "lists": [ "c13bb946-8b08-46db-ba34-2f626dc53b6c", "df99cf23-d529-4c8b-957b-a4d9ecf68eef", "841e8b92-2e91-46e2-9b7d-1514a1183af7" ], "avatar": "https://thompson.biz/", "event_id": "fd8baa38-0e48-45ef-9012-07aebb7dba99", "user_data": "uadams" } }, { "similarity": 0.796829566357652, "face": { "face_id": "b01195c7-49d2-417c-8770-ab59c228c941", "external_id": "fCcHmzjhJepaJJqpLBlo", "attribute_id": "4c89d716-f988-4088-bfda-c1e8260e58c2", "create_time": "1980-02-11T17:57:58", "lists": [ "507aefb8-c611-4315-8918-a7f4d3690826", "79a6c859-5c6d-4422-bb18-0e30567f305a", "74c279a2-a6a0-4e12-9664-02ad0673736b" ], "avatar": "https://harris.com/", "event_id": "4f0e821d-8a88-432b-92de-a88e76ca9d7c", "user_data": "tyler47" } }, { "similarity": 0.63158182878977, "face": { "face_id": "786a0da1-3e5f-413b-97a7-087f2238f305", "external_id": "vVBxfPPpcuDFnJWDabvw", "attribute_id": "e8550395-cba2-4c7f-b1f2-cc26dbadd65f", "create_time": "1975-11-07T16:45:45", "lists": [ "f85c0455-798a-4e08-8108-9a06063b6060", "f419d951-cd2a-4ac7-92dc-8f7f95ced131", "f987a768-bdb4-43d0-8f89-0bdd73535ffb" ], "avatar": "http://www.james-reynolds.biz/", "event_id": "ec072d95-71bf-4b89-b9a6-82308945f950", "user_data": "mitchellhannah" } } ], "list_info": { "list_id": "15bd5876-59ef-4392-86f6-f71283a9444e", "user_data": "2869 Henry Plains" } } ], "url": "http://johnson-joseph.com/", "face": { "face_id": "69917aa2-8c33-41e6-98a4-fb8de120c113", "external_id": "PdguuBEtDGNRFMQLGyPv", "attribute_id": "98c76860-d1d7-49a3-9cba-41b180a1acdf", "create_time": "1976-04-18T08:09:56", "lists": [ "35f0bd55-77a6-4803-96f6-0c8bcc58e8a1", "b738f7d3-970b-4ed5-935f-50fefb698bff", "8fc5cb2b-aea1-46db-aef9-0de0d0c8ce10" ], "avatar": "https://hudson.com/", "event_id": "7970b562-12b4-4299-bc59-a448dde4afd1", "user_data": "xgonzalez" }, "detections": [ { "filename": "GLIeNGRIulNxkdubAGpX", "sample": { "url": "https://www.lynch.com/", "sample_id": "60c54fa6-18e8-484b-8acb-259087e70726", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.673373251134588, "dark": 0.420259321336446, "saturation": 0.816857107164046, "blurriness": 0.166778761119589 }, "rect": { "height": 4856, "width": 4076, "x": 6416, "y": 5350 }, "landmarks5": [ [ 5085, 9988 ], [ 1693, 7818 ], [ 8387, 1270 ] ], "landmarks68": [ [ 7204, 9076 ], [ 4425, 1515 ], [ 5481, 2042 ] ] } } }, { "filename": "dFZXDRuNQuivCOacQXAR", "sample": { "url": "https://yates.com/", "sample_id": "749da5cf-bc64-48de-a943-bbb7e05397a4", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.772137040384768, "dark": 0.42133370487722, "saturation": 0.906540544417406, "blurriness": 0.340627149837088 }, "rect": { "height": 5904, "width": 8783, "x": 6061, "y": 2633 }, "landmarks5": [ [ 4248, 5319 ], [ 4345, 7324 ], [ 2817, 9934 ] ], "landmarks68": [ [ 5248, 9412 ], [ 1808, 6194 ], [ 3043, 9562 ] ] } } }, { "filename": "mIyrLSKolGqvillwULcA", "sample": { "url": "https://www.cunningham.com/", "sample_id": "33852258-24bf-4bef-86fb-06c5f58c4f03", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.683124983658172, "dark": 0.292602217856395, "saturation": 0.616854321333936, "blurriness": 0.730887353540538 }, "rect": { "height": 7448, "width": 3398, "x": 5351, "y": 9535 }, "landmarks5": [ [ 2882, 7991 ], [ 3684, 6325 ], [ 7014, 9965 ] ], "landmarks68": [ [ 6400, 1583 ], [ 5565, 2493 ], [ 7282, 3607 ] ] } } } ] }, { "samples": [ "03e5c9d1-6cd3-4535-be8b-f5b74d7a1995", "9b2bd1ea-56aa-4886-aa18-b64a95f17a4c", "c64299d0-d2b8-4d77-9129-de8d61a763f2" ], 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