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": 95, "gender": 1, "ethnicities": { "estimations": { "asian": 0.175540764574, "indian": 0.86152653193528, "caucasian": 0.747568721011602, "african": 0.759395388096927 }, "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://robinson-hardy.net/", "attribute_id": "1abe5a4f-7636-487e-b03b-260060be181d", "score": 0.776334681901772, "basic_attributes": { "age": 55, "gender": 1, "ethnicities": { "estimations": { "asian": 0.597891047358089, "indian": 0.887667078260703, "caucasian": 0.223982549542844, "african": 0.87127921072725 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "a1c14a90-de6c-4cc4-a8c3-e0f6887e94bf", "31a686fa-436f-4204-91dc-2dc5625f9f0f", "92571f70-d679-4598-a415-7502c157bada" ] }
- 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": "e3d10d50-f1cc-4559-adb2-ecfb5aec26bf", "external_id": "WopdrmZDfBRHUruhNnNp", "attribute_id": "9329e8d5-2276-46f0-a163-e17f1e704749", "create_time": "2001-05-15T08:11:29.784950", "lists": [ "c93e9149-58e4-4bf9-b501-8de14c76c303", "4016b17a-fd8d-4758-b899-a37c315a86c6", "2acded46-3fdd-4852-ab60-5571379670a2" ], "avatar": "http://www.levy-levy.biz/", "event_id": "08e4bbfa-4904-496b-94d3-6f20728b05ea", "user_data": "natashaharris" }
- 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": "f8979bc4-bc60-4fbb-8773-f0fd3a368c6a", "user_data": "973 Ruben Roads Apt. 549" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.472310791221963, "face": { "face_id": "2b50764e-5f77-414f-8ceb-0e9e506e12c3", "external_id": "UXmcWuFTpfvEBXpvSYRI", "attribute_id": "3673917c-f789-4f9a-9695-510324e6bb8d", "create_time": "2013-01-13T15:53:46.674925", "lists": [ "4abf136f-a4a4-4f50-a05b-aad6bf6a3db7", "e21b931b-f01e-4fd9-bc1b-cc6054d3e522", "94923d5c-cbed-4307-a107-e48f46308642" ], "avatar": "https://www.munoz-rodriguez.com/", "event_id": "770d3782-973a-4381-abc4-af3efc3a168c", "user_data": "hernandeztyler" } }
- 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": 0.710364395789844, "face": { "face_id": "03e1601e-52e7-4702-bebc-de89e041dccc", "external_id": "oNocOrAbDnsVrIbpmmad", "attribute_id": "96913e10-3dc8-4783-91e8-4ea3e3604a57", "create_time": "1970-08-17T10:46:13.941157", "lists": [ "284f3000-707f-4b29-afec-904472a8290f", "6f3019c1-ee99-443b-9c31-f92f151e9f77", "faba56ac-a9d4-43d0-b7b3-9e3b351bddd4" ], "avatar": "https://durham.com/", "event_id": "75f9d701-7094-4c9e-88cf-0f5701802290", "user_data": "shepherdtravis" } }, { "similarity": 0.579488880782041, "face": { "face_id": "bb85059a-5e18-4dd2-963e-0a2373e666b3", "external_id": "usBekTCclWouinqrhuEU", "attribute_id": "b372e644-183b-4e68-80a6-19e93cdbc9e1", "create_time": "2020-03-31T08:42:59.655732", "lists": [ "bbf75989-9f44-41c3-b4c4-6038bad66e16", "9c75049f-e604-41b8-aa03-35a5669792b8", "72a090a6-5ce7-49bc-abbc-62005a28eb48" ], "avatar": "http://www.bell.com/", "event_id": "8635e7df-bfa3-4146-9dfd-ef0a35cd6017", "user_data": "lindamiller" } }, { "similarity": 0.408462826366029, "face": { "face_id": "e4cecdfc-9807-4ee0-8d2d-dfea7538708c", "external_id": "dmpfEsVfedkcwykANxkN", "attribute_id": "9ffbf959-6976-476f-9d25-f23a88cd4371", "create_time": "2012-12-06T00:49:28.205586", "lists": [ "6087cc07-4b5f-4511-8534-fe1cd7347aeb", "cc405444-acaa-41c8-a3b3-2a43f94d7745", "aee2d562-e325-4585-829f-4d8b140b4f9a" ], "avatar": "https://www.simpson-ramirez.com/", "event_id": "19c5ed6d-250a-4bdb-8043-3499f2a6363c", "user_data": "david90" } } ], "list_info": { "list_id": "b625f4a6-f638-48aa-bf10-b01d1626b4cc", "user_data": "9404 Donald Mission Apt. 576" } }
- 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": "879893f9-d2a1-497b-8dfc-4054ef7d6e79", "Luna-Request-Id": "bMSIjKWAeULNzLbjYSdG", "events": [ { "samples": [ "df1718a4-5e0e-445b-bb18-2b2e7107c30c", "c710f39d-4ca4-4867-8e5a-057dda955743", "9feeaa01-d13b-4f0f-ba92-c514a42c336a" ], "attributes": { "url": "https://www.evans.com/", "attribute_id": "f21f2adc-eec9-4b2c-95ac-6447a2151deb", "score": 0.451856796088294, "basic_attributes": { "age": 75, "gender": 0, "ethnicities": { "estimations": { "asian": 0.81154819453402, "indian": 0.333579890582924, "caucasian": 0.509322324590744, "african": 0.80252588674341 }, "predominant_ethnicity": "african" } }, "samples": [ "a3951f98-43fe-4bfb-a65b-2044b80a0760", "516a5eb8-19c2-48b3-8b03-4935119ea3f4", "1a95d405-e44e-42fa-b87c-d0b6a4138d56" ] }, "source": "0925 Rose Glen Apt. 421", "tags": [ "mdAMdaESxqKcAuwuPFBG", "lBteHFCVHsLDVkTNwNZw", "vcDUnzdOzWAGNYvHDaIH" ], "event_id": "2ae93a22-a646-49fe-96e0-97def76e3a9a", "match": [ { "candidates": [ { "similarity": 0.510310776624007, "face": { "face_id": "4498e822-4a62-4c3a-9a24-999462162869", "external_id": "sCfEfAcUUTyuRvaxqshk", "attribute_id": "e655bd3b-08d5-4c34-a3b8-b61cf3e526d7", "create_time": "2020-03-10T00:36:02.026692", "lists": [ "fcf4f393-f7e2-40b5-be8b-29231cbccf2d", "00af91ca-2001-49a0-b247-6a062bf3ed2e", "344ba900-3348-446f-9088-5698a78b4bc0" ], "avatar": "http://www.white-johnson.com/", "event_id": "88259f64-7a11-4e2c-b5da-3466e6a39875", "user_data": "brandon50" } }, { "similarity": 0.793570993935087, "face": { "face_id": "91ad463c-8cf5-47f4-9c1f-3640f8c088d6", "external_id": "trXfvyuexgqSoWlnCxiA", "attribute_id": "c676f8ab-e140-44ef-bbe3-450bf13d476a", "create_time": "1991-04-05T04:36:17.365873", "lists": [ "61425a12-1f0e-4cbe-a03b-a62fe9cd7283", "209e8082-9028-4eb2-a0b9-8ec8efedfc26", "1398cfdf-ef40-40ca-bdb0-700a509aad4c" ], "avatar": "https://campbell.com/", "event_id": "9b19f263-7328-4a8c-a5db-182964372662", "user_data": "bgallegos" } }, { "similarity": 0.989062773043248, "face": { "face_id": "bf7a73ac-09f8-4c1a-9aa7-24c2152d5283", "external_id": "nXmhAgzGFWacQXWPPeAP", "attribute_id": "ec3e2d1c-504f-402e-b271-75d592375527", "create_time": "2018-09-13T19:29:22.618729", "lists": [ "3c69d04a-8326-44ec-a716-aad016426827", "6d2094ab-ac30-4c4d-b48c-d31da4fb4f8c", "c845f57f-ce52-4832-9637-89230ccef456" ], "avatar": "https://www.fowler.com/", "event_id": "8346159f-4770-4ec2-b43d-96711fed36df", "user_data": "allison13" } } ], "list_info": { "list_id": "3d5da86c-50ee-44a9-9677-0a5087247781", "user_data": "9003 Jeremy Knoll" } }, { "candidates": [ { "similarity": 0.11659260517233, "face": { "face_id": "54512edb-117e-4fed-80a1-fcc93526984f", "external_id": "TkmWiXuMDKihdecYybsy", "attribute_id": "175b321f-be10-469a-afb8-a3c698742b2c", "create_time": "2010-12-09T15:41:01.168728", "lists": [ "ee8cd8bd-672f-4bc9-a127-ed1dcb2388d2", "5c2ed6e4-7204-4bfd-8244-96cc160c159d", "116c8ae4-b314-4ebf-9318-e133e1a218f3" ], "avatar": "https://sanchez-sanders.biz/", "event_id": "7e277115-f9b6-4640-a779-154190f22c9a", "user_data": "gloria37" } }, { "similarity": 0.774245593015156, "face": { "face_id": "a6bc3943-d02f-4bce-9c96-5cc820667dac", "external_id": "TNpnRMTlHvSWfEMlPYGH", "attribute_id": "4c04f59e-4e25-4ca8-96f9-8a0c23d7f918", "create_time": "2022-11-29T13:17:00.567242", "lists": [ "aa0798a5-4acf-4c33-bf3f-fb9d22b9cd1a", "857b7581-506c-4abe-8709-c300d6026cea", "dd056e0a-eff7-4acc-899e-14514de9579b" ], "avatar": "https://www.anderson.com/", "event_id": "2f864e1e-27e5-4100-9842-53ff6da43496", "user_data": "vkelly" } }, { "similarity": 0.21516316463656, "face": { "face_id": "a178bca8-bdc8-4dce-a8bf-59bd7b3158e4", "external_id": "fBSOBCWUpnkMsiOAYAdF", "attribute_id": "b42b32ef-c614-4b18-a869-f5da2ce823b4", "create_time": "2020-12-31T17:28:15.265433", "lists": [ "9ca76809-d220-4017-82c2-c8cffa53ec92", "4a094cad-5467-45d8-a714-093e83a9900f", "2eced620-f99d-4c7f-b608-32eb05d6777a" ], "avatar": "http://www.bailey-mitchell.org/", "event_id": "19613dd1-c9e2-4d3f-b7cd-f5b3a934c736", "user_data": "thomascarroll" } } ], "list_info": { "list_id": "2deb57f8-d483-40e9-b488-d0644eccac13", "user_data": "40007 Mullins Via Suite 727" } }, { "candidates": [ { "similarity": 0.475777027978848, "face": { "face_id": "c52b9f60-f333-4df4-95cc-35b8428cb21b", "external_id": "uKBiYpQCxFdZMQRpbYKX", "attribute_id": "ecc99f3f-8364-47b0-b654-8c5908341c74", "create_time": "2002-07-15T19:15:20.463470", "lists": [ "39721150-7127-4ab6-859f-c54ae6ae5154", "18f04967-81ba-4e9d-bbc8-d31d00976ca3", "84659f0b-1c7f-4410-a46f-baec476d5aad" ], "avatar": "http://www.doyle.info/", "event_id": "94d3c810-5c85-498c-a1ae-1d11c3836140", "user_data": "pamela99" } }, { "similarity": 0.362190145113657, "face": { "face_id": "3c8d60c5-212e-444d-bbca-06572d3ae25f", "external_id": "RDtAADgOsfeiuVodtyek", "attribute_id": "b663f4bd-6cb0-44ac-8151-ddcb7348f699", "create_time": "2020-10-18T12:02:10.318250", "lists": [ "eacf1b6c-cabf-43fb-8431-e441d1ca4263", "5841a6c1-13b2-4ecf-b3e3-40041939480d", "6442fb5f-1764-457c-86be-b092245b9d36" ], "avatar": "http://www.pittman.com/", "event_id": "585829e9-6b56-41e4-b35e-8d0834d973b8", "user_data": "brian67" } }, { "similarity": 0.170541772014617, "face": { "face_id": "a4166f21-4663-4808-a579-af8f14a08035", "external_id": "jtLzPlRmlngKkPolYqWi", "attribute_id": "c28c2fbe-7e6e-4e1b-befe-3a082e70a2b4", "create_time": "1984-04-07T07:17:00.789534", "lists": [ "6abed25f-553c-4d56-9de8-57f938c3b745", "92b3d1f8-06de-4b21-bf27-ce86f408f27e", "0ec971dd-517d-4757-9366-1bd554f48d0f" ], "avatar": "http://mills.com/", "event_id": "af01d0f1-f550-4cbc-99be-46604cd35f9f", "user_data": "christopherpaul" } } ], "list_info": { "list_id": "c6d782d8-1e68-47f6-b9fe-68fef7f0c194", "user_data": "61091 Clark Lakes" } } ], "url": "http://www.ross-atkins.org/", "face": { "face_id": "5f8c54f7-16f8-42c9-b41d-7869ecc2bc28", "external_id": "cDeSfrdsaLgIGWFVvQYr", "attribute_id": "6d8f17ee-77b3-40da-99a4-df0e4d6dd863", "create_time": "1986-11-24T18:18:54.892765", "lists": [ "8aadf467-e85f-4472-8742-72300bea2ee2", "84234635-57a7-423a-885b-899db1c8f245", "b0761ef9-3d3a-4419-988f-38fdc391e9fd" ], "avatar": "https://patterson-young.org/", "event_id": "faa1e047-fe5d-40a5-8747-4cc361506444", "user_data": "kevin29" }, "detections": [ { "filename": "umdBIVPnhragiIdXptHX", "sample": { "url": "https://www.weber.com/", "sample_id": "7c26faef-afb5-4832-a8de-1e7049dead8e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.33630449387798, "dark": 0.655680904504584, "saturation": 0.514844255950357, "blurriness": 0.955073239201395 }, "rect": { "height": 3537, "width": 4553, "x": 2900, "y": 2997 }, "landmarks5": [ [ 8829, 6836 ], [ 1319, 7124 ], [ 2526, 3864 ] ], "landmarks68": [ [ 3349, 4095 ], [ 6891, 7000 ], [ 7338, 5028 ] ] } } }, { "filename": "ILbzRXniOIwdIOoGRYqW", "sample": { "url": "https://www.tyler.com/", "sample_id": "84d7dee0-8403-43ab-b61b-0a15d04437fa", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.83017163450234, "dark": 0.719295945412023, "saturation": 0.799589087324719, "blurriness": 0.361287398016596 }, "rect": { "height": 2648, "width": 3956, "x": 877, "y": 6156 }, "landmarks5": [ [ 3372, 4352 ], [ 9676, 5007 ], [ 554, 5207 ] ], "landmarks68": [ [ 8529, 518 ], [ 3824, 397 ], [ 1204, 6216 ] ] } } }, { "filename": "MrWlKkUuAAMeCrRFpVSl", "sample": { "url": "http://www.rivas-cochran.com/", "sample_id": "7ddd4985-8394-4dc1-b371-24bd4c6da179", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.998543446143289, "dark": 0.512767941888192, "saturation": 0.277647736889269, "blurriness": 0.527372013097541 }, "rect": { "height": 1168, "width": 2719, "x": 3607, "y": 732 }, "landmarks5": [ [ 1732, 1390 ], [ 7662, 1404 ], [ 783, 374 ] ], "landmarks68": [ [ 2948, 5146 ], [ 4118, 8961 ], [ 9821, 1400 ] ] } } } ] }, { "samples": [ "5870943e-1700-46e4-b31a-e802e56ee5dd", 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