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": 91, "gender": 1, "ethnicities": { "estimations": { "asian": 0.35287574316458, "indian": 0.318130557749099, "caucasian": 0.961978350171299, "african": 0.326799130629895 }, "predominant_ethnicity": "indian" } }
- 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://johnson.com/", "attribute_id": "a456c882-8238-41e8-b4bb-130be6335a22", "score": 0.360889474494252, "basic_attributes": { "age": 70, "gender": 1, "ethnicities": { "estimations": { "asian": 0.950236406960186, "indian": 0.922774454455557, "caucasian": 0.198198893810117, "african": 0.148593893658335 }, "predominant_ethnicity": "asian" } }, "samples": [ "bbf0ce68-e895-4832-8d13-e73a68f114f4", "a5a123ce-5db3-4337-84e3-da772ff1d981", "ec7cfc42-b261-41ab-887d-0aa75f9756c8" ] }
- 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": "2cef35c9-413b-4ce3-9357-12fbd6367d04", "external_id": "selIjEcbKVzGbUifRQsV", "attribute_id": "dbfc73f5-accd-4132-9909-e76ae8ee174f", "create_time": "2013-04-28T04:03:52", "lists": [ "e11518eb-c50a-4383-87e4-32ba336705ae", "9fa92677-0931-4ccd-9a23-d9f98db56f8d", "242e0ad8-8d37-4eca-a6a4-cdacf6f83fef" ], "avatar": "http://www.sutton.com/", "event_id": "77e6ec4f-6d4c-405b-9e12-f47b5f941213", "user_data": "melissagarza" }
- 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": "16c945af-9a5d-4c7e-a9e2-da249e4f83d6", "user_data": "44334 Lopez Manor Suite 362" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.757335874465914, "face": { "face_id": "a7f44061-6b67-4b1d-b2c0-3b0f0a8cd436", "external_id": "gMFdGSeHVvNkQMMrqyET", "attribute_id": "01ae63b9-b5b2-4982-8e1f-282998cc8e72", "create_time": "2004-11-22T22:54:52", "lists": [ "9180bce3-a0b4-4b55-aa9d-51ceb60bb47b", "bec00325-ad55-47c9-9e7f-03798a9ca9d7", "ddedb2a1-3cf7-4c4a-a26d-44a0bc26c43d" ], "avatar": "http://morris.com/", "event_id": "3a36318f-6774-4c1d-86ee-67e0ece06dad", "user_data": "dianesmith" } }
- 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": 0.75108037244786, "face": { "face_id": "573a5e1f-69be-4343-986d-fe96a2b9457b", "external_id": "LYpAhggiKDdBSRpuityx", "attribute_id": "67b9dc60-d394-45b7-b6f6-0fa4bb6558ae", "create_time": "2001-09-20T16:29:27", "lists": [ "58b70417-8c49-47ea-8d48-c925b154d992", "7a036ea4-4a30-4948-aabf-5739f924985e", "9d119efc-f46e-408e-b767-4a2f626237b7" ], "avatar": "http://www.campbell.net/", "event_id": "636666f0-f670-4748-978b-5206b4c98191", "user_data": "lisa40" } }, { "similarity": 0.78617358128269, "face": { "face_id": "dffc1c08-eef1-4930-899a-0530461a2d12", "external_id": "LdGwcamqWNwKegQtPyNH", "attribute_id": "14daef38-8137-42f9-b0dc-347d0d4d2fc3", "create_time": "1994-10-04T19:14:28", "lists": [ "4cf5fbd7-b23e-4766-8dc1-d0a320f33bf6", "d51a3e5d-37be-48a8-9e3d-d6ef3a9b2987", "77e2b58d-e30b-43c3-b57a-5c03a5bc3a4a" ], "avatar": "http://rojas.org/", "event_id": "73328cde-2ea1-44d3-88fa-dd7e818c3984", "user_data": "davidsontheresa" } }, { "similarity": 0.78646533332601, "face": { "face_id": "284b4ea1-ec39-4ba4-9248-ae3f3a840378", "external_id": "jRwazfMboZTjPkUhQujk", "attribute_id": "f7e139ce-5ac6-4ab9-adad-a49cda80dfc8", "create_time": "1977-03-10T14:42:48", "lists": [ "c25fe461-a7a6-4b96-9d5b-40ccaeb29b36", "e1241745-b91c-4bd2-a055-a8f880357820", "ac10f328-7d63-4c1f-9de7-7e71cdc74ac1" ], "avatar": "https://www.martin.net/", "event_id": "31a5eb73-ec6a-48ba-b4b6-befe49ae751a", "user_data": "stephanieprice" } } ], "list_info": { "list_id": "a6af62f9-054b-4de3-8c10-3c84b027416a", "user_data": "4666 Brown Manors" } }
- 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": "ba636cd4-037f-4db7-9be7-a352dfd8f70b", "Luna-Request-Id": "NgKMFQsrTeyfmozTyDcR", "events": [ { "samples": [ "d9a3747f-4e6c-4701-be6f-b980e7831653", "1f953796-0cce-4bb2-9bfa-cb89caef612c", "2ce75f09-55cf-4448-a5ee-7d6cee0dc251" ], "attributes": { "url": "http://smith.com/", "attribute_id": "cd62d75a-ca80-4586-9cc5-6536ecf58b7a", "score": 0.549531657926902, "basic_attributes": { "age": 93, "gender": 1, "ethnicities": { "estimations": { "asian": 0.113937186326899, "indian": 0.61010904305954, "caucasian": 0.1374863076267, "african": 0.196985554446759 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "3d98cebf-05f8-44c5-abae-d42647d6de41", "79b9416d-c299-4c1c-b29d-053ce9f2fd1f", "da40e8ae-90e4-454c-84f6-b4b963a55cee" ] }, "source": "975 Charles Highway", "tags": [ "DNfOXSNukYOdoudPWQHM", "NfaHdpXzflwzZuuCPWJV", "TjYSrVCFBlJnlcLnAQJs" ], "event_id": "542ed354-27bc-40c5-b001-4c7407db5dae", "match": [ { "candidates": [ { "similarity": 0.632135448608036, "face": { "face_id": "3492f602-404a-48e2-91af-77df64da0b68", "external_id": "fzNlsMdxkZHxtFrWAaMp", "attribute_id": "bade484f-0693-4358-a8a1-9bb3814995de", "create_time": "1997-11-12T10:15:25", "lists": [ "4b8399cc-b6fd-4703-967c-c6ee3c0efc2d", "fcb62e5b-525f-4a44-a817-b38e06f3782e", "7d2e9bad-447b-40fd-b3e1-270386513d63" ], "avatar": "http://bass.com/", "event_id": "900a64ec-1e43-4069-bb47-37d55fc5f5ab", "user_data": "kristinmerritt" } }, { "similarity": 0.899033230802774, "face": { "face_id": "c397cbae-dbac-4937-8745-bb02847c42ca", "external_id": "mLuSAxQqwuVyqJWUXhdv", "attribute_id": "1a5b327d-9f50-4abb-8451-19176f97e9ec", "create_time": "1974-08-06T08:02:58", "lists": [ "005f041b-6c86-4fbe-b281-783cbc70c566", "4ef0d5a9-4832-4535-b5e8-201d65e2344f", "2537bf45-06e8-4ea0-a789-4bee0366cf81" ], "avatar": "https://www.hensley-andrade.biz/", "event_id": "3beeb802-5571-4196-b063-63d37ec21149", "user_data": "sheenacooley" } }, { "similarity": 0.246515849303563, "face": { "face_id": "c68939cf-8817-433a-90fa-a292dcf04712", "external_id": "iIlKWmtHKRTQlWvAgtja", "attribute_id": "1f929fdd-c823-4e6f-ab8a-b86ad9d61bd3", "create_time": "1972-09-17T23:27:30", "lists": [ "77207523-409e-48d8-8f3a-434be20a95cd", "66c789f4-b678-4279-9994-32779dc5487d", "71f3cb31-0764-4862-8987-15dd4612d4a3" ], "avatar": "https://www.flores-jennings.com/", "event_id": "9dab07e8-470c-4cc8-a332-97a72dd32940", "user_data": "christinawatson" } } ], "list_info": { "list_id": "bc9171db-1f2b-413f-ba81-ebdb1ef24e8b", "user_data": "04192 Giles Estates Suite 488" } }, { "candidates": [ { "similarity": 0.139973890388598, "face": { "face_id": "745e8a0a-0ebf-4785-8038-c40a4b37c47e", "external_id": "cfPaqZIASSOLavoacYqP", "attribute_id": "c469bb52-e9f7-48cb-93d4-fefc7e3519f2", "create_time": "1988-03-31T13:35:45", "lists": [ "54993ac0-6ab3-4df6-8fb4-76993e32ae26", "6fe6cd7f-9b5d-419f-b910-1cee925ece5b", "f91ab760-9f6b-4149-9159-69becba498d9" ], "avatar": "http://rivers.com/", "event_id": "be1a9a0b-5a8d-4838-bc34-b76ea6f37e8a", "user_data": "bradleyhill" } }, { "similarity": 0.112676244466673, "face": { "face_id": "12344f20-7dba-4065-a951-b063a6d51114", "external_id": "LTqZwvixTpplEQWABZXE", "attribute_id": "a72d2161-9c9e-495a-af4c-fbe0a7aef573", "create_time": "1984-10-23T15:22:20", "lists": [ "1293dde1-3e66-4c0b-99cd-1fde10512d0b", "5a5fa414-db87-4346-9ad7-42b85942b509", "d27ce451-0fa7-489b-bc27-14a005f60fc1" ], "avatar": "https://www.james.org/", "event_id": "c6f595e5-d223-4367-872b-2b17a35755e1", "user_data": "blackwellsuzanne" } }, { "similarity": 0.370748519745583, "face": { "face_id": "2bf0e525-4df3-4c54-8b67-8e3615018ec5", "external_id": "VHHdMheJRmBfIkUmQHoS", "attribute_id": "b87b757a-98b2-426c-b0ce-eb87e8040226", "create_time": "1981-05-23T08:05:05", "lists": [ "79301f34-72d4-4bcd-9736-035b6dac8823", "0a9793b3-2c30-4485-9749-c68a400db268", "5bf6a9ea-8fb4-4c73-b432-a426eaf72666" ], "avatar": "https://www.baker.com/", "event_id": "9010134f-55d0-4c42-b610-9c71f55e878a", "user_data": "nguyenjonathan" } } ], "list_info": { "list_id": "736b7427-b655-418a-9fed-7f1e9ef40270", "user_data": "0001 Malone Creek Suite 135" } }, { "candidates": [ { "similarity": 0.496354498283356, "face": { "face_id": "cd77a8e7-ba59-467b-88ff-1dd91aa485f2", "external_id": "ZjacuQGOPMkLIVjMIMlq", "attribute_id": "ab1b795d-a8b1-4378-a4ed-d67626486c9d", "create_time": "2021-12-14T00:04:54", "lists": [ "dd1c9d37-5ffc-4844-a999-5b26ce429c4b", "418de4dc-af5e-42e8-8499-bea19016eb8c", "a0dab49f-39be-4fdf-b83a-164250478e74" ], "avatar": "http://www.hanson-maxwell.org/", "event_id": "072b2882-d6b6-4a48-a21a-3a1cbce8dd9e", "user_data": "skinnerhoward" } }, { "similarity": 0.459413360186189, "face": { "face_id": "4d5f8010-d523-4e58-8759-3e291b3e6278", "external_id": "aSJkuVIpoGlVMWfjuBxb", "attribute_id": "5175119e-403d-42dd-a38b-61e655427ba7", "create_time": "1994-06-06T06:08:22", "lists": [ "50cc2c3d-0dda-4a33-b516-beb2a5830c33", "bc5f03ea-236c-4ed7-bdae-00f6ff134979", "aaa9ca3e-49dd-4277-9635-b416a22ee885" ], "avatar": "https://daniel.info/", "event_id": "fd0b67d2-b871-4d8e-be18-d48c1e53c5fa", "user_data": "deanrobert" } }, { "similarity": 0.682988907033606, "face": { "face_id": "31c38b1d-4d1f-4ec9-a119-568489adfd92", "external_id": "YldmFmrJVULINwOWRSdb", "attribute_id": "989fc557-24cd-4f23-a6b4-3ca09e05bf10", "create_time": "2019-04-13T00:37:36", "lists": [ "aa8ea648-7eaf-424a-8b3b-fb2e09ee0061", "f2c25a01-e4c1-4207-b4c4-f5e68ddb466a", "7550f65c-cdb8-4f36-bbdd-0f70ec162398" ], "avatar": "https://www.leblanc-crawford.biz/", "event_id": "5bcf1493-90e5-4ee3-ab5c-908f3a8d1854", "user_data": "henryjohn" } } ], "list_info": { "list_id": "732045ad-874d-4d94-860a-fdf6ae14d6c8", "user_data": "845 Derek Course Apt. 135" } } ], "url": "https://mcdonald.com/", "face": { "face_id": "985e7ed6-7cdf-44a6-a594-61947b75e62f", "external_id": "drDbFgnYLvWEyPHyAeSY", "attribute_id": "6f94f4cc-2e61-4c7b-8b6c-87b7e92842d9", "create_time": "1992-09-04T05:45:13", "lists": [ "81f11cff-95e7-4fc3-aff5-1ff986a90f49", "6a684482-4f01-4681-aa0f-4db35b86c03d", "ea4e4aad-fc29-4972-b384-d16e671bcc29" ], "avatar": "https://mcknight.info/", "event_id": "d2ba2cdb-2564-48d3-a7bd-6d51a05f0d95", "user_data": "alyssa59" }, "detections": [ { "filename": "bAEHCCpojMFiwdUJXigL", "sample": { "url": "https://www.garcia-sloan.com/", "sample_id": "28f060af-7c13-42ec-90fe-52b488bab5d5", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.809629101842234, "dark": 0.9505008170775, "saturation": 0.810837050409317, "blurriness": 0.166245929480845 }, "rect": { "height": 8334, "width": 4523, "x": 9461, "y": 262 }, "landmarks5": [ [ 1594, 8093 ], [ 40, 7687 ], [ 3607, 7036 ] ], "landmarks68": [ [ 7412, 1489 ], [ 746, 8702 ], [ 6440, 4082 ] ] } } }, { "filename": "UyGjEooUVCggWooXBrNr", "sample": { "url": "http://collins-ruiz.com/", "sample_id": "37b6e08f-bb5d-4a3c-8c53-2f7c0005a975", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.668562003325007, "dark": 0.499111256083132, "saturation": 0.376154870104552, "blurriness": 0.200027058999174 }, "rect": { "height": 2100, "width": 1624, "x": 2051, "y": 915 }, "landmarks5": [ [ 2874, 5757 ], [ 2063, 9574 ], [ 7308, 5063 ] ], "landmarks68": [ [ 7574, 9102 ], [ 3109, 8795 ], [ 3141, 8314 ] ] } } }, { "filename": "OEOhkzjBgLwBCagInHSQ", "sample": { "url": "https://www.brooks.com/", "sample_id": "bd805f3d-fdb2-42c7-a359-e12f53d22863", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.507847348226495, "dark": 0.863002050670701, "saturation": 0.544271216833504, "blurriness": 0.84251100621933 }, "rect": { "height": 3439, "width": 2054, "x": 6727, "y": 7673 }, "landmarks5": [ [ 2049, 9284 ], [ 7209, 2974 ], [ 8241, 6890 ] ], "landmarks68": [ [ 1446, 5315 ], [ 9352, 8779 ], [ 4487, 1594 ] ] } } } ] }, { "samples": [ "793c095e-0fe5-4108-91c3-77f415fe8ca7", 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