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": 0, "gender": 0, "ethnicities": { "estimations": { "asian": 0.835534315496045, "indian": 0.26008691605193, "caucasian": 0.148756460834564, "african": 0.420887382348001 }, "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": "http://fox.net/", "attribute_id": "83b44de3-9921-472e-aa4d-f329e38fb31d", "score": 0.5945257581885, "basic_attributes": { "age": 27, "gender": 0, "ethnicities": { "estimations": { "asian": 0.902143442465193, "indian": 0.961578166138999, "caucasian": 0.842853660959531, "african": 0.533679570120497 }, "predominant_ethnicity": "african" } }, "samples": [ "687981e5-c2b4-4a0a-854d-a43fc303214f", "57664fe9-a90f-44d6-8974-8584e66cce33", "09f299c2-da7b-4520-84c2-7858c6f9b1c0" ] }
- 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": "e8b012a0-f93c-4560-9b44-468f709c434d", "external_id": "rcciUGxCKgEGiDRNCbqq", "attribute_id": "2273c536-6255-4845-bba6-091e49d4baed", "create_time": "1973-08-07T06:46:24.676222", "lists": [ "39f9b989-8d74-48c8-b88d-5b4e5793eed0", "94e420a3-9031-4ef6-900a-868713d74e2f", "84af5271-65dc-4242-b82f-c317e391fead" ], "avatar": "http://jones.com/", "event_id": "c13a223b-cdbc-482d-87b5-fd38e69f7f7d", "user_data": "tvance" }
- 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": "4ed85170-b12e-4c1a-ba3a-48a66ba5c765", "user_data": "230 Brown Stream Apt. 044" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.891391884900177, "face": { "face_id": "caf3e56f-63f0-4900-bf2e-e05ea7daff70", "external_id": "NNOJAGNVxxubCYcWUXBl", "attribute_id": "5f696c5a-308b-4608-aa49-67ed2d490411", "create_time": "1995-04-18T17:42:05.939952", "lists": [ "b70c5a45-5a60-4ea8-8e10-034039cc67d7", "5fa53ec9-9549-4d60-9332-e23494237ee6", "e6c19814-8164-42ab-8364-dc36256850db" ], "avatar": "https://www.reynolds.com/", "event_id": "14174d44-eb87-4fcb-a99f-04704c7d0662", "user_data": "hoganmichael" } }
- 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": 0.353032079714126, "face": { "face_id": "041af187-6891-44f6-aa18-929780d7b825", "external_id": "CWYkMpTrzSEsbwRFZMkN", "attribute_id": "a2230ce0-3544-4ded-bc19-348c620c2a8b", "create_time": "2020-06-11T00:58:20.417162", "lists": [ "83711ed7-3fb4-4fbb-921d-c8c9d346ae93", "3bc912f8-c108-4817-89e7-d0476da8dbc7", "6eb059fd-1cd1-4855-91fb-80298a90ff45" ], "avatar": "http://olson-padilla.com/", "event_id": "02afe034-ff10-4620-b2e1-8f6180544560", "user_data": "joshualane" } }, { "similarity": 0.873317710892837, "face": { "face_id": "6771b594-ea6d-4f73-a983-1434db168cbe", "external_id": "CPrzVqLWUeCUkCXRkYtI", "attribute_id": "a0e1cd0d-79e6-4f3b-aa62-cd20b3c4a539", "create_time": "2023-08-07T10:18:22.401173", "lists": [ "f5afb1d5-26c6-4fcd-b41a-47211f844426", "172a58c8-52ed-426f-b605-afe78342a97a", "5c9e4cae-5356-4f28-a810-8c247ab9a5d0" ], "avatar": "http://www.carter.info/", "event_id": "6a7dffa6-f4ca-454d-bb7b-98fcf5f34e39", "user_data": "obailey" } }, { "similarity": 0.121494890181619, "face": { "face_id": "e613bae1-ed71-412b-aa91-cc22a56f340a", "external_id": "qGEbVcBUtBsjPcjbDZND", "attribute_id": "9d8c6335-ea4b-4fcf-a4c3-2a88b0f0264a", "create_time": "2009-08-03T05:22:13.544906", "lists": [ "9c1d5a88-6fbb-4933-9103-8bb20d8398a9", "54c8dbcc-b487-466b-bb89-b68faddf2595", "561ceb67-bbfa-44d7-b7d0-10cf48a2d18a" ], "avatar": "https://robinson.net/", "event_id": "25ad4ee7-787d-4f49-8c30-17c1f8585b35", "user_data": "vsteele" } } ], "list_info": { "list_id": "ef8c31c7-6289-48ca-9056-21e939dc0e39", "user_data": "466 Michael Islands Suite 459" } }
- 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": "f8b98df3-bf61-4604-982f-19973b5ed2c4", "Luna-Request-Id": "rROzYfcUAcnhAdKAxMIw", "events": [ { "samples": [ "055a4e12-169e-4198-afda-f877bc5beeb6", "cb5bf78a-de4d-43f2-b30a-a7b139e8b99c", "bc554d26-2571-4fc9-acae-82386dbe4965" ], "attributes": { "url": "https://bonilla-perez.biz/", "attribute_id": "0c045d24-c11e-4040-bc3e-713747c89c96", "score": 0.522970955366474, "basic_attributes": { "age": 77, "gender": 1, "ethnicities": { "estimations": { "asian": 0.571208745715507, "indian": 0.552355156651461, "caucasian": 0.198149242936731, "african": 0.932487073457205 }, "predominant_ethnicity": "indian" } }, "samples": [ "41e57848-dbb3-4669-9f61-4c05e38e9631", "daf1beb1-cd1e-4fcc-88cd-f23cbd3f63ce", "19bb6907-c75a-4105-8420-a5ba4eafec63" ] }, "source": "336 Zachary Circles", "tags": [ "hWWDSyTCAHqgMKZrVLya", "GoEDnhxGaNOMQekxPddo", "mJvkmvjUQkaVFJojrSbF" ], "event_id": "6d49475c-2be9-4df3-b7dd-91fd755a9f86", "match": [ { "candidates": [ { "similarity": 0.675768695605725, "face": { "face_id": "16539dc2-42e5-4d29-8916-93d381e79098", "external_id": "FtPmaqAcckRZRCIrOWTb", "attribute_id": "bd37d733-ddd8-444e-8eee-69acfe340332", "create_time": "2006-05-27T02:10:28.334841", "lists": [ "fc33093c-d5ea-4aac-b786-3644c20cd2c1", "561c210c-279d-4489-a740-9852464650b7", "281d75ba-1d5f-4f15-814d-7dde6d15fbbb" ], "avatar": "http://www.wilson.com/", "event_id": "48b6b89d-3cc8-471c-84fe-b88446b2fdc1", "user_data": "lisaingram" } }, { "similarity": 0.202020669903614, "face": { "face_id": "5004cf8e-a705-4cde-a093-8d36d336e4fb", "external_id": "RLJfprZOIparoNsfCgQT", "attribute_id": "a5cbe387-da94-4dba-82b9-400cb6e12535", "create_time": "1996-04-08T04:37:46.901958", "lists": [ "4f69e964-df9e-49dc-8c70-26c6a0c5b135", "0cd455b8-0726-40bb-b2df-7254118792fc", "0231eac1-4dd4-4cd8-a8c2-21fe755c188a" ], "avatar": "http://www.taylor.com/", "event_id": "43b58369-c055-49ea-825f-6c7f0b754caa", "user_data": "carloshamilton" } }, { "similarity": 0.605519972268921, "face": { "face_id": "ae004f13-e566-426c-907e-466436fce31d", "external_id": "cCfliSCPZvSpXknoarqJ", "attribute_id": "454f8702-0746-4255-a21d-0e0a75e2e943", "create_time": "2011-06-02T17:07:35.897299", "lists": [ "51954ba9-923b-4c16-9ef7-1078b5023eb4", "7f869dde-53bc-4c3c-8059-4974fbefabf7", "7eb63c3b-f868-45ab-8fbe-205249a429e8" ], "avatar": "http://www.frey.info/", "event_id": "280a83e7-3183-4067-85d7-1a46b3ce4f49", "user_data": "bfry" } } ], "list_info": { "list_id": "22ba840c-1a2c-43da-8714-fdd62564567b", "user_data": "2051 Maureen Pass" } }, { "candidates": [ { "similarity": 0.465249269848715, "face": { "face_id": "ccc1a1ed-66a9-479f-8e31-22ee4b4cffd4", "external_id": "eJKmLcmdivYaWsbnHtnE", "attribute_id": "cc6613f5-37ca-4998-9cd8-0aec41b74f64", "create_time": "1976-07-26T02:02:02.687471", "lists": [ "72b8716e-2625-4796-90ae-f81c824b8bea", "1ab1a132-0124-404e-a4de-ffb7b7f81406", "24bbf57e-e269-4a97-8c1a-c921973a02bf" ], "avatar": "https://www.rodriguez.biz/", "event_id": "8afc7a20-e26b-42f8-bdc3-4ff8a7240b2d", "user_data": "john61" } }, { "similarity": 0.324948257510373, "face": { "face_id": "a138931b-f810-4fc6-aa19-24cb04bc0828", "external_id": "uVzIxkGDhjcOvsZvfMLe", "attribute_id": "109a7282-6969-4f7b-b214-9525e849578f", "create_time": "1974-03-14T17:48:03.931978", "lists": [ "63c56588-e55e-4eeb-bc0a-f4ac8901689b", "b35b2933-13a9-4841-93f0-33ae7231dc76", "e862bf18-03d5-41fa-8ee9-b8eb92ae3b1c" ], "avatar": "https://white-acosta.com/", "event_id": "38d2270b-8ed1-45ab-847b-ccc7b8115c80", "user_data": "ogallegos" } }, { "similarity": 0.17947342177648, "face": { "face_id": "f696ab6a-05ea-47bc-8f5e-d552f9da5ec6", "external_id": "AnASwcoaGGqKNZoivnHm", "attribute_id": "75e3029d-3e29-43cc-b6f0-cdb99cc44a1b", "create_time": "1975-09-12T14:56:50.588179", "lists": [ "a6a8ac90-7c31-4c95-b693-33e3f82599c6", "2ad7d373-4726-4e15-9d2b-6d4ce397c2b5", "b211e83d-e420-4dc5-9ac4-a2ed8d57621e" ], "avatar": "https://wood-acosta.org/", "event_id": "a9762ed7-1b45-4fc0-b821-a458144ef036", "user_data": "taylortimothy" } } ], "list_info": { "list_id": "eec85315-6ed0-4471-ac38-5b2a5a1d9a5b", "user_data": "2111 Martinez Road Suite 204" } }, { "candidates": [ { "similarity": 0.338492479946104, "face": { "face_id": "248f77de-70ef-4ce2-b338-f8d41056b7cb", "external_id": "eBoYiokTJlfKXGMggOfL", "attribute_id": "92cb3019-ff52-4964-b7b3-a39bd4bac5e6", "create_time": "2006-04-12T10:23:46.087604", "lists": [ "7ec60eb1-4afc-4f5e-b216-38e87df9e451", "9799ef85-fe5b-49eb-98a4-53ba05d93b20", "68ef6ea5-7212-4e33-bcac-4678b9d7b86e" ], "avatar": "http://campbell.com/", "event_id": "685530ea-825c-4179-80b9-787f7fb3d6a6", "user_data": "susanmccullough" } }, { "similarity": 0.49649332271166, "face": { "face_id": "6c8e19d8-72ce-4b46-8a3d-df3e28eea4c0", "external_id": "BzWmYjvIFKifsAmRGRTR", "attribute_id": "b689f2a8-6aaa-4955-b8c8-4e6852f30e1f", "create_time": "1992-01-06T19:06:40.623589", "lists": [ "b74484bf-6d41-473a-acf1-7f0f260d4695", "8ea287a4-2b87-4e26-b364-c92758d61c83", "6d6faf09-0787-4fff-9a38-ed67d82df156" ], "avatar": "http://www.owens.com/", "event_id": "d9fff5da-5923-4463-8578-64c326ae6c4e", "user_data": "qbrown" } }, { "similarity": 0.866203517418251, "face": { "face_id": "01852278-afe7-4911-a91b-429e82d31602", "external_id": "gIqPhpjOIzAxxKcILKFJ", "attribute_id": "0dcdb5ce-02eb-4577-a058-7cb72b0bfa4b", "create_time": "1996-12-12T17:58:40.222685", "lists": [ "f82b38ac-e67c-4a9f-894c-7812ac38900e", "8af28c35-f133-4fa7-85db-8c08156c5133", "9022fbe5-ed14-4681-a50d-018af68c515a" ], "avatar": "http://www.garza-williamson.biz/", "event_id": "d2b769b9-521d-42a1-91b4-bffc98935f4e", "user_data": "tayloryvonne" } } ], "list_info": { "list_id": "458b8242-3031-4c46-8bbf-d8c29f19ac22", "user_data": "6871 Johnson Falls" } } ], "url": "http://mitchell-pearson.org/", "face": { "face_id": "f22c1ee5-f684-42e4-998a-7a59ff9d0fe7", "external_id": "cvHCAlhngXVbWBhAJgoW", "attribute_id": "e08f2f8f-b607-45c0-b4ae-ffae23938ecb", "create_time": "1977-01-24T21:29:14.946177", "lists": [ "5ac20973-f64c-4a99-a552-e5497e490abc", "38bd70f6-d645-401c-ac18-99020f7018cc", "a7dc81bc-73ba-41bf-9a13-f2b207a9c221" ], "avatar": "https://perkins.com/", "event_id": "e9d652e5-3bc0-49ac-8928-bdde465987e1", "user_data": "lthompson" }, "detections": [ { "filename": "EfqXNtkrtscKeyzufEco", "sample": { "url": "https://day.org/", "sample_id": "0813c3cf-a05e-49cb-aa05-a9b4573a563a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.182377577729057, "dark": 0.573708478588453, "saturation": 0.645220667908786, "blurriness": 0.580916984037724 }, "rect": { "height": 516, "width": 3252, "x": 8083, "y": 8792 }, "landmarks5": [ [ 3710, 2122 ], [ 1112, 1533 ], [ 6236, 6564 ] ], "landmarks68": [ [ 2128, 6505 ], [ 7484, 9562 ], [ 7366, 8045 ] ] } } }, { "filename": "aDsTvBmIwECtNWqnHBKH", "sample": { "url": "https://jones-higgins.com/", "sample_id": "e5672d89-7567-4e32-aeae-fdc2ffd4f48c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.965856574357879, "dark": 0.800806280743986, "saturation": 0.528848980141159, "blurriness": 0.486669298063777 }, "rect": { "height": 7350, "width": 7404, "x": 575, "y": 8543 }, "landmarks5": [ [ 181, 1990 ], [ 3048, 8504 ], [ 4746, 5584 ] ], "landmarks68": [ [ 6653, 4170 ], [ 6779, 6976 ], [ 7647, 5466 ] ] } } }, { "filename": "iezyYqUMDUitDbaLuzJl", "sample": { "url": "http://arroyo.com/", "sample_id": "f0f0a50c-57e9-466d-9cb5-cd3f0d74c1a1", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.573447192365064, "dark": 0.807261365598955, "saturation": 0.396294063424257, "blurriness": 0.685488856981831 }, "rect": { "height": 4696, "width": 6324, "x": 7918, "y": 4256 }, "landmarks5": [ [ 3060, 5296 ], [ 997, 2353 ], [ 1480, 3696 ] ], "landmarks68": [ [ 7307, 9271 ], [ 8205, 384 ], [ 6886, 1113 ] ] } } } ] }, { "samples": [ "54e53004-94eb-4c81-9e36-217fc82c06ee", 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