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": 16, "gender": 0, "ethnicities": { "estimations": { "asian": 0.697895383589839, "indian": 0.92366460415937, "caucasian": 0.128237152563138, "african": 0.356699239779101 }, "predominant_ethnicity": "asian" } }
- 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://williams.com/", "attribute_id": "4a689680-7099-44e7-9136-b03c67f2f328", "score": 0.63591306691048, "basic_attributes": { "age": 84, "gender": 0, "ethnicities": { "estimations": { "asian": 0.528915856782068, "indian": 0.89208347054593, "caucasian": 0.124334983046061, "african": 0.399933843528598 }, "predominant_ethnicity": "african" } }, "samples": [ "bd0b3c84-d6e1-49c5-9c20-93933640fbec", "ed5f3189-de3e-4705-a5e0-81a4b0e55370", "2fe05da1-d4e6-443c-ae68-8b20bbb141b1" ] }
- 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": "2afc2107-1010-41df-9fa1-085338838d52", "external_id": "jIMqKkboIMgoLUiroCDl", "attribute_id": "51013e1c-8741-445a-bd23-95752266500d", "create_time": "2025-03-12T05:12:16.012413", "lists": [ "c95fc5e2-73a8-43d8-a784-4b93bc00b30f", "afe4a418-14d7-4160-a879-9e2e1a545747", "fcada630-02d3-4fe6-a640-7ee2e01669a3" ], "avatar": "https://www.olson.com/", "event_id": "8f78fdc6-399f-40e9-a2b9-b17f6bd4a952", "user_data": "zgilmore" }
- 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": "fc1f78ff-16e7-4f03-b76a-b3922ef0ad4a", "user_data": "77845 Christina Roads" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.658327792100296, "face": { "face_id": "9171107b-390c-4ff8-9b05-f7f9cba845da", "external_id": "NXihivLFofhpejLZEhpq", "attribute_id": "acab823d-0637-4864-a434-90b351aa6530", "create_time": "1993-02-26T05:55:04.515786", "lists": [ "bf2191e6-a697-4bbc-9a6e-903e8205efa4", "7d67805a-d9f3-4fde-a963-79d0bc29fdd5", "a1b9f642-e9b2-4f1e-8786-389a5a8019fc" ], "avatar": "http://kennedy.com/", "event_id": "8444e1b9-a1d0-47d3-8bfe-a2b755287c0b", "user_data": "deanamanda" } }
- 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": 0.39555841662414, "face": { "face_id": "dddccb95-21ea-4ada-9e39-08486fb1b83b", "external_id": "HzaODWhfQzCWMtgDgnAC", "attribute_id": "cd0dddd5-5a6c-4b35-836f-0f1d18a50073", "create_time": "2011-01-29T08:47:07.922192", "lists": [ "2fb90a7b-ce61-4018-a0f5-d7b773b9df7c", "a316acb0-e10d-4573-8afd-59c8b2b61742", "aad685ba-a6ea-4294-89f5-f253d89350ba" ], "avatar": "http://oneal.com/", "event_id": "52061457-b7b0-4c83-9b7d-ba611287560b", "user_data": "richard77" } }, { "similarity": 0.894663208224239, "face": { "face_id": "85ebd832-63a6-4e8c-8a71-a77d58e824e1", "external_id": "FiXNtBwilNURWZSXEKKD", "attribute_id": "6e217c7d-0c3f-4f39-a87b-f6437204bc71", "create_time": "2014-08-25T11:16:35.276306", "lists": [ "9a76dc5c-fab0-43eb-b8f9-c013bcc6d892", "de182605-56ea-4a1c-abe9-275ea69b7db1", "07f01294-a21f-46b3-bdd5-2a2e44e51e06" ], "avatar": "https://campos-howard.net/", "event_id": "fbe4dd66-8752-492a-91b6-4190715670f8", "user_data": "janegreen" } }, { "similarity": 0.316159143277657, "face": { "face_id": "e1c3d76f-f59b-44b7-95b2-58fe57473bda", "external_id": "iGOREvwjIMRarGwNDNLT", "attribute_id": "c04595ac-3cc3-472b-bfeb-8b1b64d836d1", "create_time": "2010-07-31T21:51:39.488971", "lists": [ "defc5f6f-a345-4c78-a8ed-00b0d501aac6", "059b3eb7-0362-406a-ab0f-15bec21f237a", "c110a50f-a1ef-4828-b6cf-1f8482634266" ], "avatar": "https://bailey.com/", "event_id": "2df4dc9b-25af-4208-b816-432789c8f055", "user_data": "pinedasarah" } } ], "list_info": { "list_id": "b821c696-8180-4d09-b62a-085ba68d010f", "user_data": "751 Carpenter Branch Apt. 641" } }
- 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": "95b30133-38c4-421b-a049-84bcdb7692fb", "Luna-Request-Id": "ojtunzqroLxqPiatPYnU", "events": [ { "samples": [ "2237cef8-7f53-4580-a322-52c6d874a2a6", "b8d2ce76-9d89-4a83-ab99-034624b0d3ec", "22458e6f-b4bf-4f8a-b26f-b754db59f6bd" ], "attributes": { "url": "http://www.woodard-freeman.info/", "attribute_id": "6ff8bf1a-4fc8-4c47-85e7-0e325438cf40", "score": 0.244977653769591, "basic_attributes": { "age": 18, "gender": 1, "ethnicities": { "estimations": { "asian": 0.299803287043388, "indian": 0.808161200728231, "caucasian": 0.526987710769646, "african": 0.222262099141466 }, "predominant_ethnicity": "asian" } }, "samples": [ "1a37adc0-eb8a-4f2d-8c46-e4405014f802", "669213ba-705e-4933-90bf-64ed1c013038", "7033396e-fba9-44bf-b9db-3d7b87d44886" ] }, "source": "24040 Norman Garden Suite 048", "tags": [ "wggVEfGpbjjyrBXIvWAM", "hWryHmkAyVDrECCEYoqL", "edbfKhbLoIrWBzMpiOIy" ], "event_id": "56fff468-a837-471a-a01e-812d91fe9d21", "match": [ { "candidates": [ { "similarity": 0.680359018401838, "face": { "face_id": "cdec33b7-ae3d-41c2-93b2-c6c5718b3dc4", "external_id": "gLUaJrCZdqgKYEuWmlmB", "attribute_id": "aa81ea01-ebb4-4ee4-9c38-621d34be453d", "create_time": "1984-11-24T11:43:36.340215", "lists": [ "ac7dd920-f24a-4a63-8c5f-5560ebafbe3f", "3caff7ba-35cf-4172-9c0f-72a9b2f485f1", "a791a497-4d25-4f61-813d-fe505aa53227" ], "avatar": "http://martin.org/", "event_id": "499d7618-2260-4003-acf0-d8b51487a607", "user_data": "nmata" } }, { "similarity": 0.570388094304456, "face": { "face_id": "985f8b7f-47a9-401b-8786-3f6773fdae17", "external_id": "iFdhlDzsxiQBErfrzmwN", "attribute_id": "446ff273-e7e1-4b3b-ad89-a7294e81826b", "create_time": "2006-02-25T09:48:53.068353", "lists": [ "0fb0f57c-5c0d-4ac7-9fdb-e5658dd1f538", "167940b1-3bbb-4486-b8db-bd131e290b1e", "97bfc9cb-0620-49ee-bf52-bd012d88565c" ], "avatar": "https://www.wang.org/", "event_id": "40bd6018-4d61-4f89-b941-1d28a862d1c4", "user_data": "benjamin66" } }, { "similarity": 0.934842424648204, "face": { "face_id": "8b11027c-e892-40aa-bc8f-4348cf6dc704", "external_id": "FaeYKLBuMxksiseRsepM", "attribute_id": "1e934ff1-a086-4c04-8260-1658b101f605", "create_time": "2013-07-20T07:47:03.833658", "lists": [ "decbd18b-dac3-4c29-bd10-3bb365f59586", "f97c390f-1313-4fff-92cc-05141c2b1972", "73906220-875a-4ed4-a809-6b9b694532b6" ], "avatar": "https://www.irwin.net/", "event_id": "332013ea-1af2-444e-936d-f0b367c84d22", "user_data": "qlane" } } ], "list_info": { "list_id": "e109f584-52d8-4277-971e-d24e57e39038", "user_data": "38515 Dawson Common Suite 577" } }, { "candidates": [ { "similarity": 0.624071003575758, "face": { "face_id": "c4d4e930-ca31-4c56-b537-0583eb6c1ee6", "external_id": "UhXEYpZLvOhlEISMwtiq", "attribute_id": "74bba5c5-f048-44fd-91da-808cc33fc871", "create_time": "1993-06-30T16:00:01.320487", "lists": [ "f64362da-81a7-444c-ae75-789060be850a", "a5f7a235-46a5-4e2a-95aa-4b12a788fdcb", "b8bbc8e2-6968-459c-9641-0aead3676098" ], "avatar": "http://huang.org/", "event_id": "d19d36ea-9af6-4491-9510-38883b83552e", "user_data": "bridget23" } }, { "similarity": 0.640100214577286, "face": { "face_id": "d5293a49-f8ee-46fc-9e9e-7799d32f54b8", "external_id": "JkeJAlKYuAXDZFEtvhrn", "attribute_id": "d3e56a3c-2b3f-48d5-a988-fb210ec5ca8b", "create_time": "1984-12-12T07:13:39.376829", "lists": [ "b0ef3905-32ca-418d-9966-1528e03bce95", "401f7373-d0a8-45f8-9bdb-eb290b83d1e7", "7236e03b-785d-4e52-a460-de6dea0c8670" ], "avatar": "https://monroe.com/", "event_id": "5c2cb9b8-e31f-4b4a-90c1-a073290203f4", "user_data": "hedwards" } }, { "similarity": 0.823248515397174, "face": { "face_id": "2c0b40b2-02fc-44fe-8547-2d3ce057a0eb", "external_id": "iYkIkqplQotFewdgXKqv", "attribute_id": "7c53d4ef-d358-4af7-bbd7-c46da2c121d5", "create_time": "1977-01-23T21:06:10.107724", "lists": [ "bb4bb2ac-e7c2-4b93-b7ac-db82a5f8985a", "43ef7479-f5ed-4448-9053-657a1fc0e5ae", "40d3fc3d-f3fa-4c2f-8df6-5416dd9760fb" ], "avatar": "http://sanchez-hernandez.org/", "event_id": "bd1481eb-b9c1-4a24-8345-34a6887b22bb", "user_data": "reynoldsdana" } } ], "list_info": { "list_id": "70bc4a75-7780-4f01-be1a-55792b949a73", "user_data": "5106 Allison Plain" } }, { "candidates": [ { "similarity": 0.689322461849586, "face": { "face_id": "4807745a-5314-4a23-8c44-d1110f878104", "external_id": "KONGsjAOnmDCSQXqwfUb", "attribute_id": "7b4c9a9a-8bfa-4074-813b-9b51acdd14a9", "create_time": "2017-03-07T06:15:25.986833", "lists": [ "aff59543-bf35-46ab-8cb7-4dcc808d653f", "6a0e350d-684a-4a63-9d4d-3c68c07826d3", "11433cd9-6f4f-4874-a0be-078b753976ed" ], "avatar": "http://www.martinez-bennett.com/", "event_id": "e51fec91-fec4-434d-9e0f-2c80c70bc10a", "user_data": "raycassandra" } }, { "similarity": 0.427765282170331, "face": { "face_id": "51b6861d-3545-4af3-b33e-104af9a29233", "external_id": "QQIOGjZoowsFUhmZVrfh", "attribute_id": "dc3cace6-94a0-4a04-ac9d-0a23b0f58b12", "create_time": "1983-08-21T02:00:49.786758", "lists": [ "0a5c6040-c820-4487-af5f-00f5dc35cc4c", "0d3e87a3-f3f9-4e1c-8bda-be809b9f7476", "8da15280-acd0-4773-95e8-a01eaf470bd0" ], "avatar": "http://www.anderson.biz/", "event_id": "645c8420-4f72-48e6-a755-ce406d4afaf0", "user_data": "edwin92" } }, { "similarity": 0.494774690209518, "face": { "face_id": "937c269f-f3ed-4c37-912a-47b67f650754", "external_id": "kvqQjMgyUrzlPvMZmxKV", "attribute_id": "1d2e711f-107b-4d04-b5dd-66a6f357df43", "create_time": "1996-12-29T16:25:27.181635", "lists": [ "1c915737-c738-4928-a91d-ec0df9455980", "4349d8eb-0b20-487c-9125-2c4d2a950039", "fa3f8379-a075-42d2-aaa1-034def63b94a" ], "avatar": "http://www.price-cooley.com/", "event_id": "ac1b6088-6424-4812-898b-bcfb801fa62e", "user_data": "phillipjackson" } } ], "list_info": { "list_id": "6496913e-87f4-4c4f-a42b-23fd6af24db6", "user_data": "8875 Lauren Hills Suite 232" } } ], "url": "http://short.net/", "face": { "face_id": "1b3695f9-4ea4-49b8-9526-d913ea1d8754", "external_id": "MomwVzjCwBkaTrbDkbEw", "attribute_id": "0110e0df-48f1-44ef-9785-1e9ba16f1ba6", "create_time": "2007-04-26T01:44:57.944936", "lists": [ "64599574-6eea-4ade-a162-85b073591dae", "9428d228-eecd-4b40-9108-22a610c7e01c", "28229781-c84b-4154-83e0-f95e3dd1bce8" ], "avatar": "https://keith.net/", "event_id": "040582c8-0043-4312-8fcc-a8f6e6b5b8c0", "user_data": "linlisa" }, "detections": [ { "filename": "KyIZfxDWzzgcrIJdvGdW", "sample": { "url": "http://lloyd-williams.com/", "sample_id": "2be3e7db-af9e-440e-9415-2d65d3d4e2c0", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.443376259994832, "dark": 0.158577633089754, "saturation": 0.216792980062395, "blurriness": 0.243484857243869 }, "rect": { "height": 5772, "width": 3375, "x": 4267, "y": 4916 }, "landmarks5": [ [ 1310, 215 ], [ 9795, 7561 ], [ 2179, 2270 ] ], "landmarks68": [ [ 8703, 2769 ], [ 2095, 6254 ], [ 1320, 9317 ] ] } } }, { "filename": "PtIZEUKIugJsUuwJivOY", "sample": { "url": "https://www.perry-lopez.net/", "sample_id": "ba8724d5-7cdb-4718-b5ac-3c79546cba0f", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.370775062740162, "dark": 0.328837013492748, "saturation": 0.824531108906494, "blurriness": 0.817287067105276 }, "rect": { "height": 5594, "width": 6473, "x": 7, "y": 9421 }, "landmarks5": [ [ 4608, 3347 ], [ 5392, 687 ], [ 2583, 8791 ] ], "landmarks68": [ [ 9757, 9509 ], [ 9565, 57 ], [ 4199, 1031 ] ] } } }, { "filename": "KnSDkbugYLTGEpgXSetA", "sample": { "url": "https://www.sullivan.com/", "sample_id": "cba69cc8-8eef-4b08-9076-ac3d91d7d24b", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.634214676181009, "dark": 0.415721898282949, "saturation": 0.20988330826522, "blurriness": 0.371205773163437 }, "rect": { "height": 5607, "width": 4888, "x": 2057, "y": 3399 }, "landmarks5": [ [ 2695, 7163 ], [ 4448, 450 ], [ 7922, 6566 ] ], "landmarks68": [ [ 8535, 675 ], [ 8008, 2217 ], [ 9129, 1158 ] ] } } } ] }, { "samples": [ "212f7afc-1a35-488d-a717-fceee00adf0e", 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