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": 33, "gender": 1, "ethnicities": { "estimations": { "asian": 0.723905053511559, "indian": 0.66582844073867, "caucasian": 0.87579012909734, "african": 0.794426016336733 }, "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.morton.net/", "attribute_id": "c978e6c6-78fb-4b17-9b3b-316bcc448015", "score": 0.646108374725781, "basic_attributes": { "age": 100, "gender": 1, "ethnicities": { "estimations": { "asian": 0.104897218867575, "indian": 0.819190121936033, "caucasian": 0.412107041637942, "african": 0.498262656287447 }, "predominant_ethnicity": "asian" } }, "samples": [ "926ae9d7-32f7-4ef2-878c-9b7bf152657b", "75daf61f-e77f-4404-b0e4-6cea5449d7f4", "2e6c8bfe-f317-45f0-9f5e-e577d4125a3d" ] }
- 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": "b91cbf78-0165-4bd0-baf8-dad860d21d87", "external_id": "ePoUmEAiWGDGwKAnFGyR", "attribute_id": "62a62117-cfc5-4b58-a86d-909284a84a2c", "create_time": "2009-02-15T23:21:42", "lists": [ "9008df53-a703-435f-bacf-cf7faf7098c3", "302cdf69-cbfd-4f66-8ad5-8d411a00bb15", "fb74519e-b3fc-440a-816c-5e9e237a5673" ], "avatar": "https://www.morris.com/", "event_id": "8aab8b39-caab-4ba2-8a12-d0e6d24efb4b", "user_data": "dyerheather" }
- 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": "75c8bbe0-1243-41d0-befa-20f580d462b2", "user_data": "1685 Jennifer Squares" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.249449671683801, "face": { "face_id": "110a8951-f4ee-4f0f-99ab-3641cc0bf384", "external_id": "qRLvzpkBZIFkTXpfliuB", "attribute_id": "a75689d6-c9a0-45e6-9fdb-5b2f4b308040", "create_time": "1993-03-31T19:19:01", "lists": [ "1105b3d9-de10-41b3-805e-674570bbf7cc", "85c9ee3e-1652-4ec5-ac52-af54fe338712", "bf09ead5-09b4-4420-a132-8bd937ef9d81" ], "avatar": "http://www.freeman-jackson.net/", "event_id": "2b1ea3cb-dcfa-4e4b-b76a-db7ea306b329", "user_data": "amyellison" } }
- 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": 0.862123497476648, "face": { "face_id": "4b3a2269-fea1-40b9-9dbd-fc84301784ee", "external_id": "UGUnhkuLMpubfMEEkHHG", "attribute_id": "bf664fd6-bec7-4687-80ad-4ac646ce8821", "create_time": "1971-03-20T15:49:11", "lists": [ "6156e683-0d7d-4f02-a32f-12dee82690b3", "2e966536-20fc-4412-bd69-9fad19235b1e", "04d5ec03-ef44-4e09-98ac-f92cedaa56c8" ], "avatar": "https://www.mercer.com/", "event_id": "a128987b-736a-4eb6-9b80-379ab8a1a1cb", "user_data": "jeremymorris" } }, { "similarity": 0.631093245081401, "face": { "face_id": "abf50bec-e98b-47a1-aa78-99313e805c75", "external_id": "PnruDtHXINMmsTOpXULI", "attribute_id": "29447af9-e040-48c4-b5d6-cf5e11549062", "create_time": "2005-06-24T11:29:40", "lists": [ "fad02bce-0584-47ab-b58b-362644ac7a01", "b8ebc65c-34f1-49af-aa46-9771d69f77c5", "c8eaf67c-8466-45e5-abe4-039faa305927" ], "avatar": "https://evans-white.com/", "event_id": "44c4d283-b49c-4755-a1bf-a957faaa1c23", "user_data": "ebailey" } }, { "similarity": 0.814754869324502, "face": { "face_id": "a8fd9f51-43af-4b6b-b0ad-c36aa342e77e", "external_id": "tGhvPitPOzfrdBsDxWTE", "attribute_id": "a80dadad-03e8-4573-add4-a7f639202991", "create_time": "2022-03-15T05:39:44", "lists": [ "169ca094-714a-43bc-a349-23443ed4cc52", "026d5307-1604-4238-971d-a1c8cdc3de55", "116b4d1e-4bcd-48d1-b0e7-fdb2f854bdd7" ], "avatar": "http://cook.com/", "event_id": "bc80e5be-01c4-4539-bafc-95a972ee01a1", "user_data": "doyletimothy" } } ], "list_info": { "list_id": "e5737956-442f-4fb5-9a2d-7bad9c646baf", "user_data": "541 Samantha Parkways Apt. 554" } }
- 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": "7544ca39-7968-4c15-bcf9-c3e88c9bd965", "Luna-Request-Id": "pQRZYRZsMwoCmQzTfjEJ", "events": [ { "samples": [ "18d3fea6-9410-4fef-ba28-010a7eae8096", "294e38bb-9543-4ec9-801d-a78027aa238a", "9f74a745-cf9a-4a94-b6a6-a4e969c343e9" ], "attributes": { "url": "http://mendoza-mitchell.biz/", "attribute_id": "e7c96604-a0c4-4011-820d-ba40900ac2ea", "score": 0.3421433538699, "basic_attributes": { "age": 30, "gender": 0, "ethnicities": { "estimations": { "asian": 0.994914991133501, "indian": 0.21914036503508, "caucasian": 0.22713942250837, "african": 0.363793721860083 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "866e4c9f-0693-4c89-bbf4-de984d249eb1", "6dfa5262-8047-47f5-ad5b-839e82ec552d", "4d032799-1122-402c-8edd-184fba296625" ] }, "source": "309 Maria Crest", "tags": [ "hqhwjBZfbDwMRcDYKlcf", "PMtdXaQgGfHeXPUgdsAG", "zDlwRLyUXcamcudgOHvN" ], "event_id": "c119fa7a-6a3b-4003-9db6-b1174f061bc5", "match": [ { "candidates": [ { "similarity": 0.577645440473811, "face": { "face_id": "76d7aa38-b769-4e84-a5c4-878c7e13b2e1", "external_id": "jFUMBBNRsHBNjOeDmTuY", "attribute_id": "da815232-5d8a-4490-a0f6-7353c12a99d4", "create_time": "1973-10-21T12:53:05", "lists": [ "a3755e78-6f15-4f3d-bfe3-31cc09432595", "7e92ea7e-6cd2-4e1b-a111-ca4c77771320", "e6f13028-26a7-4aba-b152-cf9e67499290" ], "avatar": "http://www.lopez.info/", "event_id": "5cdeaaa3-9835-4049-8062-dc8ec3465405", "user_data": "zmarquez" } }, { "similarity": 0.951105299907088, "face": { "face_id": "9afd6d8c-ebf2-40b2-92d5-70a293d8ee0d", "external_id": "ElyPyfljypzOjPMNyivR", "attribute_id": "7181e8f3-051d-42b8-aecd-08611f0795ab", "create_time": "1973-07-17T08:17:02", "lists": [ "f704b6e0-5a1b-4709-b21a-75d2fdb0c476", "f09c8f5e-5d86-4e30-b1e0-e67926ae45b6", "fb5d7a05-c377-42a8-8a78-cd487f3894e3" ], "avatar": "http://www.barnes.biz/", "event_id": "9cfeb067-75f3-467d-9b96-8e693459581d", "user_data": "cassidy36" } }, { "similarity": 0.254823056353623, "face": { "face_id": "d480e818-6292-415c-878e-cc66df864bda", "external_id": "olBmnsRpEMyXORxsyyUg", "attribute_id": "e6d2e203-d58c-450c-86e2-9010ed1afab2", "create_time": "2007-07-24T23:55:44", "lists": [ "e84b2a1f-713e-48dc-8e4c-2a4673a49b3e", "43bfec76-fec2-4b15-8268-1c0a20330983", "868f1893-de1b-4bd2-9076-424aa90f688c" ], "avatar": "http://washington.net/", "event_id": "6c5470d0-c934-4d61-aa68-b6ac997bf1dc", "user_data": "laurenwilliams" } } ], "list_info": { "list_id": "264049b7-b41b-457f-8477-378287763f03", "user_data": "805 Daniel Island" } }, { "candidates": [ { "similarity": 0.564273129371672, "face": { "face_id": "77f1b627-c5f0-412f-b527-8aabd44bb3dc", "external_id": "qlXspHdAWGfNkXGzMjnH", "attribute_id": "f22d8e68-048c-4058-bd80-d6464c68e6ca", "create_time": "1973-11-20T14:05:09", "lists": [ "12143280-97e8-4918-9ef1-8a76e8345a39", "3aa38750-5048-49c4-8635-2b23b95e90d0", "4e695d65-846a-4430-8170-fb823f430f6c" ], "avatar": "http://jordan-woods.com/", "event_id": "970ddcce-3cdd-4707-bbcc-bc16da29674c", "user_data": "armstrongjennifer" } }, { "similarity": 0.660353763713578, "face": { "face_id": "caf8f84a-71bf-4b54-a269-f025c2ea31dd", "external_id": "HCJTqEinIauqXnFwfJWD", "attribute_id": "2de5d621-cfdf-4ac8-b8d4-d302066dc5e7", "create_time": "2010-07-25T05:37:48", "lists": [ "728e2b2f-becf-4b49-98e3-76c6963ad740", "5b2d9aea-a29d-4f38-8332-fa97b23936ba", "50069d86-1e07-443a-a89a-160595a7d3a5" ], "avatar": "https://hawkins.biz/", "event_id": "e14a7f17-e9d0-411e-81ac-17151f8ea78b", "user_data": "brian96" } }, { "similarity": 0.974708803672473, "face": { "face_id": "b412d662-1813-4300-88b4-230cd1cc9269", "external_id": "XwTHJybZBmjYvBwkkOXt", "attribute_id": "1b78562e-441b-429c-a296-7912b1afc35e", "create_time": "1991-11-29T10:08:38", "lists": [ "cac37a77-e15d-4a1d-afcd-b560c9ac30d2", "ccb3805e-2f0f-49fc-8aeb-ef61d6415a2f", "c54336c9-a385-43fa-a4f2-bc314f4e14d8" ], "avatar": "https://www.pierce-white.com/", "event_id": "8c1d9151-4d26-46f0-8456-21626e0c4a27", "user_data": "raymond03" } } ], "list_info": { "list_id": "046ad8d1-b3c9-4437-976c-706f93d80d00", "user_data": "88605 Caleb Islands Suite 953" } }, { "candidates": [ { "similarity": 0.211698712640262, "face": { "face_id": "814b0e46-92aa-40b9-8f1b-fff7429a56d1", "external_id": "MeTurevPYRqQBZFWDpcS", "attribute_id": "bcd7921f-1385-4322-9bb6-8d4fce2d6468", "create_time": "2012-11-16T13:01:21", "lists": [ "14f081a4-48a5-4381-a452-b2531d993ccd", "17eed85b-1993-49d4-bb0c-103b0c46498e", "15c396b3-fdee-44ef-bfed-fd70def10c9b" ], "avatar": "http://hill.biz/", "event_id": "c2429f11-6c5a-4f0c-a231-11d4c5506598", "user_data": "dpatton" } }, { "similarity": 0.940051014627143, "face": { "face_id": "dc665f25-732b-4b0c-91af-c06ddf90f9eb", "external_id": "gLFhZzolveVECQNWfZAm", "attribute_id": "43826af4-660b-4d28-8bda-3c7ccde4413d", "create_time": "2014-07-29T20:14:42", "lists": [ "1b0f81e6-139e-4978-b294-f45b2e1b01d4", "0c1cb812-9c26-43ec-85a7-93790c35575d", "3bb734f0-7975-4c37-a21a-107a1c30a78d" ], "avatar": "https://www.moss-gonzalez.com/", "event_id": "27513eb0-ea22-4e60-992d-48e6d5557588", "user_data": "cynthiaclark" } }, { "similarity": 0.572934027107812, "face": { "face_id": "b2b91de6-39ff-4c6b-8472-6ed2b0c0c293", "external_id": "icGSJfSxHmjwRjubsRgY", "attribute_id": "ba206cb9-686b-4251-8c1c-1f54d6645956", "create_time": "1986-05-30T19:50:00", "lists": [ "8d0eead6-3332-4cb7-8334-fa36147c2ab0", "29318fb5-9dfa-4456-b1c9-1b0f280b4e02", "f723abbc-6c37-4ca6-b14d-ebfdce5582b2" ], "avatar": "https://www.harris-gilbert.com/", "event_id": "de695ac8-ff19-4576-9b7e-803c2f90db17", "user_data": "morganhannah" } } ], "list_info": { "list_id": "ebd274ac-9421-4dd5-978a-4f61be95bb89", "user_data": "6545 Chavez Rest" } } ], "url": "http://mcconnell-wilson.com/", "face": { "face_id": "454f0266-d667-472a-935f-d196a4e4a265", "external_id": "QxZdCfYrLiparRDhgBJm", "attribute_id": "b2879258-3a32-45e8-8c67-568da1a7e25b", "create_time": "1972-02-10T09:11:51", "lists": [ "ec219479-b4ca-4ef5-bef3-ef75c46a0b84", "b0f815ca-4b19-4bb0-99f4-f3d8fb632f0b", "53dba0e9-4d50-43bb-8b5a-9b01a6e497c7" ], "avatar": "https://brown-gibson.info/", "event_id": "947d6345-b36d-4ff6-8373-07572b4c5b9e", "user_data": "brandon09" }, "detections": [ { "filename": "nZofsJmCrXpSRKRcdbpU", "sample": { "url": "http://www.smith.com/", "sample_id": "d0165f3c-b18d-49d4-abb1-c1e5047b76f7", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.161750105035949, "dark": 0.510141831230871, "saturation": 0.39147370880912, "blurriness": 0.305146491875545 }, "rect": { "height": 2455, "width": 3240, "x": 7568, "y": 5343 }, "landmarks5": [ [ 8745, 592 ], [ 7863, 7803 ], [ 5212, 2968 ] ], "landmarks68": [ [ 3044, 8492 ], [ 4501, 3324 ], [ 9930, 5616 ] ] } } }, { "filename": "VPMONhxuDhIcEGEBjMHt", "sample": { "url": "https://www.griffin.biz/", "sample_id": "8eb5c516-ac27-4357-be72-cc1ee9d9aa92", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.883351348429571, "dark": 0.849246515473622, "saturation": 0.389236652752526, "blurriness": 0.153934809047578 }, "rect": { "height": 5121, "width": 6751, "x": 4939, "y": 8148 }, "landmarks5": [ [ 3044, 3733 ], [ 2942, 1446 ], [ 187, 4862 ] ], "landmarks68": [ [ 4415, 4546 ], [ 2180, 3950 ], [ 3400, 5804 ] ] } } }, { "filename": "mfvoVFfEKrxiYOTiIVmi", "sample": { "url": "https://www.perry.com/", "sample_id": "a24ff7cf-a81b-4b75-98c4-0e09772d6c6a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.547273603591286, "dark": 0.285634165271621, "saturation": 0.766880040197855, "blurriness": 0.424069659928624 }, "rect": { "height": 8676, "width": 3324, "x": 9456, "y": 2998 }, "landmarks5": [ [ 7430, 798 ], [ 6511, 5662 ], [ 9499, 734 ] ], "landmarks68": [ [ 4682, 4730 ], [ 3824, 5733 ], [ 8965, 5253 ] ] } } } ] }, { "samples": [ "7e252710-ec52-4e75-baf5-25d7ffd67ffb", "5bf17a28-ab27-4f98-a9d7-d2f296946a38", 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