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": 48, "gender": 0, "ethnicities": { "estimations": { "asian": 0.901966627619898, "indian": 0.373682541738574, "caucasian": 0.635422614959617, "african": 0.457267393661167 }, "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://vasquez-villanueva.com/", "attribute_id": "35d128f4-bbfc-4f67-bedc-c336c84f1372", "score": 0.885041839453415, "basic_attributes": { "age": 41, "gender": 0, "ethnicities": { "estimations": { "asian": 0.994040241730532, "indian": 0.319092115533752, "caucasian": 0.358217687975493, "african": 0.686425955671619 }, "predominant_ethnicity": "indian" } }, "samples": [ "b97eecca-3029-41c8-b361-549dbfd0d46c", "7541e509-864a-4822-adb4-c90ce4f194d0", "01177a3c-e3eb-4f6d-b750-c0c1b8d7d7be" ] }
- 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": "982cd8c5-1373-4ab0-8257-122993567869", "external_id": "qDajoHqlVVQWsDzPoKme", "attribute_id": "a49dc57d-a383-4917-8d1a-dd2a49324072", "create_time": "1981-02-05T04:41:38.196831", "lists": [ "6cd0157f-3dcb-4524-9997-c00a1d6da37d", "b253e970-77ee-4230-9ae0-343eb21ff067", "3f04aa6b-fb33-4f3a-9699-3cefb958d772" ], "avatar": "https://kennedy-orr.net/", "event_id": "dfcc5947-6222-4645-b253-52c9aad41651", "user_data": "fanthony" }
- 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": "5a2eb7f4-2cf0-467a-85be-dd1c8fb0a308", "user_data": "435 Renee Pike Apt. 011" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.136607204185841, "face": { "face_id": "dc8a60a6-90cb-43ab-911b-1461c4cb5083", "external_id": "fCrlNUhGQLdyELfWSetb", "attribute_id": "0b99da3a-377f-4021-ba0c-c053109b9942", "create_time": "2023-03-13T09:38:06.797787", "lists": [ "776f315c-7524-4a28-8dda-b587ab96877c", "56c69c96-1f99-4442-976f-d7bdbc01f948", "d46e3369-d0ee-4ec9-93bc-65cd60cd407c" ], "avatar": "https://jennings.net/", "event_id": "ac24bfa3-7d71-45b0-8c2f-dfa6ce415ebf", "user_data": "doyleelizabeth" } }
- 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": 0.82721902262983, "face": { "face_id": "3b5b6d5b-539d-4927-a44d-7dccdad5635b", "external_id": "YhCzUMSCEFfjgTQHjllC", "attribute_id": "6dd8380b-f886-4a66-b7a5-2c15f8756b81", "create_time": "2002-08-14T12:19:52.412487", "lists": [ "3135bf4c-ad55-4645-b871-c0d75379d566", "131fb635-fb4d-4f3a-8995-27e7bc13611a", "c3b1abee-b7c4-4bf6-b595-79e85c23e19a" ], "avatar": "https://sanchez.net/", "event_id": "e4da22b1-872c-4c3c-8533-8d0b4b79b4f3", "user_data": "brenthodge" } }, { "similarity": 0.940629474121391, "face": { "face_id": "b5aa8c4d-d9b5-484e-bd36-302b5458f703", "external_id": "hvoadrbwMzDMqtEvJQCg", "attribute_id": "0bd903da-0324-4283-b53e-a04998f227d7", "create_time": "2011-01-31T22:24:58.384402", "lists": [ "8e83407f-276b-485c-b82c-611913ee044f", "6b60eb97-48aa-4526-ae2b-7f553d6558d6", "8e113a98-b91e-44cd-84cd-0c42dca8f8af" ], "avatar": "https://www.miller.org/", "event_id": "8e677e33-9e9e-4950-a05e-ff763f10f37d", "user_data": "williamsjohn" } }, { "similarity": 0.162772445206807, "face": { "face_id": "3492604d-1329-4e85-9d39-5b37e0097b09", "external_id": "HlNbydkCPZMgTGcltiEW", "attribute_id": "ba32fa48-91d0-4ec5-a008-3bb17b5d455c", "create_time": "1971-05-11T21:51:42.366819", "lists": [ "a03078ea-82f7-4e28-800e-bd969514714c", "ccd21287-9468-4044-b8e6-8760fac2f3d1", "d36a05ca-ee6c-4843-b8de-107a8e31cb36" ], "avatar": "https://barrera-khan.com/", "event_id": "6b0c2e54-4f53-434f-80c7-366b7d7f3d60", "user_data": "joseph70" } } ], "list_info": { "list_id": "3a7f07d5-7685-4578-b171-de87fae9e6e2", "user_data": "15439 Troy Land Suite 291" } }
- 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": "b136da75-ffcf-4fa4-a6d6-861d96474c7f", "Luna-Request-Id": "zBKVtyURrLWZDNFaYYjg", "events": [ { "samples": [ "c054f96f-396a-475f-9745-e0b24d2f5f58", "9b48b675-cef1-4ad1-b227-ab0aaa860918", "58f259e9-9474-4a96-8cfe-5b2325010a44" ], "attributes": { "url": "http://medina.org/", "attribute_id": "5582c693-07ba-46dd-9174-4a8527add5c4", "score": 0.134816001755148, "basic_attributes": { "age": 72, "gender": 0, "ethnicities": { "estimations": { "asian": 0.117375346497971, "indian": 0.250673411732798, "caucasian": 0.904798143624185, "african": 0.161146231868488 }, "predominant_ethnicity": "african" } }, "samples": [ "6651520d-845a-4363-9dda-d1e05c8d4c57", "289ec99a-f7b1-4ecf-8f5d-639fef566b81", "7943c487-5bcb-4c2f-aaba-071304a6247f" ] }, "source": "6998 Jennifer Isle", "tags": [ "WzgakouMxJkoUQDvYMjQ", "GAwwUgRRmvPUcSGalnpt", "sdcRCiPCoHYbQbKHrWam" ], "event_id": "db2be03d-df43-48ce-b960-e4f4b13abe41", "match": [ { "candidates": [ { "similarity": 0.943204070993045, "face": { "face_id": "2abf22aa-0a2e-4628-a6ef-1fed00346307", "external_id": "rlEMAFNDYIHCdGcbKonz", "attribute_id": "7d4e2ee2-4c79-4d43-9383-140e7ead80ec", "create_time": "1970-06-20T14:29:37.059229", "lists": [ "db88f02d-e289-4267-ae65-9331ae51eaca", "ac8122d4-9949-46c5-91a7-d92c86d5d07b", "7b3c2304-f8cd-4d17-9c46-38694486a425" ], "avatar": "https://www.martinez-powers.com/", "event_id": "50436031-f9ad-4477-9e4e-5d8498aa7c60", "user_data": "stephaniewilliams" } }, { "similarity": 0.270078304543127, "face": { "face_id": "9414e3db-bc5f-459a-8f65-46a52d8299b7", "external_id": "iMlHsecrxweQQjMPAjNp", "attribute_id": "1a8f9288-ba42-4aad-bb92-2e4715e1d463", "create_time": "2008-12-22T14:36:51.526979", "lists": [ "c73b549e-ca14-48ed-9fc1-54a2b94476e3", "501c4eaf-830a-4146-a4b0-61f6abe6a8f7", "d56b75a7-06d0-4d7a-9147-918288922634" ], "avatar": "https://www.richards.com/", "event_id": "53cd94fc-c959-4c93-8629-a7551ab38f83", "user_data": "halldiana" } }, { "similarity": 0.730265857943266, "face": { "face_id": "ae72b28a-997b-4fb6-a476-97bfdc6e2d13", "external_id": "zQaLUVqgtdQcZFOEZYre", "attribute_id": "dc72acf1-865b-43ef-af40-d199eeaa2d58", "create_time": "1988-03-21T02:18:35.103772", "lists": [ "014dc857-8888-4024-8daf-6943c5b7e7fd", "2db5a009-2f18-4b4a-9fc0-d6438dd6a969", "c54065b2-c60d-4ab7-99ef-ef702b14528e" ], "avatar": "http://www.roth.com/", "event_id": "82dc4aaa-d99b-4160-bd82-90a045ed7606", "user_data": "robert04" } } ], "list_info": { "list_id": "ae3f8310-e526-42f7-bfc3-17c0534b6cfb", "user_data": "6538 Jacob Place" } }, { "candidates": [ { "similarity": 0.668815282087475, "face": { "face_id": "069559b2-17d8-4850-acad-dde87626834d", "external_id": "NiJiACkIcamIScGhQGwQ", "attribute_id": "e63813a6-0ce5-47be-95e0-475cfa3742c3", "create_time": "1998-09-16T09:30:09.130172", "lists": [ "b2197a10-157f-4616-8db4-3b91521e0534", "5a007d4a-5799-4b4c-b757-d16199945d0f", "39169386-c48b-41c8-9b72-02f77723d395" ], "avatar": "https://armstrong.com/", "event_id": "e5d0dfe5-c897-4081-b7fc-de720d948cb2", "user_data": "nflores" } }, { "similarity": 0.908757207198665, "face": { "face_id": "b15d546f-e0fc-4eb2-9243-560642eb0a7e", "external_id": "okHeuQPSCsCfRQmcKNiw", "attribute_id": "99ef7da2-8b58-4c70-a343-8473b37fcaf2", "create_time": "1982-09-25T19:36:12.800045", "lists": [ "5e8a8634-e625-40b0-9d21-c494c0712b60", "30e7342a-5267-4923-a9a0-cc9ec6909932", "14971221-c01b-4e0c-8444-28d9b0f0ef32" ], "avatar": "https://green.com/", "event_id": "783fd92c-5254-4988-93fa-8710c39ac2b7", "user_data": "jonespaula" } }, { "similarity": 0.641627872418912, "face": { "face_id": "29d30778-a007-46f7-89de-6918c2bb3381", "external_id": "BYSQjcAEnXxAHtStdhcp", "attribute_id": "3a12ada2-dcc5-4b7f-9524-db8962e0d8ca", "create_time": "1983-07-15T14:06:10.151114", "lists": [ "76431277-46bf-4983-b203-b74d928cb1a8", "2a4ff2d1-8200-4c78-80a7-f223644b146a", "722119b4-0a33-404a-8ba4-1b3119a19dcb" ], "avatar": "http://bell.com/", "event_id": "92f563ff-c12b-4236-bebd-6d287880842c", "user_data": "wwashington" } } ], "list_info": { "list_id": "fbeacd0b-3037-4d88-97dd-e6f3a8260b03", "user_data": "7565 Daniel Fords" } }, { "candidates": [ { "similarity": 0.364088099195963, "face": { "face_id": "6c593e9e-16fe-44a0-9dca-8b91d8f12a50", "external_id": "jVVidgjaKYhkKDARPUcD", "attribute_id": "2f36c24a-43fe-4c76-a8a0-e4df38b1f0d0", "create_time": "1978-02-16T14:07:45.545694", "lists": [ "5edf0926-daed-4495-b6a6-fc5849361d47", "c93d6ed0-aa9a-490b-95a8-1f33042f352c", "c9104bb0-8aad-4c98-8c73-10792c332cdb" ], "avatar": "http://wilson-miller.com/", "event_id": "ef0bd16f-e75e-4ee5-9691-3a057133b7c4", "user_data": "rreid" } }, { "similarity": 0.83825437569446, "face": { "face_id": "7bc0323c-cb5e-461e-8335-ae22a10c6252", "external_id": "mrSDDaZuPIrfYWcxkshE", "attribute_id": "9e4d65a6-3cc8-484a-a046-85c96f4b8ccf", "create_time": "2017-06-09T06:04:43.715437", "lists": [ "bfa8a452-83af-4f7d-9165-2f42e5a595cd", "aeff6973-d0d3-4a95-85cb-919fac43acff", "992a08d7-33eb-46d3-9b12-2cc70d0a15ee" ], "avatar": "http://www.johnson.com/", "event_id": "5ff786ca-a33a-47df-b192-6bebba27a8ac", "user_data": "bmathis" } }, { "similarity": 0.613011206609513, "face": { "face_id": "d9ae4e08-6181-4ca2-99fb-b52ff441d0ae", "external_id": "FuSSKWWkurOReNvSSbOC", "attribute_id": "72a5daca-585d-481b-bbc5-44cb0eed89f6", "create_time": "2007-10-05T05:12:51.561075", "lists": [ "d45c0a64-daec-43b4-b347-9c0cd61f8090", "125f9da2-83c5-4ad8-97e4-1d75f5e60c0b", "aad80650-ce05-4d1a-92ff-e23c49944384" ], "avatar": "http://gibson.com/", "event_id": "5474f864-8d5d-4998-a1f8-d160e8633aef", "user_data": "jamieoliver" } } ], "list_info": { "list_id": "1fd0cc1a-4207-4e62-a581-ca3c75e8c8fb", "user_data": "988 Wise Club Apt. 377" } } ], "url": "http://callahan.com/", "face": { "face_id": "54ec0092-43d0-45e5-84cb-a6faec41e47a", "external_id": "oPbGqxegRMWzjrnWRluk", "attribute_id": "ba1ae66f-4a10-47c3-b0a5-723c8f19d700", "create_time": "2020-09-14T02:56:30.490947", "lists": [ "68be823f-3293-46b6-9d4e-6f8b8b77a367", "af6c23ff-18fe-41ba-b3b1-ccdad741b7d0", "8086aac6-1339-4c4b-80af-230a0f54d811" ], "avatar": "https://johnson.org/", "event_id": "97cbf2ea-6d16-4559-a4d5-b0e2a35812db", "user_data": "victorwallace" }, "detections": [ { "filename": "jwsmmEtHQBATkimPyYCr", "sample": { "url": "http://curry-suarez.com/", "sample_id": "eae5aee4-91f6-415c-887e-4a114b8ed8ac", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.272009672135417, "dark": 0.409841297048253, "saturation": 0.99899640699773, "blurriness": 0.95826139901071 }, "rect": { "height": 852, "width": 5692, "x": 3069, "y": 2773 }, "landmarks5": [ [ 6902, 34 ], [ 1774, 2125 ], [ 4751, 3467 ] ], "landmarks68": [ [ 9127, 9924 ], [ 7468, 5740 ], [ 9804, 1224 ] ] } } }, { "filename": "hghDviSeMLctWplzMYzO", "sample": { "url": "http://lopez.net/", "sample_id": "5c8f228f-9d54-4dfd-82ab-165af9f7ae57", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.556523117840398, "dark": 0.93886300810907, "saturation": 0.963443381671382, "blurriness": 0.200157273399434 }, "rect": { "height": 2531, "width": 3087, "x": 7106, "y": 9792 }, "landmarks5": [ [ 7141, 8424 ], [ 8583, 6505 ], [ 3008, 9489 ] ], "landmarks68": [ [ 6524, 5275 ], [ 9176, 7044 ], [ 3550, 5823 ] ] } } }, { "filename": "pfYzhiNxxnTMsgTIiSBe", "sample": { "url": "http://www.morrow.com/", "sample_id": "9f0d1217-d4d2-4a47-8803-ed8d926b5d53", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.364728074477096, "dark": 0.730326144312208, "saturation": 0.122264140507288, "blurriness": 0.961124281971664 }, "rect": { "height": 2870, "width": 1916, "x": 345, "y": 3344 }, "landmarks5": [ [ 6699, 9627 ], [ 4386, 1064 ], [ 1456, 3438 ] ], "landmarks68": [ [ 5863, 7187 ], [ 5046, 9542 ], [ 7362, 594 ] ] } } } ] }, { "samples": [ "7d6ab445-4b0a-4e36-a6b9-dfb3b139c82d", "262d2940-9ca1-4d71-84da-1a39acb9ccc6", 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