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": 32, "gender": 0, "ethnicities": { "estimations": { "asian": 0.681927386650481, "indian": 0.369309139235505, "caucasian": 0.782671292925857, "african": 0.552837154494881 }, "predominant_ethnicity": "african" } }
- 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.martin.info/", "attribute_id": "870f3aed-9e5b-4fb1-bfa3-76b2d54a13ae", "score": 0.695205000839719, "basic_attributes": { "age": 89, "gender": 0, "ethnicities": { "estimations": { "asian": 0.391024852547811, "indian": 0.681823986036581, "caucasian": 0.377892405141434, "african": 0.854669528983115 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "003144d1-66ae-4397-9006-13f88ed76a96", "6e8a489c-8081-4edd-b54d-d1e84a0de802", "6e787581-7e93-4b49-a175-067cb535ae95" ] }
- 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": "7a577852-200c-4d14-9193-0b0a8fa4ae51", "external_id": "znTYjhvxrYtyNSbyRRmP", "attribute_id": "b95d660d-3592-4ab7-88e0-8852e53d47f5", "create_time": "2017-07-12T17:35:32", "lists": [ "66d0ba29-6abb-4072-8d92-2bc15d8e6b55", "f1f7b87b-708d-4908-91ac-1aa12d08bbe4", "ac086ae6-3b43-418f-b3bc-f7d84448382d" ], "avatar": "http://www.gibson-espinoza.com/", "event_id": "31804183-2150-4481-bd20-33d7caf56a93", "user_data": "diazvalerie" }
- 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": "d01f8985-3729-44be-a757-0bbfaa904922", "user_data": "8670 Smith Fork" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.497269768178401, "face": { "face_id": "674c3281-7707-4fcd-93d8-538a29f6ca03", "external_id": "AENWYZcazFpcisGwgZAM", "attribute_id": "d6a42dff-7910-4177-843f-c5a62f40b233", "create_time": "1982-08-08T21:03:49", "lists": [ "290fcf8b-dc27-4e88-a882-fb9c149b87f1", "5389c6c1-26fe-49b6-9bf9-efaff873cd97", "fae8e251-617a-4a80-b44a-c13066f54e33" ], "avatar": "http://www.rodriguez-evans.com/", "event_id": "b1226fbc-c1aa-45af-bab9-dfaeb848c88c", "user_data": "christinamiller" } }
- 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": 0.651601517072767, "face": { "face_id": "cb3023c4-b01a-466f-9bff-f0ca77a43282", "external_id": "dWZmGWUTQSDfzhyTxsMP", "attribute_id": "4f795ef5-64c0-498d-90cd-3703dceec2ef", "create_time": "2005-01-25T18:47:20", "lists": [ "1bda362b-e931-4ddb-bded-45eee2dc822f", "4efdaaed-9691-4c67-b00a-355d8913a496", "11a9fed3-489d-44d8-b84f-59e9651c6446" ], "avatar": "http://www.jones.com/", "event_id": "9459d6ac-e3c5-4947-b095-47f4dd6ed0df", "user_data": "kelly89" } }, { "similarity": 0.719770786414831, "face": { "face_id": "080fc6c0-0efc-4004-9f88-75fa73529ee8", "external_id": "bhNkpQQFuQFmeNfIkfHs", "attribute_id": "d946aadc-e3ba-4e6c-9900-ee5f3032a82c", "create_time": "1973-02-13T07:19:08", "lists": [ "2150ea72-b25c-4989-bba3-c4eba7d84b0f", "02aeac72-eb95-48d5-929b-276824b166b4", "e0dcc894-1de3-430f-a82d-d8ea08376d5e" ], "avatar": "http://scott.biz/", "event_id": "08eac13e-18f0-4d1b-a076-9c67d92aa84e", "user_data": "stevensmichael" } }, { "similarity": 0.135571105441027, "face": { "face_id": "1bf6d553-f2b3-4fc9-89bb-6bc0315e15de", "external_id": "kAsyfivZFjASAIqKKYdZ", "attribute_id": "ddb701be-b86c-4cd3-b4ea-9f7605e47444", "create_time": "1984-09-19T16:16:29", "lists": [ "80c070d7-2dda-4f80-956e-b1c301f110c7", "432ab6f7-30b0-4fd5-8420-9135217eb55c", "3a6115d2-c4cd-4c02-a48a-1f904ee45419" ], "avatar": "https://ross.com/", "event_id": "813197be-788d-4574-8faa-b16ca35ce45b", "user_data": "nray" } } ], "list_info": { "list_id": "f14c65ed-89b2-4fbb-9cb9-4dfa22d381d1", "user_data": "1831 Alexis Lodge" } }
- 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": "1bb37ac2-e9c8-44dc-8010-3b6001eb2e8b", "Luna-Request-Id": "lWnYuKpNTVbCSjJDhnZu", "events": [ { "samples": [ "869b271d-fa31-4e87-a92f-0322f64bd423", "96723e13-5478-4582-ad97-8dbd3f1bff3b", "64fe1fab-0405-4c43-b41a-ada030ae589b" ], "attributes": { "url": "http://mercer-strickland.com/", "attribute_id": "07411d6c-7420-4c9c-b2ad-bee28427c22b", "score": 0.727040829147077, "basic_attributes": { "age": 75, "gender": 0, "ethnicities": { "estimations": { "asian": 0.240651405553898, "indian": 0.550215200924604, "caucasian": 0.284813415979082, "african": 0.980115363147147 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "71b9a411-c7f2-4ba9-ba6a-0aa0a06b2558", "131438fd-cf93-4588-84f0-6cd8b381fad6", "3687727c-f803-4acf-9f83-0ad5490f1a0e" ] }, "source": "387 Warner Greens", "tags": [ "bveBojOUXHbewNZDGdcG", "FdNkLoBAWsLrNuLtOfXd", "kMQoUQbyinWQgLBiJNPL" ], "event_id": "21b10429-1ecf-4b4f-861b-a8e10557ce69", "match": [ { "candidates": [ { "similarity": 0.823914444530915, "face": { "face_id": "a8622e86-515f-41de-913f-3f5afce0e754", "external_id": "qVkpNsUcdDmdEnXRNvNX", "attribute_id": "a3cb2398-08fd-4aca-ba05-51c136be2639", "create_time": "1983-07-01T13:57:37", "lists": [ "bf545a66-dac3-46ee-b9e6-b4b4bc2a4757", "d89bc9d4-d1ac-4583-ac14-955e74db16ce", "723fd4d3-e312-4a0c-a4f2-a8e378f483f9" ], "avatar": "https://www.summers.com/", "event_id": "4916f1bd-e1e9-4831-8ff9-20b1a8385868", "user_data": "johnsonjamie" } }, { "similarity": 0.580533086296533, "face": { "face_id": "6c01cdf1-5a3c-4627-a730-cc4736a840d6", "external_id": "olMIwJEloibwBuQxpGDg", "attribute_id": "ea54464a-9f94-4438-bcd0-db50a55ccb1c", "create_time": "1980-12-15T00:44:19", "lists": [ "638b5702-1e9c-4b6f-9e22-74091a28a7bb", "02bad660-91e6-4ee1-b8a2-33b3d1d5494b", "04084ff4-7ba7-45fb-8389-7ad9d50a0708" ], "avatar": "http://www.jackson.org/", "event_id": "aa7e3f92-9c01-494e-a6bd-3d741468c6a5", "user_data": "destinydeleon" } }, { "similarity": 0.753594914162931, "face": { "face_id": "455c9253-ccbf-4eb6-964c-5533bdff0e46", "external_id": "ialrkyVhlNgSLdMhfYEU", "attribute_id": "81e6cb2a-7001-478e-8f62-151b503bbbc9", "create_time": "2022-07-03T09:01:35", "lists": [ "589791be-27fc-4cfd-a1e3-13f2808a7cdb", "541bd151-290b-472e-80fc-44853ac07e6f", "49fb4d79-dc70-4524-9e38-a4e80732b60e" ], "avatar": "https://logan.org/", "event_id": "5d17e800-1df7-43f0-8ec1-eef899484c30", "user_data": "jasonwilliams" } } ], "list_info": { "list_id": "59206562-3296-4bee-b217-b14383be89bc", "user_data": "9493 Collins Stream" } }, { "candidates": [ { "similarity": 0.221462938671716, "face": { "face_id": "2df24c8b-621d-47ad-a49f-6b6f7cfb71e1", "external_id": "pdjlJGQzgNrnbGLoRQJq", "attribute_id": "91dfc655-ebe4-496e-8e90-a46789940a57", "create_time": "2002-03-29T05:43:17", "lists": [ "41758665-4b39-43a0-81f7-7172adb10d67", "a66bd1a6-be5a-4dcb-bcbd-8a8c9ca7d874", "4651afa9-e06c-4b6f-9ea9-0aa1de38f133" ], "avatar": "https://www.harris-martinez.com/", "event_id": "5c4b8c79-0df0-466c-a1a8-80d4240e2de3", "user_data": "deborah45" } }, { "similarity": 0.760439788632995, "face": { "face_id": "7c665b33-a254-4ec9-871b-516a169dbf55", "external_id": "neweDrsCHTcnVIiwOflT", "attribute_id": "4856f148-07f2-4b6d-b562-a91c0b919c00", "create_time": "2001-10-09T17:14:15", "lists": [ "003f611a-bab4-49b0-81bb-0b69c1f22eb2", "e39a1f33-70d0-4958-80f4-e393cddba2fe", "be5871d5-0efa-4ef2-9f34-5a035db4c636" ], "avatar": "http://porter.com/", "event_id": "d117dfd5-42a8-49c0-83e0-4d1ae0a4474a", "user_data": "jonesjacob" } }, { "similarity": 0.156538731654494, "face": { "face_id": "38d93f78-5890-4067-a4a0-13b27f8649c6", "external_id": "bEWKZTxtsTAdryCrpNck", "attribute_id": "e0775e0f-f543-4e7e-9943-b9bc880370ca", "create_time": "1999-11-02T17:55:32", "lists": [ "a1e9b16c-dd1f-4162-a322-ecf756e19c33", "bfc320f4-673f-4ccd-ac14-47952c6acd2b", "243fdd53-0f4b-4cd5-bb35-f985405ca0d7" ], "avatar": "https://www.arnold-barnett.org/", "event_id": "2fbaa58b-6484-4e42-befc-2cf39c5aa12b", "user_data": "torresjennifer" } } ], "list_info": { "list_id": "6eb2c9b3-ca3b-401a-a9c8-f39d6afb3916", "user_data": "23136 Chad Wells" } }, { "candidates": [ { "similarity": 0.381229124454693, "face": { "face_id": "18d66fb4-15e3-4f7e-933a-ab02e9cada31", "external_id": "tiZfZNiPNAOnRgUsPlqO", "attribute_id": "f368f7d6-b90b-4331-8f55-8ce7cff9f98e", "create_time": "2013-06-05T08:59:56", "lists": [ "0631cfae-44e3-4802-8889-2be48ef4464d", "66b7cd6c-1e3d-490e-9831-20b6e009289c", "6be591c0-52fe-4f3d-bcce-1b541bdf1495" ], "avatar": "https://cox.org/", "event_id": "7e27f8a6-3d6f-4391-8d61-eb5c1adceb5c", "user_data": "goldenbradley" } }, { "similarity": 0.57005051097867, "face": { "face_id": "f6e3c5e5-65b4-446b-b933-0bd16ced23ba", "external_id": "pKSEcbntfgSazPGuPprW", "attribute_id": "5cdd22c8-a944-4108-8ebb-3a1eeb37d641", "create_time": "2006-06-18T19:20:22", "lists": [ "df2ca12e-230f-4eea-ba7a-e8476637efa4", "e823aaca-6867-4f37-bd5b-99df0040923c", "8397074c-08b4-4209-a9b2-fe6ffaa99f36" ], "avatar": "https://www.hutchinson.com/", "event_id": "3789df00-412d-4d97-858e-fb4a35937b92", "user_data": "owatson" } }, { "similarity": 0.776574861252319, "face": { "face_id": "7fb5464a-b5d5-41d2-b664-5325adb9e7ec", "external_id": "aAeoMqqwXIGLeuZhTagT", "attribute_id": "3d94e0bc-917c-408e-a69a-ec521420c061", "create_time": "1992-02-05T03:53:25", "lists": [ "980bd6d3-af8f-4443-bb76-9fb8f29cc8ad", "4deea039-5838-4d19-984e-9b7706880420", "ce230f36-95d0-4abc-b5f5-f5775cb8c832" ], "avatar": "http://johnson.com/", "event_id": "e39b44ca-ed0c-4ce6-a0c3-9e4fb436aaf6", "user_data": "lanetom" } } ], "list_info": { "list_id": "794ab56c-0fb9-4ee0-a7a0-21c4f369d8de", "user_data": "11788 Mahoney Glens Suite 081" } } ], "url": "http://castro.com/", "face": { "face_id": "c6b52f73-5958-4614-b78a-23fe82af4805", "external_id": "VJrYmXebWhwkokpYxcER", "attribute_id": "eebaa3dc-6282-4a2e-a916-692bd33cc3b0", "create_time": "1993-12-16T10:45:34", "lists": [ "71dc4375-e3da-4451-98c4-03a69d1ae71c", "7799b5ed-0095-4af0-b863-6a8d83b8e36b", "b60afc6e-7d48-4a45-ac5c-22e62123d92d" ], "avatar": "https://rodriguez.org/", "event_id": "9bc1dbed-ebc5-4cb4-a9af-21b09a352d6e", "user_data": "haneycurtis" }, "detections": [ { "filename": "TRFPDPmPZyqbRSUwWoHH", "sample": { "url": "https://www.warner.biz/", "sample_id": "c13618e8-1bcf-4942-9c42-f5421afae876", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.232077072243827, "dark": 0.534609543965383, "saturation": 0.670876948927258, "blurriness": 0.88206105168838 }, "rect": { "height": 3598, "width": 7630, "x": 6393, "y": 3694 }, "landmarks5": [ [ 6196, 508 ], [ 1465, 3871 ], [ 2184, 9311 ] ], "landmarks68": [ [ 5084, 106 ], [ 3905, 838 ], [ 2749, 1844 ] ] } } }, { "filename": "MEBrZmUXyOeMthPWhEmb", "sample": { "url": "http://jenkins.com/", "sample_id": "137d9d6d-729a-4f85-8b1c-6fb8252030b3", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.833063938405596, "dark": 0.91463913378454, "saturation": 0.260489606782336, "blurriness": 0.773279903924191 }, "rect": { "height": 3961, "width": 8582, "x": 8892, "y": 6495 }, "landmarks5": [ [ 2300, 18 ], [ 6227, 1765 ], [ 3723, 2751 ] ], "landmarks68": [ [ 5547, 6690 ], [ 7807, 6433 ], [ 656, 4724 ] ] } } }, { "filename": "mioEjUDOQMQizmoQWHMR", "sample": { "url": "https://www.brown.org/", "sample_id": "baa1281d-6a80-4b6f-be1f-901c5efdaa20", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.444384020352893, "dark": 0.636413254445895, "saturation": 0.35647215431152, "blurriness": 0.28163541512795 }, "rect": { "height": 9657, "width": 6776, "x": 4940, "y": 6300 }, "landmarks5": [ [ 2165, 4016 ], [ 372, 7199 ], [ 3946, 780 ] ], "landmarks68": [ [ 9398, 3395 ], [ 9770, 4810 ], [ 4105, 7725 ] ] } } } ] }, { "samples": [ "4644d4b5-4d17-4ea4-b442-9252796d6600", "4935dc8f-398e-43ec-afb9-d725c7cb29a5", "2eee5840-45e1-4dca-9bff-14560c4e1af9" ], "attributes": { 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