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": 0.944780465160574, "indian": 0.680892424874461, "caucasian": 0.803921048745604, "african": 0.185753337677939 }, "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.parker-marshall.com/", "attribute_id": "621d4d71-9386-4331-afd2-7e54911a8b55", "score": 0.412415211356712, "basic_attributes": { "age": 91, "gender": 1, "ethnicities": { "estimations": { "asian": 0.439391161965288, "indian": 0.39043109268474, "caucasian": 0.81243917802431, "african": 0.697884316204961 }, "predominant_ethnicity": "asian" } }, "samples": [ "058aedf7-10e6-424c-8793-6d1dc588163b", "385fef23-2fde-40d7-91f5-1bb84a5b6f6d", "67bb6a55-5870-4a20-8c0d-eacc1c7c97db" ] }
- 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": "79def290-171e-4098-8d1f-1e5ecf506c4e", "external_id": "MOnLvKzbAeFXqGWpuPft", "attribute_id": "e1b4bdb5-c27d-4d13-a417-623a7693a775", "create_time": "2002-11-02T23:40:57.453295", "lists": [ "3c2f1f6d-4d96-4aec-946b-00db8189d97c", "d9e4c0ee-9c4d-4b2f-b599-1883676f38f2", "9dae2431-acec-4135-898e-6b0724d835c6" ], "avatar": "http://www.hoffman-hood.com/", "event_id": "e2d3dd99-d9d3-4de0-a715-444f8b980294", "user_data": "egomez" }
- 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": "3e19fb0a-9b90-4985-aee7-4f721a39831c", "user_data": "48197 Rita Crossroad Apt. 471" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.810195290923191, "face": { "face_id": "196ec41b-fc70-4fc5-9832-f370042adc82", "external_id": "YlzzDjBtBLpePGkiqPSj", "attribute_id": "6b168ae4-ff0b-44c2-aba7-04e1245dc24f", "create_time": "1986-12-06T16:14:36.662510", "lists": [ "9964f594-5eac-4978-9dfe-8d94045c9605", "25765b12-6757-4246-9f8e-7a1a38b2adcc", "1e3cb8a2-abd3-4530-a0bc-af782fbfc2a1" ], "avatar": "http://www.williams-trujillo.com/", "event_id": "070fe723-a037-46f4-b3bb-8f8f39356050", "user_data": "jameskennedy" } }
- 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": 0.408159217036497, "face": { "face_id": "f93f4192-e76a-4d85-9028-c30c015f924d", "external_id": "aAIXwjwiiMiXLIiNwZJg", "attribute_id": "bb708305-20e5-4401-9a69-21d5593902af", "create_time": "1994-08-16T07:59:17.648372", "lists": [ "f11a3b93-1899-40c0-80ff-2a6df80be395", "3369430c-a7ea-4d53-89f3-087cd3efed2f", "307f5445-645c-4050-a826-e270e555b847" ], "avatar": "https://clark.com/", "event_id": "1c2b3f93-0740-4213-8966-9e7812832fac", "user_data": "alexis04" } }, { "similarity": 0.9613270175719, "face": { "face_id": "28293363-f1b6-4b54-b00e-70b9f628c626", "external_id": "OxfkMNeljGkUIYxVAbCL", "attribute_id": "8607add4-28be-4468-a97c-ed7be10ac503", "create_time": "1993-03-02T10:00:46.685432", "lists": [ "ce69b7ec-dec8-4601-b524-2ecf46e24671", "6bfd9ba8-9af9-4c6f-9e22-912116185328", "7e2194ee-82c9-45b3-8571-d27eccdd39f8" ], "avatar": "https://brown-morris.com/", "event_id": "e3922759-9dcd-45e9-8dfe-c067e0106e72", "user_data": "shawn28" } }, { "similarity": 0.669048542366588, "face": { "face_id": "887aa0f3-df46-48c2-b31f-80c99d937609", "external_id": "HKqbVuntZDNWyhlLwOyG", "attribute_id": "7f12768e-1562-4b96-a5ee-b70840a22b70", "create_time": "2022-01-17T06:50:42.256724", "lists": [ "a7f810b5-15d7-4800-9771-cd95e5fc09fc", "1f2f8f8e-616f-4418-8692-d2d0f6fe46cc", "5c493555-c4bd-4090-9a1e-07a194e372c9" ], "avatar": "https://ellis.com/", "event_id": "cba63d20-c41d-4394-994b-2f7956d5e79e", "user_data": "greenjason" } } ], "list_info": { "list_id": "3be3bce5-b5f5-48e9-93c4-0f3be7cd5318", "user_data": "7597 Larry Forks" } }
- 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": "d6e0b7c7-71c8-46c9-bbe2-aa8e73d95515", "Luna-Request-Id": "sZcwTNWMCGCdXeqFEqtw", "events": [ { "samples": [ "e8823712-56a7-4235-aa9d-48e44566979f", "6df7b681-2776-49c8-82c9-80234ff0b198", "64a0ea3d-46d4-480e-b5dc-c29e398c1cea" ], "attributes": { "url": "https://sanchez.com/", "attribute_id": "cfd189c1-c8a1-4985-a6f1-f1c5ae81649c", "score": 0.90655956822635, "basic_attributes": { "age": 86, "gender": 1, "ethnicities": { "estimations": { "asian": 0.633182458491754, "indian": 0.33736160339657, "caucasian": 0.68979277696514, "african": 0.76008377517276 }, "predominant_ethnicity": "african" } }, "samples": [ "6f5f4d12-429f-4c16-8e1c-60c3dd76dee9", "850db941-6a25-4966-9f7f-9afe963c2fbd", "0a2ee99f-6b97-448e-a46a-c6c56db3c28f" ] }, "source": "99333 Harvey Isle", "tags": [ "WyeawBzpBjdpYCUCxluV", "GogcFFESUDdemVQBaaGm", "pyWVBVARhICCRcgreJXR" ], "event_id": "a0b72c50-fdc3-42ea-8920-981b961a0299", "match": [ { "candidates": [ { "similarity": 0.191983661088939, "face": { "face_id": "186d54e1-f6a8-4738-81a5-6b02291356cd", "external_id": "foRFbeOHqrbfFYbzAYZg", "attribute_id": "3b77cf3f-8389-4f29-9604-06c5e03167b5", "create_time": "2020-07-14T07:25:06.329333", "lists": [ "c717d1bd-b3b9-46ef-b57f-65c38f424714", "909f861b-ef47-40ef-b433-c79406d54a02", "32033150-146f-4912-a6b9-5e901508de7e" ], "avatar": "https://ware-hawkins.com/", "event_id": "02a032be-3756-40b6-b68b-44417e87f0cb", "user_data": "christian32" } }, { "similarity": 0.223044172620085, "face": { "face_id": "12e991a6-a958-424e-a7ff-b04c7bdf558c", "external_id": "AlaYoWpzoSTvWFRfYFGk", "attribute_id": "f79276a5-b2c5-4698-9144-4557e6e98dcb", "create_time": "1972-10-18T07:03:38.145891", "lists": [ "c8281c9f-ffad-4b22-9144-f3448c119213", "a0eb8fd9-e4f5-4097-948a-85f33181e5cd", "0c600956-f841-474d-8072-112da0159ea3" ], "avatar": "https://www.ford.com/", "event_id": "b9b54113-fdbe-4639-99fb-c3fb08d08aa1", "user_data": "ryangeorge" } }, { "similarity": 0.645538596839474, "face": { "face_id": "d04d9931-3336-460c-9bb2-9333854dd8d3", "external_id": "ZYOjFAyzpgaPCVbSPXjd", "attribute_id": "dee5ea20-d65c-42e8-8ed1-e9e7daa179a7", "create_time": "1981-01-28T06:49:16.285796", "lists": [ "ecc31e00-def6-4a19-9226-367ab73dc093", "c618e8c3-8c19-4b07-bd97-4d0f8eb60412", "3e6c9528-862c-4242-baac-03ea09935118" ], "avatar": "http://www.frye-thompson.info/", "event_id": "d4771984-c15c-4d6e-b061-53b57d4674ba", "user_data": "qboyle" } } ], "list_info": { "list_id": "aff5e516-49d5-48fa-8994-680ecf73c25d", "user_data": "79985 Ortiz Falls" } }, { "candidates": [ { "similarity": 0.168587686925881, "face": { "face_id": "9925fab1-e7c1-4ebd-9057-ec6c20e71963", "external_id": "bIGWrHUddrMUDKEAYJxO", "attribute_id": "f8f9463e-66f0-4a55-aa37-ade0e86c7d37", "create_time": "1986-06-22T15:19:30.033332", "lists": [ "f8b55715-a961-4c9e-891d-1a1001232d9b", "e3a2e9e7-edf2-485e-b56d-023e99ee4e33", "65e3a684-4101-4ae4-8512-ea39e777951a" ], "avatar": "https://bentley-cox.com/", "event_id": "e583ecbc-64b5-4819-bd01-09eba995c108", "user_data": "igolden" } }, { "similarity": 0.759230432023014, "face": { "face_id": "fa24ed71-12b0-43ba-997b-9dd2e84a058f", "external_id": "nWjnZwwBCzDFsEzzsJyM", "attribute_id": "0b90f5bd-2d56-434d-b124-d1cf43a9b76e", "create_time": "2021-10-01T00:47:17.376297", "lists": [ "ffb85be2-e007-4b80-9a26-87b1b394dbd0", "1a837f1e-7dab-47d1-875b-02ca6de65493", "af5681e4-0e12-4442-a7cc-5bd3ffe62492" ], "avatar": "http://wade.com/", "event_id": "fb908189-d5ca-46f7-b575-c51246f1ec37", "user_data": "sergio77" } }, { "similarity": 0.974469213941792, "face": { "face_id": "f64c8218-f45e-4dc4-8616-c07e48c8ddb4", "external_id": "pRVTDqBjWGnsaLwCRhsL", "attribute_id": "1ad5b343-6c8a-4322-879d-960e0a810139", "create_time": "1973-04-01T11:41:12.425810", "lists": [ "fa0f5907-3aad-49fc-a72c-88849c8b7dab", "63492c8e-485e-471a-be15-2d6d835f0c9c", "9d1a58db-180f-4df5-9b5f-e8547bdec557" ], "avatar": "https://www.yoder-becker.com/", "event_id": "4c1f83e7-fc25-4111-83a7-9adaa616b7b5", "user_data": "contrerasmelanie" } } ], "list_info": { "list_id": "8fc91787-d40b-4f74-9ac6-aeec74aa78ec", "user_data": "476 Kaitlyn Ramp Apt. 178" } }, { "candidates": [ { "similarity": 0.202336260323151, "face": { "face_id": "711e7961-194f-44ea-9292-a50c21c63498", "external_id": "qHUpSnqjlupfJWAvkUVV", "attribute_id": "f72a858b-34be-42f4-8500-c4f70739c9c4", "create_time": "2019-01-16T19:58:38.804785", "lists": [ "462c952f-80f4-4666-a94d-a687b2746683", "c3521069-afe9-46b5-84e9-2864e3c2d044", "a0102156-862e-48e8-9f59-94bb9a378d34" ], "avatar": "https://www.mcpherson-myers.com/", "event_id": "4d99637b-651d-4821-bd04-a55ef40bc74e", "user_data": "varellano" } }, { "similarity": 0.670267501177951, "face": { "face_id": "25610a38-9bfb-4410-86d4-e16dd1b271f8", "external_id": "IPoCPWFDnpeGETfLdIkT", "attribute_id": "860a3447-b64a-471c-a0c7-f2203eb42ab8", "create_time": "1997-06-10T01:57:34.288307", "lists": [ "48ef4ee5-743d-443a-b6c0-38401729d717", "93f73256-329e-4ba4-9783-5ca9e8522744", "9377d3ce-adc7-4cd0-ae95-b289d58ad829" ], "avatar": "https://rivers-walton.org/", "event_id": "a1cd3cef-528e-4538-99d7-e56242616d69", "user_data": "brianjennings" } }, { "similarity": 0.565245931538968, "face": { "face_id": "ad6fd6e8-7d0e-47ac-bb35-9e8d7deee7a9", "external_id": "mrFMoNpsnVZCJrhQJVmS", "attribute_id": "a39f69b4-bbc0-4061-8b4c-b8612c8db0dc", "create_time": "2013-12-18T10:59:28.436166", "lists": [ "31002ee1-2897-4e44-927d-2618467440b9", "890b0eea-a734-400c-95da-36b0ea3adac0", "838a2f2b-9dda-4852-a979-61ecf7442b55" ], "avatar": "http://www.sims-cruz.com/", "event_id": "c9d97c44-18d1-4d84-8784-4fc7eaf5af98", "user_data": "monica79" } } ], "list_info": { "list_id": "83159ddb-7d7e-43b7-a2a7-6329632f34b3", "user_data": "2050 Rebecca Trail" } } ], "url": "http://www.sparks.info/", "face": { "face_id": "b5c6dddc-4fd7-46eb-8dd9-4a773992d4df", "external_id": "MKPNUHUJvgSddTzKtMyQ", "attribute_id": "eb726115-bf09-4351-a1c5-6fc1a277b291", "create_time": "1980-11-17T23:34:03.089575", "lists": [ "4980693a-a741-444f-b819-1406102c4241", "6233d166-dcbf-4fee-b86e-fd4a412ceffa", "c5889db1-aea8-4904-a063-8e36252f5054" ], "avatar": "http://www.white-jordan.com/", "event_id": "eaa5325c-b11f-48d4-b7d7-2be4c7fbbf9f", "user_data": "michael39" }, "detections": [ { "filename": "bVQIezfdiDwJjvrhFUFn", "sample": { "url": "http://www.williams.biz/", "sample_id": "25053f78-8d24-4275-b0e6-5dbe962f5162", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.483556428811731, "dark": 0.109959607022522, "saturation": 0.621790219124905, "blurriness": 0.94175681639959 }, "rect": { "height": 8792, "width": 1688, "x": 2648, "y": 3490 }, "landmarks5": [ [ 1601, 7587 ], [ 7340, 4354 ], [ 374, 1811 ] ], "landmarks68": [ [ 7177, 3441 ], [ 9506, 8059 ], [ 9072, 4403 ] ] } } }, { "filename": "gzSJjUjVKvpTYCfvDfBB", "sample": { "url": "https://pena-ramirez.info/", "sample_id": "85e7728c-f031-47c1-a8b6-4369b8fd06a0", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.182247605772841, "dark": 0.981992067446297, "saturation": 0.83848646808813, "blurriness": 0.88330639118628 }, "rect": { "height": 7609, "width": 4340, "x": 8048, "y": 2342 }, "landmarks5": [ [ 6530, 9449 ], [ 3145, 2370 ], [ 6348, 904 ] ], "landmarks68": [ [ 2047, 1417 ], [ 6434, 7466 ], [ 6340, 9889 ] ] } } }, { "filename": "hQwNPGjVexqFIUmWhhIl", "sample": { "url": "https://mcdowell-strickland.biz/", "sample_id": "5070db99-fb5b-4dc1-b021-9a00d754021f", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.626823190860775, "dark": 0.249844423028369, "saturation": 0.77876444739108, "blurriness": 0.119075957085141 }, "rect": { "height": 6235, "width": 1786, "x": 9478, "y": 6997 }, "landmarks5": [ [ 3075, 2817 ], [ 1564, 3518 ], [ 9928, 6243 ] ], "landmarks68": [ [ 7625, 976 ], [ 5550, 4341 ], [ 1228, 4174 ] ] } } } ] }, { "samples": [ "95d2e551-67d5-4284-a26a-f02e06e2dc41", 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