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": 48, "gender": 1, "ethnicities": { "estimations": { "asian": 0.96847856106177, "indian": 0.815484495020223, "caucasian": 0.424803356099802, "african": 0.156988680000344 }, "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://watkins.com/", "attribute_id": "ef7238d3-5d31-4c95-946d-01f6a8cf555f", "score": 0.794558551995888, "basic_attributes": { "age": 45, "gender": 0, "ethnicities": { "estimations": { "asian": 0.52852432946749, "indian": 0.695243349316583, "caucasian": 0.513885598531443, "african": 0.138568104667546 }, "predominant_ethnicity": "indian" } }, "samples": [ "b77ee702-ac57-4898-84c3-c4356d085e2b", "145df31f-81c5-4a13-8584-8849532f57b5", "eeb08dfe-9dd0-4ce8-8fcd-dc3d00e102c8" ] }
- 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": "86634648-b9f8-4338-b364-f56e609a435c", "external_id": "zceYDdIrTlYVwrHxpJoT", "attribute_id": "fc159cb0-7a85-4a90-848b-87fc5cae1895", "create_time": "1984-09-15T09:19:15.632811", "lists": [ "d154525c-e637-404b-9e60-ff7d2152072a", "fc0c3eba-1d26-4cbe-ad98-59b915045db7", "ecbaa577-b418-40f9-a87f-63d5c6844477" ], "avatar": "https://frank-guerrero.com/", "event_id": "c24054dd-1349-4e76-8083-14ae6af36367", "user_data": "laurieevans" }
- 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": "2399089f-c45a-4003-b565-215a0d4a5e4c", "user_data": "9150 Hansen Ridge Apt. 301" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.961344576346997, "face": { "face_id": "da2e0b46-90bc-49c1-867c-b13768b6b9b8", "external_id": "jTjzpnUZjwUXYzAFNfwI", "attribute_id": "27791aeb-2318-45ed-8daf-633c949e1032", "create_time": "2021-12-21T21:55:12.201893", "lists": [ "1b860a1a-f99e-419c-82b9-73fb7efdebc9", "81a8f027-1249-4198-8522-a3d8dc821877", "69d51edf-db2e-41ab-b8fe-fe04dc36900d" ], "avatar": "https://cohen-rose.com/", "event_id": "c311222d-d530-4503-bddc-d44e502961df", "user_data": "shawn04" } }
- 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": 0.59012560730593, "face": { "face_id": "cb0cd884-e520-4843-a1d7-2585a4fd5141", "external_id": "WdUJRPVMpvyBQQXvnZoP", "attribute_id": "08fba544-1db1-4956-8e66-2ad39db4d475", "create_time": "2009-01-02T05:44:17.498360", "lists": [ "3949a12f-c502-418e-b6ae-9ba82eb33fd1", "2125e95c-86e0-47a4-a9c1-89a49bd45407", "379d88fd-4397-40b0-a8e9-0b4714778cfa" ], "avatar": "http://bell.com/", "event_id": "b2fbb04c-6c8d-4e46-8e90-8a30a32b1acd", "user_data": "qhamilton" } }, { "similarity": 0.886723910537315, "face": { "face_id": "65088260-2146-45c1-b421-ee7ae108057c", "external_id": "UDPFlOPRtDaduwpECQua", "attribute_id": "4a8fbc98-e57e-4754-bc21-229f40fad292", "create_time": "1981-12-22T07:49:42.040389", "lists": [ "318de511-c823-4aad-87b3-0dec88c52e74", "0279d4a9-b0d1-4a4b-bee6-9061e1e4f8af", "92a50f53-465d-4e24-9349-a5cec6383940" ], "avatar": "https://www.pollard-tyler.info/", "event_id": "398013d0-b4cf-45c6-a1ca-f11c2ca2b747", "user_data": "jessicaschwartz" } }, { "similarity": 0.382397307622519, "face": { "face_id": "cb33a2d2-ac00-4738-a536-78c16279e62c", "external_id": "gvPzEnRszLjeBFACAhlW", "attribute_id": "8f0d9f21-2313-4df5-ba61-17878f966e89", "create_time": "1971-01-07T16:45:19.612426", "lists": [ "393e8757-11d0-4221-97cd-605d7da2d2f1", "c9369db6-a12c-4165-93a5-e652dff49202", "330e3674-ca88-49de-bc17-7b9a32ef0b19" ], "avatar": "https://www.smith.com/", "event_id": "29605905-5a2c-4911-b11d-7360341bcc56", "user_data": "peterssarah" } } ], "list_info": { "list_id": "cca3d858-3628-4205-9fbd-dce2bc8f314a", "user_data": "480 Henderson Locks" } }
- 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": "e40d312e-038e-4779-9c22-b6d342762c7a", "Luna-Request-Id": "AsZBljNUJFnCuztcVOQc", "events": [ { "samples": [ "25d29dc9-18d5-4918-9722-b65ea51ce755", "f32d0a11-47fb-411a-a82e-b1c34ccb6521", "e05fa40e-1fc5-4040-97eb-d23bf052ad6d" ], "attributes": { "url": "http://www.norman.biz/", "attribute_id": "f7817ba9-2149-427d-873e-520eb468c509", "score": 0.912827326893982, "basic_attributes": { "age": 5, "gender": 1, "ethnicities": { "estimations": { "asian": 0.51707947921486, "indian": 0.577441000915236, "caucasian": 0.730131487183025, "african": 0.279190138994849 }, "predominant_ethnicity": "indian" } }, "samples": [ "1ff70cbe-eafc-4b3b-9aae-3d09bd01de6f", "1502dac3-0146-4f69-ac69-69e9bc23b2e8", "c3251ce6-9069-4c15-ae1e-1bd2c8f4f015" ] }, "source": "23949 Castillo Freeway Suite 654", "tags": [ "PVvdadrRBWqCLMHzezVJ", "aYiZdJQrTbcpGeODoysJ", "ERXRFDekHDsAMwIGHWNE" ], "event_id": "fc7abca1-ef25-4801-8456-066813c97658", "match": [ { "candidates": [ { "similarity": 0.871482308316363, "face": { "face_id": "9476bbe2-9e6f-441b-be47-c50931541132", "external_id": "JBWWvSMfxhJDrRZgNSdH", "attribute_id": "e8e2e1ee-1b64-4390-a480-48e27edf5c1c", "create_time": "1976-02-03T12:24:02.483209", "lists": [ "f45ce5ad-d61c-4d16-86a5-8dff61b9f229", "058df010-5020-4be1-9bdc-10f7ba464c27", "a7b84476-499d-4b84-8205-7a22fae671c8" ], "avatar": "http://www.lopez-adams.com/", "event_id": "a7c01ad2-c4a8-4e33-b8e9-b162a0cb9bbd", "user_data": "davenportdavid" } }, { "similarity": 0.421056134108417, "face": { "face_id": "726138f2-9e3c-4fbf-9a95-da767560d014", "external_id": "tVGuwAfZLXVpGGrECzcw", "attribute_id": "0d1ea790-20bf-486f-a098-626d6a9b2da0", "create_time": "2018-08-10T21:25:59.772599", "lists": [ "7df79b3a-88f7-4cb3-9092-bf19a9b9f6ce", "f533eefb-53e5-475b-937e-535eebc73cd9", "4bef9ed0-2876-40c3-be70-422061d148d1" ], "avatar": "http://brown.info/", "event_id": "c2fdbebb-df34-41dd-849f-7c3f564f8ed7", "user_data": "nmccormick" } }, { "similarity": 0.6327305354668, "face": { "face_id": "004c40cc-9b91-420e-b8f0-c32620650ff2", "external_id": "lGEAWZfxqShhicUweyiQ", "attribute_id": "87b16608-3144-4937-a858-367e15c49b2d", "create_time": "1982-05-14T05:18:51.957801", "lists": [ "40374f88-abd4-4765-bdde-6ff18b02f917", "f89e08e0-4bfb-4214-8296-51ee3fe69d8e", "78c8b740-d0f6-4578-b696-a24e19c6e272" ], "avatar": "http://campbell.com/", "event_id": "f8b6c919-c77a-4242-88e5-b9b6ffc67bfd", "user_data": "angela72" } } ], "list_info": { "list_id": "65bc925e-b438-41dd-a1ac-5af0ed1aaf0f", "user_data": "2930 Valencia Burg Apt. 159" } }, { "candidates": [ { "similarity": 0.685089000330829, "face": { "face_id": "360a6e22-bafc-4b2f-8e40-412a063d7ac2", "external_id": "MeNAWeQoUqdxaxwMYWwB", "attribute_id": "a36589a4-a00f-4890-920a-6d0133c16d98", "create_time": "2014-02-10T14:15:35.741927", "lists": [ "3306b3a8-b8ec-4f02-a11d-fa9d2b469959", "cbd82033-05d1-434f-bb30-9628588737ff", "c10ed2f6-625e-46a9-b2c6-b9eef8fef0f5" ], "avatar": "https://www.mills.com/", "event_id": "b1fea349-387e-40ea-a0fc-406dff65135f", "user_data": "bryangonzalez" } }, { "similarity": 0.191954973972244, "face": { "face_id": "b84ae371-d93a-4c28-bcfa-1e4379e21ea2", "external_id": "GyfLXteABiachiqpnUAW", "attribute_id": "e4b48959-7d6b-4f76-b695-9d188c41ae77", "create_time": "2023-10-21T14:10:25.079169", "lists": [ "d14cac62-5726-4f07-88a3-6a33cf2902bf", "682d1205-b911-4103-9ee0-2792dd7e4362", "e2b23dc4-73f3-4602-9a33-b9425c1f9e64" ], "avatar": "http://www.lee.com/", "event_id": "402779f7-527e-44c5-bfbb-de8ebc8d2372", "user_data": "alejandrostrickland" } }, { "similarity": 0.5060532059515, "face": { "face_id": "2444cab1-d04c-47f9-8e1f-5f0a83c093a1", "external_id": "QeDwiEgqNswTgoEWRPAN", "attribute_id": "41b120d5-563c-460e-8a00-63a50d6fe562", "create_time": "2003-10-31T12:38:52.848227", "lists": [ "a0b5c13a-ddd5-489e-8a91-adaae005a897", "1c54c0c8-c2d7-4a2e-81c8-68cf17014ddf", "44e468b1-d344-4a3a-9b58-868ba73e5ed7" ], "avatar": "https://www.alvarez-mayer.biz/", "event_id": "a5999d79-31f0-4def-9d67-716fabd725be", "user_data": "michaelmoses" } } ], "list_info": { "list_id": "3076e44b-06d0-44df-b49a-f99a6da62ad7", "user_data": "632 William Plain" } }, { "candidates": [ { "similarity": 0.752811527578817, "face": { "face_id": "1750c8db-fbcd-4137-a36e-f27c95738059", "external_id": "BSHkZsqaIjqFaYavhBIc", "attribute_id": "2abd3cc9-1fa3-4756-b3ca-2523cff8555e", "create_time": "2012-05-07T09:02:51.848934", "lists": [ "51196764-a85d-4bd6-aba5-b633c066f291", "50825b85-7894-47ff-a289-1647c05c2cb3", "2fd08217-27cf-46a6-9ef9-b983d9b33534" ], "avatar": "http://ware.com/", "event_id": "35ed8cc7-7342-476c-bcb8-d0d40e88130a", "user_data": "spratt" } }, { "similarity": 0.579746661119686, "face": { "face_id": "e93ebabe-00e8-4396-8bb1-cc8252130c8b", "external_id": "LfYAQxWVAxIQVOegtmJf", "attribute_id": "813f9323-4e41-468e-800f-6f82becf857a", "create_time": "1973-12-13T20:29:21.220162", "lists": [ "59db787c-5da5-4443-8fa3-7aec297d856e", "f1e1e2af-7580-4198-9c9a-21884246051a", "5489a3c9-6d8e-4cfb-8c74-70b04892da18" ], "avatar": "http://rodriguez.org/", "event_id": "2b866dbc-f796-4f04-80a1-7b15a7712aa1", "user_data": "qfowler" } }, { "similarity": 0.563893105182951, "face": { "face_id": "a3841c86-a3a1-4d73-9b1e-dce8514916a7", "external_id": "kzAXGkMgMTVFwUTZSKTt", "attribute_id": "6496a540-7737-4046-a3bf-6ba4e69c78e3", "create_time": "2000-01-19T16:57:11.959381", "lists": [ "1490beac-3194-418c-8dda-7b0e9160ecf2", "df256c25-b7ca-46e4-a53f-3f79ebb4cf8b", "2337ea05-6b2a-4207-994d-0d7c3d4d1a5d" ], "avatar": "http://russell-daniel.com/", "event_id": "ce3291e7-2137-4df8-86b8-4ff0d53d44cb", "user_data": "harpercourtney" } } ], "list_info": { "list_id": "4920df99-4e3b-4ede-af23-f58efcbe1279", "user_data": "0833 Katelyn View" } } ], "url": "https://www.king-johnson.info/", "face": { "face_id": "4a7beaf3-1fa6-4926-a720-e90d60d299ee", "external_id": "dWGoehHJAiYFSbExJQyX", "attribute_id": "2cb0fc8b-57e5-442f-a963-88ca080bfecf", "create_time": "1970-08-27T18:30:10.560493", "lists": [ "f24b502e-15c1-4123-927d-50ae0103d88c", "d8858762-217a-41d6-abde-b606a64a87d0", "b67182c7-9fb5-4463-860f-833e315c56b3" ], "avatar": "http://www.bradley-bush.com/", "event_id": "3e64f949-b974-48e8-906c-08ef833f5543", "user_data": "omiller" }, "detections": [ { "filename": "XmOUxgjBMNletmwkduzw", "sample": { "url": "http://www.martinez-lopez.info/", "sample_id": "a1f96f50-d956-49ce-afb0-1411da558651", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.49268372973224, "dark": 0.936039208840227, "saturation": 0.621597640796687, "blurriness": 0.450753181696078 }, "rect": { "height": 9944, "width": 5244, "x": 9132, "y": 7285 }, "landmarks5": [ [ 39, 2301 ], [ 5518, 4629 ], [ 6015, 2125 ] ], "landmarks68": [ [ 2341, 4976 ], [ 6321, 3093 ], [ 4223, 5003 ] ] } } }, { "filename": "hlOrVJUeCkbnEyOeMxCa", "sample": { "url": "https://christian.com/", "sample_id": "d3d2cdd1-7cc4-4463-a12b-e37559339c33", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.184634508286382, "dark": 0.759771011856839, "saturation": 0.99721160542212, "blurriness": 0.231465047436744 }, "rect": { "height": 8029, "width": 4075, "x": 1057, "y": 9400 }, "landmarks5": [ [ 674, 3385 ], [ 4680, 2689 ], [ 5602, 5740 ] ], "landmarks68": [ [ 4124, 8177 ], [ 1229, 4356 ], [ 6442, 2742 ] ] } } }, { "filename": "lzSQVraYtkiliyykflOw", "sample": { "url": "https://garcia.com/", "sample_id": "bfc05356-a9de-4adc-95c8-3487afea9fe9", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.697628742032674, "dark": 0.673136816592091, "saturation": 0.777447252934564, "blurriness": 0.816387320216475 }, "rect": { "height": 2191, "width": 3680, "x": 9114, "y": 7007 }, "landmarks5": [ [ 3313, 4399 ], [ 1399, 766 ], [ 4731, 1003 ] ], "landmarks68": [ [ 9131, 7064 ], [ 6198, 6684 ], [ 5056, 8445 ] ] } } } ] }, { "samples": [ "6d111714-793b-4fec-bb39-b6d2f6fb5037", 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