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": 94, "gender": 1, "ethnicities": { "estimations": { "asian": 0.554675589354594, "indian": 0.395719939270682, "caucasian": 0.982108257638961, "african": 0.919123935463864 }, "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://www.phillips.com/", "attribute_id": "ab7401e9-ae52-41ca-a6ee-0e4caa8e04a0", "score": 0.915952711946776, "basic_attributes": { "age": 74, "gender": 0, "ethnicities": { "estimations": { "asian": 0.645829199517662, "indian": 0.893887397869295, "caucasian": 0.559801432478952, "african": 0.125357486348224 }, "predominant_ethnicity": "asian" } }, "samples": [ "bc3dc549-90ae-40d6-87e7-c8f3f1ff60d8", "574e4a02-defc-4ad5-922c-4b5458c9e909", "30d892fd-24e8-4126-bcb0-18f8e2de2169" ] }
- 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": "391bee84-2aae-4eea-9280-5dbf5f694dd5", "external_id": "ljpHXzfQJwvlfeSxHFne", "attribute_id": "0a865a93-5795-4c90-bb83-014f6ec8dc90", "create_time": "1970-03-03T14:23:08", "lists": [ "a397dd80-5374-4ce1-916a-ecde49ab3bd7", "4c91c339-6841-4b76-882c-b8d5b3bb92b0", "2793e4f6-31cc-4d2c-89b1-fe930582e974" ], "avatar": "https://obrien.com/", "event_id": "41ab9878-dffb-45c4-80b1-ec0c8b0aa0c4", "user_data": "alyssaphillips" }
- 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": "1b31548a-f9f6-4642-9159-e30db033d664", "user_data": "387 Marshall Mews Suite 479" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.982823154429674, "face": { "face_id": "b3723185-3ec3-43d9-839b-0699ba5a7e80", "external_id": "VFmfBVrOpbZOhPDECqLM", "attribute_id": "ee727bf5-3ef3-4300-8357-44cbbb96cb58", "create_time": "1984-11-16T16:48:07", "lists": [ "0280ad0c-e343-4aaa-b1fc-f26f8e8ba9ad", "9e914aa1-4db9-4341-9197-f225c6613b13", "95b0b9a7-70a5-48c1-bb24-ff033144b485" ], "avatar": "https://www.compton-jones.com/", "event_id": "1f2bd95c-9617-4429-b768-0bf6f1510443", "user_data": "christian35" } }
- 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": 0.596123383882357, "face": { "face_id": "337bbf98-8e75-4b69-919d-611528f5134e", "external_id": "rYyjetszxHaqPdTCFjVE", "attribute_id": "fc652c76-4542-4085-9347-148f4459fd18", "create_time": "1993-02-09T07:18:24", "lists": [ "b1718b4f-ac7a-4205-ab65-2df8ba7dc9cd", "0d03969e-943d-47fd-9e8b-ed9c8e8db077", "f530c367-c307-4842-9f97-332558c022c3" ], "avatar": "http://vasquez.com/", "event_id": "d8142283-6e95-468c-b3b9-483cfd9a82d5", "user_data": "jenniferreynolds" } }, { "similarity": 0.24619913556423, "face": { "face_id": "eba39295-fa2f-412d-9bec-474305ed15d9", "external_id": "cOiNSqznBDfLCADwCmVB", "attribute_id": "4fa0f17b-61a6-49a0-adbd-b8a042d4371a", "create_time": "2006-03-23T17:29:47", "lists": [ "86d4825b-8886-4437-ab8e-5e3faa0b42c2", "bcc7c14d-bd7f-430d-bc82-c772d86d8a9b", "d9e41af5-ef08-4985-b516-0ad82d6a5c3c" ], "avatar": "http://newman.com/", "event_id": "91e04e3f-da63-4fa3-8aad-991b2bb798f2", "user_data": "kylepennington" } }, { "similarity": 0.376151372337596, "face": { "face_id": "94164e05-f777-4674-a547-47b1ed96e6e2", "external_id": "TRHGpKeKuKVkXpVCiObm", "attribute_id": "1ae26909-4024-4752-9158-ac969e47a777", "create_time": "2021-04-09T13:13:57", "lists": [ "5174c823-4c91-47f8-a306-27e1322375c0", "8a60fcd6-53f6-4b62-8252-aeb371265386", "7071fd38-0a52-4c2a-a6bb-9d1e77a08c03" ], "avatar": "https://sparks.com/", "event_id": "26f83d4c-7d17-4d69-bada-0319a283dd3f", "user_data": "nguyendonna" } } ], "list_info": { "list_id": "0031da97-f756-4e17-8ad3-f65f802576db", "user_data": "9436 Jennifer Mission Suite 067" } }
- 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": "6540cbdc-a9b6-452c-bf64-7b8936168556", "Luna-Request-Id": "yZasUKqOooSdSbwyFqiQ", "events": [ { "samples": [ "290fe80e-56c6-4a47-8c10-be6ffd29e6ec", "96fb9853-b487-4d0d-82bc-6e40a59413d7", "a40dc70b-f835-488f-83c0-175602fb663c" ], "attributes": { "url": "http://brown-roberts.com/", "attribute_id": "b92f9620-c3ba-4dff-a680-85175ec8de16", "score": 0.794387920643863, "basic_attributes": { "age": 57, "gender": 1, "ethnicities": { "estimations": { "asian": 0.284506480723791, "indian": 0.581257684592346, "caucasian": 0.99289382516775, "african": 0.249784553448618 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "a1453afb-5696-41fa-ac9a-5fabfff787a0", "474ea270-06d8-4bd8-840b-b12fd8bad57c", "520e766b-5866-4450-9530-993d8d6377ab" ] }, "source": "47117 Madeline Curve Apt. 534", "tags": [ "YTbYXhBbeTuLYRHEKQfH", "SngFgnWNZzkFleZMNGiV", "cjbLQjNRZBKkfxePnghL" ], "event_id": "18e16b5e-b316-4c4b-b0df-3a77253919e7", "match": [ { "candidates": [ { "similarity": 0.543905535259707, "face": { "face_id": "01eb90c0-2a1c-4726-8d08-9cd1fb54c5a6", "external_id": "HGMOmNXUlIdbUXrJsyfC", "attribute_id": "a114e8b0-6292-44d9-a5fb-bd1de5011b9c", "create_time": "1978-04-26T16:55:17", "lists": [ "a4428a54-30a3-498b-bf78-7b79b3d5a7b7", "c7d13485-cb22-41b3-af7c-bcbb075219ce", "c938689a-f005-4243-aab0-48112a0d6a70" ], "avatar": "https://www.mendez.com/", "event_id": "e8a98a3c-03f9-49c9-8166-495747520e7c", "user_data": "evelyn11" } }, { "similarity": 0.829198391580752, "face": { "face_id": "884c8dbc-14ea-4080-9b1d-7b744873515c", "external_id": "jhAYahHzJgpPRyaOpriP", "attribute_id": "70f3d5b0-89f1-4072-9cb4-c53817b8a830", "create_time": "2008-01-10T10:34:22", "lists": [ "00cfe514-4356-4ad4-9a3a-81ee6d771354", "81b2a7d9-ea42-4847-8d8e-552eb3e8f446", "e45f8747-f7f3-4baa-8b45-4ab282bf830f" ], "avatar": "http://www.morris.com/", "event_id": "5742349b-fecb-4d6d-b356-7cc03b34e473", "user_data": "eric63" } }, { "similarity": 0.366124379768047, "face": { "face_id": "16591cea-9e53-464f-aa20-b379df56d08c", "external_id": "saBzXXfJZHnSaoeqEkEw", "attribute_id": "2e6c06d2-0402-49de-a915-9228143292ba", "create_time": "1974-06-12T11:20:16", "lists": [ "215ae9c9-c3ae-46e6-9497-c11e7c93e74b", "909cf59e-3b9f-4115-b1ec-347aa4fdafd5", "524b6380-00cd-42ae-88ac-1618e9788d82" ], "avatar": "https://www.cameron.com/", "event_id": "a813c2bd-9a1e-4896-ab2c-fd1e6538cfe3", "user_data": "sbrown" } } ], "list_info": { "list_id": "f29fe7ca-37fa-45a0-99db-78416dae0f0a", "user_data": "2249 Lopez Alley Suite 357" } }, { "candidates": [ { "similarity": 0.93120636092815, "face": { "face_id": "8e6afd54-286e-45a1-a997-2b72c0b2b231", "external_id": "yqJNkRVYZneyrbsUyfSZ", "attribute_id": "92890da9-8fdd-4d95-b21e-2bf6eefdd225", "create_time": "1978-08-24T22:57:07", "lists": [ "7924335a-bfda-488b-b3cc-8061d0909f06", "36494077-5af1-4adf-a0a8-e8e76ecc7603", "d99145dc-7d5c-490a-bbf6-f76f44d62459" ], "avatar": "http://www.hernandez.com/", "event_id": "72869666-e36f-49bb-a560-2bd86caaedb9", "user_data": "valentinevictor" } }, { "similarity": 0.235731391948923, "face": { "face_id": "ac3f0573-778f-46ea-a1d4-e14554714fe8", "external_id": "aoRLCMvRoofbtSGklHja", "attribute_id": "930ecd46-7415-433d-97e0-cd1c1bfe50d2", "create_time": "1999-09-16T05:47:40", "lists": [ "81cac0d1-fb0e-4f15-9824-007821afb0a0", "b7467488-3b2e-4489-a24f-3d6887a18082", "088dd54e-a839-4082-8d1e-06d3fcc1c6c9" ], "avatar": "http://www.tapia.org/", "event_id": "6478399b-6a96-4996-9f95-327236d0c89e", "user_data": "shannon28" } }, { "similarity": 0.700710781545941, "face": { "face_id": "72ecafaf-5288-4bf0-a349-a596c2d4fd19", "external_id": "RxlBHGIkvKuojiPbpIUr", "attribute_id": "d07090ac-261e-44fa-840a-0a484090b65c", "create_time": "2012-04-05T14:24:08", "lists": [ "01596fc9-3358-46a2-aecb-1f93495fc154", "b0155193-62f1-4688-91f6-b16b1c39e6b4", "4fb8a7ca-d87a-4052-88a6-5021d65c0138" ], "avatar": "http://watson.com/", "event_id": "0b3d2716-402a-4f21-bd83-0863abfae4da", "user_data": "chines" } } ], "list_info": { "list_id": "b682cdbd-04a8-483e-bbad-c62e1c491e8a", "user_data": "9606 Harrell Cliff Apt. 708" } }, { "candidates": [ { "similarity": 0.138260784538428, "face": { "face_id": "f31a4671-c0f9-4b97-8fc3-37de5662f189", "external_id": "RNHxMKmIhMJEafNLuJMI", "attribute_id": "4a68588c-a332-4275-bfa6-1bc35b4707b9", "create_time": "2022-11-24T07:15:23", "lists": [ "54dee9ff-852b-4c86-bcde-7e7b9988d8de", "99167a28-3ab7-4ef0-8241-4eef3c235c0b", "7cc999d3-4f51-41c4-9368-5109c4119016" ], "avatar": "https://www.perez.info/", "event_id": "e9640bd8-531d-4611-9624-3ab1e43fdc9a", "user_data": "davissarah" } }, { "similarity": 0.797430112955544, "face": { "face_id": "945a88cc-637e-4b56-8f91-00bcba57119c", "external_id": "zRFRejsyXejVjsWITlEK", "attribute_id": "fe60bb01-6f78-483b-9ac7-0638351fb9d7", "create_time": "1971-05-25T05:41:08", "lists": [ "2d1a223d-f2f4-4067-834a-356dec6f9466", "1a4b6e5b-4ec2-4f1c-ab03-1c83dc13dc66", "9a1f2b51-6175-4efa-bd4a-5cddb62e3707" ], "avatar": "https://jordan.org/", "event_id": "4ad2dedd-1581-48b6-a577-4a8ed3036481", "user_data": "david97" } }, { "similarity": 0.564768043257489, "face": { "face_id": "9bad4e81-08f5-47f8-9a50-691fdb208eff", "external_id": "xnkHJqQJBWQYzvRJkHaq", "attribute_id": "994016c4-e084-4bdd-a1df-f67da6342a0e", "create_time": "1988-09-20T07:38:03", "lists": [ "06eb205a-d660-4bbe-a39f-59169537e8a6", "35b2bb91-33ab-4510-b3da-66e185a96420", "2c4a06b6-db19-4175-a459-2d80d9117790" ], "avatar": "http://www.owens.com/", "event_id": "e2685c2f-739a-45d3-a9d1-e1d9dc0fe387", "user_data": "jessica53" } } ], "list_info": { "list_id": "c59540bb-a3f5-410d-a158-2ef1115d9128", "user_data": "52770 Mckenzie Ramp Apt. 607" } } ], "url": "https://www.hernandez.com/", "face": { "face_id": "097db5f1-376d-4b7d-82ed-dab2ed4d7a55", "external_id": "zuaVKwSakOFWljxLhtnD", "attribute_id": "5601c835-407f-4ca1-baa8-f2f573fdc310", "create_time": "2002-02-16T11:50:22", "lists": [ "2fb0e014-e1c5-4c77-b3ed-1a9ddea20867", "c6b72e8d-565c-4285-a80f-5bb2e22217d2", "19fa2621-bf0f-4637-afb5-d2541bb8fe0a" ], "avatar": "http://www.mitchell.net/", "event_id": "5c4571d9-46f0-4cd9-9d1b-e3743b43c564", "user_data": "craig80" }, "detections": [ { "filename": "EirRYrcXfvBrRgQAjjsv", "sample": { "url": "https://miller.com/", "sample_id": "8c574ef2-a4c1-4acf-a77c-7de44091a94a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.193366220244524, "dark": 0.579261558809358, "saturation": 0.38713759607686, "blurriness": 0.188423288140931 }, "rect": { "height": 999, "width": 6244, "x": 467, "y": 4323 }, "landmarks5": [ [ 335, 8842 ], [ 2233, 9375 ], [ 4817, 2697 ] ], "landmarks68": [ [ 5834, 8261 ], [ 7156, 2213 ], [ 5222, 1794 ] ] } } }, { "filename": "okpxAsFroMEpVaQkBJRL", "sample": { "url": "http://www.webster.com/", "sample_id": "d120df2c-c47b-42e7-b879-c150cf5d0a15", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.601221902605321, "dark": 0.622801493892423, "saturation": 0.248903419966499, "blurriness": 0.162066689971988 }, "rect": { "height": 4, "width": 1127, "x": 4929, "y": 5295 }, "landmarks5": [ [ 6132, 2319 ], [ 2541, 5260 ], [ 7717, 4566 ] ], "landmarks68": [ [ 9364, 9489 ], [ 4503, 7003 ], [ 1540, 5134 ] ] } } }, { "filename": "ZAyxvrSdqQGdSbLRGTtT", "sample": { "url": "https://www.mills.net/", "sample_id": "444a3d3c-81eb-4f69-91ba-c6bce9041a25", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.219739581200889, "dark": 0.530231905986339, "saturation": 0.826875276413384, "blurriness": 0.684308571654093 }, "rect": { "height": 8624, "width": 8928, "x": 6874, "y": 6053 }, "landmarks5": [ [ 6323, 9006 ], [ 2111, 5922 ], [ 957, 7200 ] ], "landmarks68": [ [ 6107, 5135 ], [ 2925, 2556 ], [ 1914, 9283 ] ] } } } ] }, { "samples": [ "2c709836-cd52-417d-be82-ef072bf9d07d", "a05e6cc4-af37-41a5-b248-ac3675aea7ad", "5baa7ee4-4b79-4eb8-8d65-7265e519373a" ], 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