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": 41, "gender": 1, "ethnicities": { "estimations": { "asian": 0.701705622515679, "indian": 0.26619633082913, "caucasian": 0.38102604821347, "african": 0.224709050664639 }, "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": "https://acosta.com/", "attribute_id": "b9351c29-1f63-4670-9128-86980a8b8fb3", "score": 0.797639212012669, "basic_attributes": { "age": 45, "gender": 0, "ethnicities": { "estimations": { "asian": 0.868912805205999, "indian": 0.402401260897451, "caucasian": 0.49520539273, "african": 0.991919734170311 }, "predominant_ethnicity": "asian" } }, "samples": [ "77d715a5-3569-4d00-8052-0a76ae8571ad", "86a266bc-91f9-411a-8526-1c1f40e4ebf0", "2193a08d-e075-4f5b-b550-0cb967e57482" ] }
- 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": "158af747-678f-4764-b522-f2a51ea7a57f", "external_id": "MrraiNDzpgEyQKpskqvR", "attribute_id": "dd53d131-ea06-4698-aeb0-4655edf89692", "create_time": "1979-11-05T11:02:21", "lists": [ "fa7a7ae8-02c2-4bc3-bb38-78014af848b2", "e6a0c762-12b4-41d9-b094-1b473fca6e40", "c733903a-e189-442a-983f-40f96e567b11" ], "avatar": "http://rich.com/", "event_id": "b612a7f6-6bd2-4b1e-abc9-636c997db831", "user_data": "nancywade" }
- 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": "6dcb22dc-dfd9-48a8-ac01-46b7a4582f17", "user_data": "334 Wood Extension Suite 405" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.897587716222114, "face": { "face_id": "98788f56-b409-4e77-9b0b-0f91add4d7d7", "external_id": "oSIFlLHejYRrzXYSXoPe", "attribute_id": "28246f15-a3cc-45b0-9a9e-77a7e406965d", "create_time": "1992-10-02T05:38:06", "lists": [ "df5f604a-817d-4088-8fcf-223fee6cbab2", "5420aeb9-137c-412c-af05-d7112d3614b3", "8f9270f0-82ba-4f15-8824-c44cad299a00" ], "avatar": "https://gibbs.com/", "event_id": "c7a81888-2045-4e57-bc44-1987abc891bb", "user_data": "janetacosta" } }
- 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": 0.249271026111847, "face": { "face_id": "52581cdb-0bea-4473-9e08-9ea021a2ee8f", "external_id": "IOQXDHfHpXjImitmYkMu", "attribute_id": "03662cdc-0ae1-4fbf-80ed-abd6dbae8a10", "create_time": "2016-05-16T01:14:12", "lists": [ "bb62ed5a-2bea-48e4-98ff-bf39ca71e130", "3be33031-52dd-4932-847d-fe8fb1c07654", "0a55ab1e-9f55-4a7f-ba4e-ff7fb551c8e1" ], "avatar": "http://www.ford.com/", "event_id": "6314e0fe-2035-42b1-b2dd-e9ece14aaaf3", "user_data": "wangjessica" } }, { "similarity": 0.743957591750181, "face": { "face_id": "6a6f2aa6-ed34-40c1-81c0-ac0d05b3ccd1", "external_id": "lylLPmYCUHAgfCywlGFf", "attribute_id": "11312478-6af2-4a4b-bb7f-4eb82aa9c45e", "create_time": "2016-08-08T23:15:55", "lists": [ "6262db1a-b420-4ee7-adfc-791cc8212eef", "39774f98-209a-48f6-94d7-6106d7b41277", "58812e12-38d5-4df1-8201-dd46c44a6ab9" ], "avatar": "https://www.gomez-howell.biz/", "event_id": "f84910de-bfcc-4ecf-90bf-e6eb9f31ba5a", "user_data": "mendozaamanda" } }, { "similarity": 0.379628604083046, "face": { "face_id": "4fb74ec0-e41a-44df-935e-8ebf08831504", "external_id": "ctmgWdpBuTIBzaFkvWlO", "attribute_id": "2d079f7b-a64f-4cad-ae5a-cc297081e915", "create_time": "1982-02-26T00:39:59", "lists": [ "b384e319-7f25-4319-8c2b-8a01f50cee40", "52b853c2-187e-4fd2-8c6e-d17b5cff845c", "f0797e5e-4801-4479-8a45-a0455cf2738a" ], "avatar": "https://www.guzman-garcia.org/", "event_id": "11e2f163-af1e-46ba-82fb-6247554a653f", "user_data": "asoto" } } ], "list_info": { "list_id": "154f8a42-8cf9-48a3-88f3-63abb742c394", "user_data": "66143 Donovan Union" } }
- 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": "e0133fba-05f1-4028-abfc-4ad252ad8f58", "Luna-Request-Id": "NodRCLGlxkJhOmgxDCqg", "events": [ { "samples": [ "ba646c22-1b86-49bc-86b5-7e0bbae09890", "0d4649a8-2e86-4a71-966d-0cff5ca00e3b", "476eadc2-0fcd-468f-9131-c43309f78294" ], "attributes": { "url": "http://www.snyder.com/", "attribute_id": "396b10fd-1f90-41bb-a6a5-96625e972d78", "score": 0.19993478519224, "basic_attributes": { "age": 33, "gender": 1, "ethnicities": { "estimations": { "asian": 0.247751184421348, "indian": 0.23300477142219, "caucasian": 0.985094378577855, "african": 0.97685846510715 }, "predominant_ethnicity": "african" } }, "samples": [ "f260a684-c9b4-411e-983e-633648b7077d", "182c4ccb-8cf7-4b95-976b-0f08ce3d08ee", "6e41b25c-2e47-45f2-a3e8-b0b568386277" ] }, "source": "1894 Jeffery Road", "tags": [ "iKDXLlUXEqXywKnIutVP", "DuAvDSGFNgAeISzdxdgi", "kZAshruyVKTnFIAVBCPg" ], "event_id": "b9f4839f-ab1d-4c85-b13b-0cd94844384b", "match": [ { "candidates": [ { "similarity": 0.123173470586011, "face": { "face_id": "a721effe-c49f-4d24-a239-6d0bd1ab0a16", "external_id": "VzpoSkLYBITRtvjTiuZV", "attribute_id": "20ad7f49-1b92-4ee3-bb4f-f83883048b4a", "create_time": "2017-10-24T15:36:32", "lists": [ "0aad128c-b027-411b-bf19-38162f4e433f", "2fc516df-4cd5-44c2-9425-7ec3fc26dddb", "44a6c926-f2d4-489c-9d61-6077d3938a35" ], "avatar": "https://www.mora.com/", "event_id": "d0565463-6fd5-46d8-a037-5e5589119f71", "user_data": "jamiepadilla" } }, { "similarity": 0.577711404826496, "face": { "face_id": "e156a1fd-8a56-403f-afd9-91e79671c9da", "external_id": "BWVgnpgyBWHrYlmquPjB", "attribute_id": "b112466b-57a9-4656-9034-7167e2dad119", "create_time": "2009-08-24T05:20:28", "lists": [ "e3a42034-dad4-42e4-9308-291231721517", "8aa04131-7b89-4026-b27c-aabbaa939d4c", "061c00e1-bbba-479a-8ad3-151163451f84" ], "avatar": "http://walker.com/", "event_id": "ff8a0cd3-70fb-4ef3-9e2b-cb09340e072b", "user_data": "henrymarc" } }, { "similarity": 0.163835434753244, "face": { "face_id": "e5090583-77ec-40bc-b7e8-7e8b1cbce203", "external_id": "gTcWDegASYGGDOevBjCT", "attribute_id": "6edc8d23-0bad-440e-9ea6-7f7baacfaaae", "create_time": "1979-04-03T06:54:12", "lists": [ "3d721310-2c01-400d-9d0e-e5973442df5b", "b3e5d1ab-bf01-49c7-b540-e69d7f0c7b0d", "c4338e90-1093-4298-a320-db169c09c6e2" ], "avatar": "http://webb.net/", "event_id": "bd127c5a-419a-4ed1-8373-37aaeb758d30", "user_data": "hcarter" } } ], "list_info": { "list_id": "642316fa-589e-4f7e-a69d-5d4a2491a56d", "user_data": "89089 James Square" } }, { "candidates": [ { "similarity": 0.161871664281627, "face": { "face_id": "4d669174-272d-4b0c-8432-16dd3ae57ed9", "external_id": "iVqAleIitvOIYwTjOyjX", "attribute_id": "08d0ab8f-076f-4a63-9c04-15ec198671ff", "create_time": "2012-07-05T06:31:43", "lists": [ "ff05b43f-9c72-4897-a8ba-58145a155c09", "907cb5b4-fa62-4a93-b873-8708b23fb41c", "e7a3da97-d3b1-4fe6-96e1-8dd778217013" ], "avatar": "https://www.munoz.com/", "event_id": "630c0619-6931-4616-96c6-8a2ce3d40188", "user_data": "garciajudith" } }, { "similarity": 0.848026604237414, "face": { "face_id": "52730183-d83b-4984-9c1c-0d17f460385c", "external_id": "yvHPwofXEAOgSdKCQawl", "attribute_id": "04fecc89-5067-46a9-ac61-0fc42e076517", "create_time": "2016-06-23T22:41:42", "lists": [ "f55a5c3d-5049-4a75-a140-fc1dd33004c5", "5700842d-5dea-408c-a7c0-c6a854d4c0c5", "91299f83-f5d1-4666-81bf-29fe4a3fba9d" ], "avatar": "http://white.com/", "event_id": "fb4cbb96-7cd5-4a09-81e8-3a25d63325b8", "user_data": "andersonrachel" } }, { "similarity": 0.36351700679557, "face": { "face_id": "22a56af2-6beb-4dd8-b444-5aae9154aeef", "external_id": "DGVqjkhlELDeLLlMmWLZ", "attribute_id": "f746cf85-56a5-4cb0-a44c-aa08a97c3c80", "create_time": "2009-05-08T16:28:32", "lists": [ "98abeb78-a7ca-4429-99af-4a95b7a00b17", "2f05654f-b3f2-4c85-8f76-121c09bacd9b", "214c0726-1e00-4a31-bf2d-df315ba7d8b7" ], "avatar": "https://thomas-fleming.net/", "event_id": "03e08376-ed28-4c97-b19d-092134f70f02", "user_data": "tinaramirez" } } ], "list_info": { "list_id": "39c22974-f7f5-42c8-9edc-197302f1ace8", "user_data": "0639 Dustin Landing" } }, { "candidates": [ { "similarity": 0.260919977012467, "face": { "face_id": "d69411b7-87e4-45d4-bc27-175a3fc6f0a0", "external_id": "AmMDDsoJfKJVnfshCZQL", "attribute_id": "30bf7289-d5f2-4563-baac-ab683ddb15d2", "create_time": "2009-07-26T08:56:42", "lists": [ "c51f022b-b20b-4dba-a5c6-5678f29db1d4", "b0c38040-63c2-4695-9b53-d60c164702b8", "03c1c367-2a85-464f-8c3c-eb02a10c0746" ], "avatar": "http://wright.info/", "event_id": "82aeb481-96d5-468b-9a8d-eaed921dfb80", "user_data": "bzhang" } }, { "similarity": 0.918581021836069, "face": { "face_id": "3147e2ba-f524-4c7b-8d20-7e936451600b", "external_id": "hQNTOgbCOiDPUaVpZZUT", "attribute_id": "70f0c78c-05f3-431c-8236-6e7f192468e9", "create_time": "1976-07-06T16:26:04", "lists": [ "c3460f6f-c7e2-45f2-a064-2381d6c17400", "47ab5070-f8ca-4cc9-938e-543cbbd1472c", "ccdc1e8d-2fc1-45d0-b3a3-0a03700c59c1" ], "avatar": "http://www.williams.com/", "event_id": "b5a9932b-39cb-4fd7-9d76-8380644dc1af", "user_data": "john63" } }, { "similarity": 0.978607289417759, "face": { "face_id": "18dc3c26-44a2-42a2-bdf3-2915efe08f20", "external_id": "oPdJUltDmPdnwKqxhKCL", "attribute_id": "44619e70-685e-4032-96a9-971c812d9aa0", "create_time": "2002-07-30T11:38:52", "lists": [ "1ce83bd9-b4e9-41fb-b374-769d8c39e968", "9b4de9b1-4549-42e4-9a21-bdf5693e95fc", "d970cd8f-a758-4701-81ac-69a78d99aac2" ], "avatar": "https://www.molina-boyer.info/", "event_id": "cae31a9d-c4be-4750-99d8-775357a940f0", "user_data": "carterchristopher" } } ], "list_info": { "list_id": "acabf125-b4c1-430f-aac3-4a134ee86a6c", "user_data": "504 Johnston Forges Apt. 140" } } ], "url": "http://lee.biz/", "face": { "face_id": "acd8f195-4228-461d-afe4-e161227ab181", "external_id": "uPRxDCJEcquRdpoOUmwH", "attribute_id": "d61985a4-6145-46bc-ae0e-5e496cf7483f", "create_time": "1988-03-21T16:08:04", "lists": [ "c0f15c36-5fe2-4f04-bf1f-d01283c74f1e", "7d718fc8-a696-42c6-bcf6-cd4d5a3378b8", "f1187a2c-47af-4796-8a72-08beee38b401" ], "avatar": "https://collins.info/", "event_id": "a55631eb-c169-4261-b4d3-41c6960bb846", "user_data": "anthony87" }, "detections": [ { "filename": "qDjhrSpGPowavtvzJDQN", "sample": { "url": "https://www.richardson-maldonado.com/", "sample_id": "220a919b-1912-4725-9592-b44944bab9b2", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.94493806304795, "dark": 0.841979703019206, "saturation": 0.419070393030163, "blurriness": 0.10305295753594 }, "rect": { "height": 2291, "width": 5794, "x": 5040, "y": 3046 }, "landmarks5": [ [ 2759, 5370 ], [ 8679, 8677 ], [ 9095, 9899 ] ], "landmarks68": [ [ 7904, 415 ], [ 3818, 8220 ], [ 99, 9727 ] ] } } }, { "filename": "MiisMCmMZNXBWZJAVkvS", "sample": { "url": "https://www.jefferson-mason.com/", "sample_id": "a6f0bcc6-9e97-4b6b-a3e1-d4800f310018", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.581576406602808, "dark": 0.433417629958874, "saturation": 0.270198201202827, "blurriness": 0.870640409525618 }, "rect": { "height": 431, "width": 9216, "x": 3582, "y": 2186 }, "landmarks5": [ [ 5349, 3944 ], [ 7823, 912 ], [ 4293, 27 ] ], "landmarks68": [ [ 4096, 4270 ], [ 9268, 2800 ], [ 9281, 5510 ] ] } } }, { "filename": "zBjzYMhDmkWzBRAIumdb", "sample": { "url": "http://dyer-nichols.com/", "sample_id": "9d37a1de-0a7d-4fd2-81b9-fa5a9153a306", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.357771782903515, "dark": 0.905152541280005, "saturation": 0.414382049716418, "blurriness": 0.72856416585124 }, "rect": { "height": 7741, "width": 6174, "x": 5616, "y": 1964 }, "landmarks5": [ [ 1910, 3009 ], [ 1898, 2856 ], [ 3964, 950 ] ], "landmarks68": [ [ 5741, 7639 ], [ 7344, 9905 ], [ 3614, 7576 ] ] } } } ] }, { "samples": [ "dc9a1ef9-98f1-4000-8915-7b8d8b07b221", "b1ccda0a-cc22-4c62-9902-796fc3e10c17", "f248db03-8697-4972-bbe0-f621e1adcbd5" ], "attributes": { "url": 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