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": 54, "gender": 1, "ethnicities": { "estimations": { "asian": 0.56683770870899, "indian": 0.692993524839797, "caucasian": 0.721853793191231, "african": 0.979902726413099 }, "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": "https://wright.net/", "attribute_id": "64af927c-ece8-4590-83e5-af43aaf0ac82", "score": 0.168309288085259, "basic_attributes": { "age": 69, "gender": 0, "ethnicities": { "estimations": { "asian": 0.887620900079598, "indian": 0.65107409548412, "caucasian": 0.208677830160637, "african": 0.233204034822645 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "d0e56393-f9a7-4b8b-b9ba-13f20ac78802", "5436557c-b191-49a7-8c67-10255fb21d48", "e5cc09bf-9bde-46c7-a647-0c46f4fcd594" ] }
- 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": "f5c23256-fbaa-4a3a-b149-8be481635c92", "external_id": "BEguNApQdCOCCQxpDTQr", "attribute_id": "0c3599bd-fe17-44d6-a942-51f5aa63eba9", "create_time": "1970-04-10T08:18:05", "lists": [ "74519212-83e5-4937-92fd-6ec64a862eda", "4180c70e-a79b-4cfd-8594-94309bba7b4f", "b9b8659d-55f1-4885-9e42-fb4dfb20f0cd" ], "avatar": "http://wiggins-johnston.biz/", "event_id": "c47c3ef7-3184-4553-a357-4db51dc55cad", "user_data": "michealdavis" }
- 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": "ec84f527-7ed6-4646-b276-ee240b00e3ad", "user_data": "2027 Koch Falls" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.327675278476996, "face": { "face_id": "5775b543-3266-4a30-968d-20370dfeb045", "external_id": "CpUfKaJbvgJeqmsUeMKH", "attribute_id": "e970c9e4-d36c-4fc8-9dff-c911ed9ca117", "create_time": "1992-02-10T03:03:50", "lists": [ "484ad386-2095-4e78-8495-335ced592446", "1f19e628-fdf1-4e2c-8e9c-29b1a1976f8e", "dd14e9db-5214-49df-a270-b429b64113bf" ], "avatar": "https://cameron.com/", "event_id": "90990d65-2358-4ab4-a01e-a842347b3400", "user_data": "hayeschristian" } }
- 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": 0.537299207538943, "face": { "face_id": "e17c7f2b-5b6b-4344-b9ce-42c2bed93ec0", "external_id": "CpfRkJakyNFfZXVPSCeG", "attribute_id": "744caee6-0d19-4a27-b930-08f94e489071", "create_time": "2021-12-12T05:08:53", "lists": [ "10aa0af9-9698-4338-9752-35536f8d234e", "15144a86-30f1-4897-83f1-c32f837517d1", "398e87a6-f7d9-4d22-a2e7-9993744b1c15" ], "avatar": "http://mcgrath-wiley.com/", "event_id": "19b1c5c4-83da-4477-b9a2-28035cf40b27", "user_data": "maryjohnson" } }, { "similarity": 0.95016779221629, "face": { "face_id": "7e8f9ac8-e3ba-4372-b25e-7105e451ad91", "external_id": "hmRbgzlBbImJneuzdRJe", "attribute_id": "3baa8ab1-5b88-4e21-9221-2157c9eb0cf8", "create_time": "2021-08-13T18:46:37", "lists": [ "7ee090e3-95b0-4327-98c5-2ad77e85f512", "e168b622-b190-4804-88ed-dbe6ec481d33", "53eb22cb-4ee0-433e-9a50-3041a8d5a931" ], "avatar": "https://www.beck-hanson.com/", "event_id": "808131d3-94df-4142-9e4a-07446e4a0760", "user_data": "saralowe" } }, { "similarity": 0.24006219309281, "face": { "face_id": "5cacc66f-63d7-40e6-8b7f-c1b82ccdd8d9", "external_id": "VEeJobLGEfMfcRYqClxv", "attribute_id": "48964dc3-1801-4b59-be20-41be4ac9b863", "create_time": "2008-06-20T11:42:35", "lists": [ "89cb481f-4503-4987-a164-1c1b646a8d19", "bb55eec6-626e-4945-a395-022d689b9692", "f389edd7-a6d7-4d35-8ccd-36ceaa7ca6c0" ], "avatar": "https://sanchez.com/", "event_id": "8f89553a-7058-41b3-ab8c-1c926adc5871", "user_data": "christopher05" } } ], "list_info": { "list_id": "9767433b-936b-4fdb-857f-91b45d099e40", "user_data": "4126 Wagner Club Apt. 416" } }
- 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": "b12b6422-be18-4f1e-8827-6bcb30f428eb", "Luna-Request-Id": "AoQiEFrJYVSvhAokaubv", "events": [ { "samples": [ "afd4c1ea-fbe9-48ea-a015-695a7700a346", "430dba67-1c7d-4ba8-aeae-bc672e360263", "2832081d-fdcf-4fcc-bfb7-e94abf0e251d" ], "attributes": { "url": "http://davis.com/", "attribute_id": "cd96e9e3-2ebc-4deb-95b8-29bf31138874", "score": 0.412681958741902, "basic_attributes": { "age": 33, "gender": 1, "ethnicities": { "estimations": { "asian": 0.5027352007889, "indian": 0.18311612363297, "caucasian": 0.313921183857191, "african": 0.112303452175503 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "0507f8ae-7ba9-4895-8fda-cbae33e96429", "f66831f4-5fd5-46f5-afad-01189bb2577f", "5f2866c8-6c82-4f73-ae31-41fcb6a682aa" ] }, "source": "54540 Schmidt Lights Suite 188", "tags": [ "IeUkjJlCbmLFkRDnnPWL", "PGRAHoWamCBWQaQlfdRH", "CuJMvwatTXeBKMtwsylW" ], "event_id": "2a22cfd3-20c4-41da-888b-38a3d66d7a6e", "match": [ { "candidates": [ { "similarity": 0.997677995065796, "face": { "face_id": "88bb4d0a-442b-47c3-8a16-9095da5250c7", "external_id": "PmhtjKMkVntvHszJfssy", "attribute_id": "f7555904-74e8-4ad0-8c34-0203eff0658b", "create_time": "2005-04-03T02:46:46", "lists": [ "54eb5d43-c978-41e0-a196-34029610bfab", "ce602e1b-244d-4476-9488-25f3e4704ce0", "278b0460-7dd5-4941-a4ad-d939c8224c5c" ], "avatar": "https://munoz-jones.org/", "event_id": "e7584776-e875-4ac0-a413-a6304d0b3491", "user_data": "tarajackson" } }, { "similarity": 0.9412149425124, "face": { "face_id": "df15641e-f65d-4969-be91-071b2ed96e5b", "external_id": "FUJXJhjvLamLyFqKovnK", "attribute_id": "3bb15943-c10c-4ad7-bb29-4df8a2a5bafb", "create_time": "1981-06-04T13:57:37", "lists": [ "3946f7d7-e0dc-4ae5-95ce-dbed8b03e8a6", "5c72afd3-38ab-4149-821a-3a7b9deb82fb", "fda308b2-e97f-4fce-b044-6a6687a64e50" ], "avatar": "http://www.hayes.com/", "event_id": "3d46a261-0900-4afa-9d57-7294b12cd861", "user_data": "ashleywatson" } }, { "similarity": 0.365340991330015, "face": { "face_id": "1f0caa6f-e35d-462a-bba2-f98f5c662080", "external_id": "AaXIYjIMZFTffnCKZiax", "attribute_id": "3b151054-ccea-4c25-b31e-9ac47ce46c13", "create_time": "1972-08-23T18:52:13", "lists": [ "31f41179-f626-4e1b-88e5-2d7603d24cce", "a88f9565-cb68-47b7-8f49-fdd4dcd163a2", "be99ab97-77a6-4bcd-9080-5a7820fdecb4" ], "avatar": "http://dixon-schroeder.net/", "event_id": "ac6f7e06-6ac6-46d5-b6fc-29f3a09a4aa7", "user_data": "umartinez" } } ], "list_info": { "list_id": "6cebb686-fd90-4982-b6a4-e1531fbb49c3", "user_data": "08627 Page Station Apt. 863" } }, { "candidates": [ { "similarity": 0.855399565067548, "face": { "face_id": "129f92eb-e210-4bae-9d10-f09accc67fb3", "external_id": "RNfaiaTksFAMfizoItlc", "attribute_id": "282b6141-2810-4201-b5d8-fa173da17ffa", "create_time": "1992-10-30T06:32:18", "lists": [ "e62f9769-5776-4d75-ace2-d08f42d89aec", "6b6bf01d-f003-48b7-8635-37b032846228", "9ba35a64-1c3e-44be-ae17-2680eb2bfc0f" ], "avatar": "https://www.jackson-perez.info/", "event_id": "ed946806-a808-407f-a4be-796bf5fe109f", "user_data": "wramos" } }, { "similarity": 0.973889653559964, "face": { "face_id": "7887ac4f-884b-426d-9ab1-c6f95324f89a", "external_id": "COfrQauReSJORuBBrrxu", "attribute_id": "67d4b581-b82e-4d04-bc32-10bf0cb22ca6", "create_time": "1976-12-09T23:42:16", "lists": [ "d606eeee-8b8d-4b76-bd33-b9b93a94613d", "61cffc95-4753-4c66-8817-aa4ce959a53b", "940b8680-26e3-4170-8cea-88921085618e" ], "avatar": "https://baird.com/", "event_id": "cb452ca2-144e-44df-ace2-84f7785742dd", "user_data": "ryankristie" } }, { "similarity": 0.899852221131415, "face": { "face_id": "a43ae332-787b-496b-9af0-abda234cbe52", "external_id": "wRnPWXHyHjulrnUPoyKq", "attribute_id": "3d902ad4-68b9-4724-9270-560e247c4065", "create_time": "2015-06-08T12:41:24", "lists": [ "917e8b6b-088a-4f83-85f6-1614f20a18e3", "9db72d04-9e01-4fed-8ba9-ffc9eccd28ef", "b0818f25-b8a2-40c9-bafa-06c1c3e8b0ac" ], "avatar": "https://www.bean.org/", "event_id": "bb0b4046-80ed-457b-b716-e50433722d22", "user_data": "curtis99" } } ], "list_info": { "list_id": "6cdb361d-07b3-4e67-96d4-e460808f89ec", "user_data": "4321 Long Valley" } }, { "candidates": [ { "similarity": 0.196191598417847, "face": { "face_id": "5251fa44-f266-4af7-bc0c-90e6131581ac", "external_id": "nJreDrtEMPtgQUaCxfxC", "attribute_id": "8098ebd8-5937-4ead-ad59-29906980fe21", "create_time": "1986-05-19T14:51:07", "lists": [ "b1140516-bd48-420f-8afd-715185edd15b", "89a6c6be-3aef-4b2a-88c1-4b3b558d6ae9", "666bf66f-7746-4f47-b059-517ef45904cb" ], "avatar": "https://www.mcgee-robertson.biz/", "event_id": "fed4f8f9-9359-4d37-b8de-b65bd5e9925f", "user_data": "nicolewarren" } }, { "similarity": 0.305100695750535, "face": { "face_id": "1458ef93-60cb-4748-b5b6-6e302bd80be6", "external_id": "FzAuZMdUBKVlplUBhSys", "attribute_id": "3f6c2874-341e-433d-a0a0-6ea33a493d13", "create_time": "2019-03-21T20:37:43", "lists": [ "b772b992-a96c-43da-8918-997c4389363b", "3bfc5f72-1774-4e87-ba74-774d3ade65f6", "b0f8c23a-0de8-4aaf-a4a4-26df28434651" ], "avatar": "http://carlson-parker.biz/", "event_id": "0b1da0b2-4755-4887-a802-7253fa8d881d", "user_data": "krojas" } }, { "similarity": 0.942636516787463, "face": { "face_id": "6b326ac0-811f-4956-933f-2589d55a8087", "external_id": "oERhgiorxggDKiaskTLL", "attribute_id": "44630250-954c-4f11-bb64-fb0a5811ef11", "create_time": "1980-08-24T12:27:58", "lists": [ "d6fe0470-33d6-4014-a90d-570c80ecbe5d", "5f286eef-06c9-412a-b3ac-ca363e3d1b27", "19eec76c-5ce5-482a-87ec-6d9ec250ed52" ], "avatar": "https://www.mcdaniel.org/", "event_id": "ca8f3c75-4ee0-4e76-8836-6aaa0ea984cf", "user_data": "rrobinson" } } ], "list_info": { "list_id": "09ed4fd8-ba39-4e97-b2a4-fc464d950be4", "user_data": "33755 Allen Points Apt. 307" } } ], "url": "http://perry.org/", "face": { "face_id": "dcdd8900-e548-4603-9197-a81bda93eda1", "external_id": "LqNkCywqklSEtcHjFKdT", "attribute_id": "83dcfee6-ef8e-4b99-9985-7802ee518fea", "create_time": "1983-08-04T12:05:03", "lists": [ "076dff29-35c1-4506-bb60-1a14b4809dcf", "d9c3e332-beba-4ede-9853-94bea9734126", "c7ad233b-f21f-4f3a-977e-06e79821a3ec" ], "avatar": "https://www.stafford.org/", "event_id": "85b46ca0-5224-4642-816d-c101027692c0", "user_data": "timothybarnes" }, "detections": [ { "filename": "OICGhrgGqxTwdpnHhZUt", "sample": { "url": "http://www.ali.biz/", "sample_id": "e9b0bc36-9f46-49ec-86b7-22e6e9bd51de", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.60756218169909, "dark": 0.335303603523246, "saturation": 0.638359385008837, "blurriness": 0.928147436794808 }, "rect": { "height": 8232, "width": 8713, "x": 2877, "y": 4540 }, "landmarks5": [ [ 8266, 687 ], [ 4494, 4360 ], [ 5367, 3239 ] ], "landmarks68": [ [ 1681, 9566 ], [ 3667, 8675 ], [ 9635, 3599 ] ] } } }, { "filename": "sJWhccuKYqZOVypyQOfm", "sample": { "url": "http://www.nixon.com/", "sample_id": "cdd6710a-091d-4f76-9d59-799086f1db28", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.851560663800698, "dark": 0.58197450375771, "saturation": 0.989675624780585, "blurriness": 0.400126243530619 }, "rect": { "height": 9252, "width": 1237, "x": 3377, "y": 2743 }, "landmarks5": [ [ 1596, 1790 ], [ 2235, 6479 ], [ 7254, 4833 ] ], "landmarks68": [ [ 8587, 5146 ], [ 7110, 1952 ], [ 6306, 7806 ] ] } } }, { "filename": "kkWkuKWTwlWuchQKyzXH", "sample": { "url": "http://www.zavala-curry.com/", "sample_id": "65e88eab-dde6-4d02-8779-e038bb3a31fd", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.464893981188183, "dark": 0.104754084510029, "saturation": 0.19624186873424, "blurriness": 0.23371208069758 }, "rect": { "height": 6096, "width": 6848, "x": 8114, "y": 1590 }, "landmarks5": [ [ 3157, 6501 ], [ 7771, 2934 ], [ 8714, 7605 ] ], "landmarks68": [ [ 9946, 6733 ], [ 1945, 3814 ], [ 6065, 8041 ] ] } } } ] }, { "samples": [ "8f4061f0-b2e7-4724-a626-ad7352905125", "00d84b7e-b0de-43c8-b953-623d8a1d40e6", "c7bce159-03ad-4147-819a-5ef3dbcd2b1c" 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