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": 67, "gender": 0, "ethnicities": { "estimations": { "asian": 0.315494215155298, "indian": 0.776575275137156, "caucasian": 0.527205243238829, "african": 0.628869290287375 }, "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://www.lopez.com/", "attribute_id": "2a4e4bff-638a-4c7c-8b2c-db82adc7e3a9", "score": 0.762512217282869, "basic_attributes": { "age": 25, "gender": 1, "ethnicities": { "estimations": { "asian": 0.169610440849534, "indian": 0.852131868237243, "caucasian": 0.11596509099125, "african": 0.916289729019008 }, "predominant_ethnicity": "african" } }, "samples": [ "15436473-fadf-46de-9154-0e6ad3ff25e5", "d2e6cf98-c4fc-415b-a2e4-2be217e76445", "8ede71ae-d98b-4805-9e3e-9b3c4d4ad7f2" ] }
- 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": "d4272d75-8fd9-4cd1-98c8-5caef302c814", "external_id": "ALGByIFLRbbFRGVsSwQx", "attribute_id": "aa9ce4ba-ae3c-4f9b-a50e-cc1d5da381f3", "create_time": "1989-02-17T17:58:48", "lists": [ "855068c6-dd77-4e3b-bedf-a71b68b241fd", "92106c29-e258-4b43-aee8-2b9a44d4eefc", "0a101e6b-c9ed-409c-8397-b1821612e5f6" ], "avatar": "https://chavez.net/", "event_id": "d8c63535-0631-4da9-8afa-9e8da3d3f0bb", "user_data": "alexanderallison" }
- 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": "a26ae92e-8851-4d9d-980f-842e2913ef68", "user_data": "2588 Miller Shores" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.184401278270774, "face": { "face_id": "6a53d1d5-d434-4b2e-9ef8-fc743fabddb0", "external_id": "ChsagKoxgBxRMYlzXWGd", "attribute_id": "4f6bc6fe-e712-418b-9be7-7dd8e8fc3d3b", "create_time": "1973-07-26T13:38:48", "lists": [ "2d370587-6e60-4466-8d42-1a0d38d06d74", "cdc25b7a-fbf6-41ab-89dc-12fd2c1b6a39", "a3d212d1-58b7-432f-a968-c10a5b0302e3" ], "avatar": "https://www.strickland.com/", "event_id": "643bbb19-ef60-4a8a-9d77-2d72e0a69ea0", "user_data": "peterleon" } }
- 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": 0.575835208394871, "face": { "face_id": "8fa0d963-582c-4feb-8837-4933470ef95b", "external_id": "SOnbMrYSZHXWKGaJKBQf", "attribute_id": "238c5ce4-e4b2-412a-9b45-044c3c13c82a", "create_time": "2013-10-13T15:19:37", "lists": [ "c646b2da-d3c7-4ba3-b856-825b235a1c67", "800748da-67a4-40b2-97a1-be77cb1faf6c", "3a228474-2b7c-4fe0-a85a-45ba4f789aee" ], "avatar": "https://www.anderson.org/", "event_id": "a93fbfc1-e71f-492e-8d61-591d206563c6", "user_data": "plevine" } }, { "similarity": 0.301419078728406, "face": { "face_id": "99ec119d-ed88-4654-99a5-6fa020e986d9", "external_id": "mtTtOBIBxGrMDkxDypBC", "attribute_id": "ba297898-cc3e-4d81-a680-3544a3173434", "create_time": "1998-07-06T11:23:24", "lists": [ "1e65cce6-d397-4bf2-9c38-5b03b56839d9", "3a0ba5b4-1d7c-474e-9b9c-3214546d5937", "734749e6-2b7b-41ba-8329-e1d3a9147448" ], "avatar": "https://campbell.org/", "event_id": "66fca4a3-9740-40ad-8d7c-9de6566721c6", "user_data": "andrea88" } }, { "similarity": 0.393211263074915, "face": { "face_id": "8a686d9b-37e4-47ab-a7a3-7ab63fb1dd57", "external_id": "tZqEQEDAsADhLHamdbqY", "attribute_id": "91cdc074-fdb7-4921-9aae-9543a7035ce6", "create_time": "1997-02-25T21:12:08", "lists": [ "af9cd9b8-019f-4fa7-acff-e82cafbca78c", "d9047b31-8db0-4307-963b-796e5b1ae87a", "adea36f3-ca93-4e38-ac88-a435bcb8604e" ], "avatar": "https://www.anderson-gilmore.com/", "event_id": "607dd385-d7a4-4a39-aeb0-09b6d46ce9ba", "user_data": "christinareed" } } ], "list_info": { "list_id": "0f2da01a-a83d-40f8-b019-b0d20a425ff4", "user_data": "373 Cynthia Way" } }
- 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": "72e60459-3da1-4aa9-8bf7-0cee3cb106a2", "Luna-Request-Id": "JoPCqAHuydHFzhWLDOgN", "events": [ { "samples": [ "b5361d8a-7329-4df9-9946-0849ff68b1b0", "b237e438-0db5-49f7-a95f-46b603599d45", "b835fc10-4daf-4893-a6a1-d4ce7080a6f6" ], "attributes": { "url": "https://www.nelson.org/", "attribute_id": "b2ea379c-f3f6-4516-86ef-d5f5e3c339d3", "score": 0.294129697408548, "basic_attributes": { "age": 82, "gender": 0, "ethnicities": { "estimations": { "asian": 0.662253024382802, "indian": 0.169896275252728, "caucasian": 0.649657196551631, "african": 0.895948369580096 }, "predominant_ethnicity": "african" } }, "samples": [ "7ece710d-2d99-4583-9efc-4f3958f3630a", "d23aaaf3-4b9d-4b08-a342-8b70af0cb717", "85588e47-a1bf-4184-9e59-ddfc1168f5c2" ] }, "source": "998 Jason Estates", "tags": [ "pRXEvizNhqVdpcjsrFhz", "cCNQuGziVjHYqCHoJDcz", "pcVPkwmBevkEpmTaqSJF" ], "event_id": "ba50c53c-d538-43db-919f-8afa1bb8cfae", "match": [ { "candidates": [ { "similarity": 0.995550064304585, "face": { "face_id": "bb927482-fce9-452e-b658-19b9d13ab3c6", "external_id": "OfDVPfeXgyUjEtvQrEbb", "attribute_id": "a49ad39b-2269-4707-b9e8-ffb50fb517ae", "create_time": "1971-10-27T02:23:58", "lists": [ "5ead3636-daa7-4795-be8f-3fd628a2bac6", "02bf2a82-5bfe-49b8-b315-cacd6b0e59f9", "48f6c3fc-0d9c-4a2b-8240-03d32af73f3d" ], "avatar": "https://www.leon.org/", "event_id": "f01da7b1-e065-4328-852e-a8c3ad38d90c", "user_data": "arnoldkeith" } }, { "similarity": 0.716251513665543, "face": { "face_id": "5fe68189-88db-4ecd-9b8f-649944da3d90", "external_id": "lvmasvmafDogUcqXhyNi", "attribute_id": "1d6ce503-f8c1-4d86-a492-842d4c9ff1a9", "create_time": "1980-10-22T22:49:57", "lists": [ "8a6a887c-97e5-44d1-8c45-6e1a558b880b", "c3e15862-684e-4314-8ee2-e39346e201e3", "47833cef-b5a2-4d8c-9fe2-a566d9828b0e" ], "avatar": "https://www.blake-rice.biz/", "event_id": "0d079f5f-3d0c-4800-b122-66d38bb4d0e4", "user_data": "hooversuzanne" } }, { "similarity": 0.824677042051141, "face": { "face_id": "fe485faf-aa85-47c1-a7c4-d53d24ae4a63", "external_id": "ylcpFhPCVaSamiyMFTlE", "attribute_id": "eed0d68a-34f6-4715-8c91-8aaf14ece72f", "create_time": "2011-10-13T19:47:09", "lists": [ "5a6b597a-2a9e-47fa-b1dc-24d206276ab5", "351bc866-9569-40a5-98e7-0f57a264ffac", "956ee665-7476-40f1-8668-f04c2828ac86" ], "avatar": "http://www.horn.com/", "event_id": "29c3c140-9d48-4b9a-a6a4-3c28a66b7965", "user_data": "wendybenson" } } ], "list_info": { "list_id": "efbd8176-55d9-47b9-941b-b8cb3abf406f", "user_data": "8301 Claudia Motorway" } }, { "candidates": [ { "similarity": 0.338584303383429, "face": { "face_id": "58d4d94b-3500-4370-9c47-fb825867552e", "external_id": "iqzExunyjmsDDymGRIgw", "attribute_id": "23c33da1-2360-4bd8-ba6c-8abf5f64c9b7", "create_time": "2016-08-29T23:53:42", "lists": [ "85c9940d-32eb-4660-8ad5-d1d9d276e279", "ceca759e-3499-4edf-94f3-621dc3b6c30b", "b6c824c3-32c7-445b-98bb-0835c94583b2" ], "avatar": "https://www.pearson.org/", "event_id": "867e38d7-6bde-409b-9501-c0660a53248a", "user_data": "kmiller" } }, { "similarity": 0.201962007181963, "face": { "face_id": "35d6ae52-ae21-4e26-9e80-48212b393ade", "external_id": "BlMhtYnOVMLwLTCIPTNo", "attribute_id": "9eb9e94b-22cf-4b54-972f-46d2fa9e5ef8", "create_time": "2018-11-01T19:56:00", "lists": [ "841cfb79-a82a-459a-8322-9347dc721ffa", "e65e4857-e9d8-48e8-a5b8-039f977b105b", "ac7f0d62-4339-48c1-b6e6-216cdb6939ff" ], "avatar": "https://www.mcgee.com/", "event_id": "eab11aea-38ea-4b0e-9dca-ef7dfd066502", "user_data": "fryenoah" } }, { "similarity": 0.308133259452278, "face": { "face_id": "7c38411e-be00-4c4c-a3f6-081d44a82a17", "external_id": "rzDwmsayaBJeArymQGIa", "attribute_id": "bad648c4-8217-4930-b7e1-3293f4a2019e", "create_time": "1988-03-23T19:24:57", "lists": [ "d460a9d3-6862-497d-af16-0e32fb01d68c", "fece5dbc-da9e-4521-9106-cfdd32562dae", "47f83209-3d24-4350-8030-0c8d2b9920e6" ], "avatar": "http://adkins.com/", "event_id": "1495ca01-f71a-4f58-a4c1-7ba57fdb3510", "user_data": "patrickmorrison" } } ], "list_info": { "list_id": "b69cbfe9-0513-4b2f-95f5-e82230be85b7", "user_data": "826 Knight Overpass" } }, { "candidates": [ { "similarity": 0.396443620107277, "face": { "face_id": "6124ef7e-5bdb-43e9-9dcf-dec16d8e345d", "external_id": "UpdVrOmCtuLJUrzTyuBs", "attribute_id": "e473c362-c51c-45cc-b69b-eaeac5260bd1", "create_time": "1997-05-03T07:12:49", "lists": [ "27c904d1-89f3-4e56-b946-07b28b8e1aab", "ecddce14-2708-4019-ac4c-0ce8d2e589ed", "e1bbba87-c26b-4808-b590-3901c9ce36ca" ], "avatar": "https://www.doyle.com/", "event_id": "d7821c58-c765-4a51-97c3-359fc61f633e", "user_data": "jacob59" } }, { "similarity": 0.2916893376443, "face": { "face_id": "05a36bd8-b2fa-420d-bb49-b1a7034e9efb", "external_id": "RyetqkoEsbUbKOoNszhf", "attribute_id": "d204a13e-6bb7-444e-a126-216d6442ccb5", "create_time": "1983-03-20T16:29:04", "lists": [ "52f0794d-2bfd-4560-bc54-4036bd914cf0", "e8bd4547-e27f-46a2-9179-9a842ed7c479", "ed724482-37a4-4c7a-8b6f-e171967e5555" ], "avatar": "http://www.garcia.com/", "event_id": "e001952f-e530-4e55-afff-0afcf71bfa69", "user_data": "gmartinez" } }, { "similarity": 0.424816600018061, "face": { "face_id": "8e396ba9-e37c-416a-be0d-325210108d03", "external_id": "hUQkwGdOqUnsCoWtYuzR", "attribute_id": "fa103c76-07dc-4007-bbfb-9e83e356855e", "create_time": "2022-04-08T15:37:51", "lists": [ "f626cea9-5e62-428e-bd5d-6687690e660e", "fc29e349-2a39-4d9e-80fd-432fb53f0ad3", "47bc9509-a3db-4655-85cf-e187665fa640" ], "avatar": "http://www.hudson.com/", "event_id": "b45d3822-72d2-4e8b-9f06-37cc0c70b6af", "user_data": "espinozadanielle" } } ], "list_info": { "list_id": "82aaf698-8663-49ce-887b-0248e9573466", "user_data": "12640 Taylor Loaf" } } ], "url": "http://www.hampton-smith.com/", "face": { "face_id": "7f0b0e69-ecc6-43c5-8633-c7cf44c802c5", "external_id": "SeuIRVYwBaSnWMsrpGTp", "attribute_id": "1199b6c6-06d8-4828-ac34-13f9867dc927", "create_time": "1994-03-24T07:21:42", "lists": [ "9a90a833-2b77-45e0-8178-ca2fc7061390", "269238af-b36d-4f45-9266-faf2d0d65df6", "e840176c-22b1-4b5c-b6b3-37e6ab4a8a06" ], "avatar": "http://www.hicks.com/", "event_id": "15579ead-2b6d-44c8-94af-8e99b71e8c9b", "user_data": "michael80" }, "detections": [ { "filename": "sqnsavmcpSmOTWEiWkeO", "sample": { "url": "https://parsons-jennings.com/", "sample_id": "60e8e8fd-cba8-4750-8459-4ba694353ec5", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.81086673129459, "dark": 0.850263563309863, "saturation": 0.843474344425621, "blurriness": 0.71351564266381 }, "rect": { "height": 5215, "width": 977, "x": 8747, "y": 496 }, "landmarks5": [ [ 3795, 8467 ], [ 7497, 3717 ], [ 1461, 5451 ] ], "landmarks68": [ [ 3211, 4980 ], [ 2219, 8207 ], [ 9966, 2123 ] ] } } }, { "filename": "IknrMEetBntOdinISzdQ", "sample": { "url": "https://www.shelton.com/", "sample_id": "946eb53f-3b44-4de4-8f1b-2f0125c130ae", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.375337701949861, "dark": 0.42483606856034, "saturation": 0.716049465475139, "blurriness": 0.46674488478174 }, "rect": { "height": 9610, "width": 8497, "x": 861, "y": 5040 }, "landmarks5": [ [ 2057, 3853 ], [ 7619, 8244 ], [ 4818, 2720 ] ], "landmarks68": [ [ 5183, 991 ], [ 1834, 5835 ], [ 6474, 2758 ] ] } } }, { "filename": "rnWBcRntlKrtSnSLJaZA", "sample": { "url": "https://henderson.com/", "sample_id": "f25df71b-927e-48f9-a4fc-43ae7f87fc22", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.840240988460881, "dark": 0.97690936247436, "saturation": 0.11006539195048, "blurriness": 0.43238447664945 }, "rect": { "height": 5453, "width": 7193, "x": 4981, "y": 1913 }, "landmarks5": [ [ 3804, 9752 ], [ 3078, 9646 ], [ 1743, 6753 ] ], "landmarks68": [ [ 7675, 3389 ], [ 8606, 1906 ], [ 9109, 9725 ] ] } } } ] }, { "samples": [ "916f8d70-9490-4bf1-b62a-dc0fa65491a0", "44c5e5ff-0876-4728-bb9f-f1c7189d542f", "9aafea45-5784-41b4-85dd-a68dee35de62" ], "attributes": { "url": 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