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": 87, "gender": 0, "ethnicities": { "estimations": { "asian": 0.375081698898521, "indian": 0.880113364279292, "caucasian": 0.439537369590043, "african": 0.522801717431926 }, "predominant_ethnicity": "african" } }
- 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://simon.biz/", "attribute_id": "cfdb76b2-cdbc-4f15-9cdb-c092f279d86e", "score": 0.377129450250125, "basic_attributes": { "age": 73, "gender": 1, "ethnicities": { "estimations": { "asian": 0.191038897299419, "indian": 0.789660611950295, "caucasian": 0.885702349543637, "african": 0.98428321435199 }, "predominant_ethnicity": "african" } }, "samples": [ "ccab3850-9862-459c-a2fe-58620143dd11", "ce8a364a-ab2b-4f20-87cc-2321758dc7c5", "ddb7b06a-d2e7-45d3-bd35-d0adbe4a2f9a" ] }
- 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": "ffec7e97-c58c-4dc1-835f-b8d361cf8d54", "external_id": "CSNOuVKmVVSsIXPwCxoq", "attribute_id": "3728e24b-5794-4290-a3dc-ed260ce0c9d3", "create_time": "1989-08-20T01:08:10.088146", "lists": [ "6e281245-5366-4eff-b19f-c797ce033cbf", "90ad6c12-6411-4ad3-b230-15b857d9261c", "34337975-b8ed-46d1-8a87-f167a5297197" ], "avatar": "https://www.hines.info/", "event_id": "8b8f572f-28c0-4a13-b5b2-c124bb3eb2cf", "user_data": "foxkathleen" }
- 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": "87c378de-ef50-4311-8a20-c0f5138a3f80", "user_data": "6939 Perez Passage" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.832345246949159, "face": { "face_id": "bab06859-bd88-4302-ae32-f91b62b5be40", "external_id": "UZgKHwAdeToAgbqSvYrd", "attribute_id": "71b3202d-918b-4383-95b4-788a545cca41", "create_time": "2012-01-31T05:26:39.455982", "lists": [ "ce0f1fc0-4e26-405f-a144-19142906eb9a", "7a3b24bc-b77c-4aa7-a828-d8f150254c28", "b032ccea-57b1-4066-b816-3d4fde92111d" ], "avatar": "http://www.valdez.com/", "event_id": "d8041f07-af67-4f05-8403-428c68e852a9", "user_data": "lori27" } }
- 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": 0.408129478317761, "face": { "face_id": "60c5b04d-d2ce-418c-a521-3959bb1cb31c", "external_id": "PWOGisqxaOGXDMIyrxYk", "attribute_id": "1497f7bb-6cf8-4104-92ac-87c9468b82b7", "create_time": "2022-07-23T19:43:23.088696", "lists": [ "f2a1bcae-e63b-4e86-8c1c-4ac141bc7bde", "8bbbd890-8aec-4ea6-a0d2-c8472076b246", "9793be99-3b85-49ba-8a5d-31d4e41fca08" ], "avatar": "http://www.smith.com/", "event_id": "6e9c118e-4808-483a-94fb-b47fd1e0add1", "user_data": "aware" } }, { "similarity": 0.95360276877537, "face": { "face_id": "4626ebd5-526a-4d1e-a11b-422da28ce659", "external_id": "CJmXpkOWVbrHzAvDienX", "attribute_id": "0c2c2cab-efc2-4651-8391-6cc965870eeb", "create_time": "1977-08-11T14:36:19.124760", "lists": [ "14a21df6-5c18-4410-ae72-516042d484e6", "0f268196-50b6-42af-91fe-ccc9c55dca1b", "98e7d7d5-e62b-45b8-8c12-1c78fe7848f3" ], "avatar": "http://thompson-wilson.com/", "event_id": "b6aa3870-149a-4029-a403-b90fe87cfae8", "user_data": "david81" } }, { "similarity": 0.746013112735362, "face": { "face_id": "18c85e6f-e1af-4aa8-a4d5-3a843686dea0", "external_id": "qjAgeHtVOSFCLVPluVXw", "attribute_id": "3c5ccf2e-32e0-43ac-bbef-e4ab5d1b6dee", "create_time": "1992-07-31T22:06:14.996905", "lists": [ "633b1ee6-595b-48c1-aa00-34bc7976af2b", "cdf96469-6537-4df5-acc1-ee7b964ae01b", "89cea0fa-05c4-4769-bd5c-c0f6603de7a9" ], "avatar": "https://foster-taylor.com/", "event_id": "3e324130-e696-429d-b08a-c51b911e4ebc", "user_data": "amckenzie" } } ], "list_info": { "list_id": "7d646408-ea54-4ab3-a0b1-0a2bacdd2d02", "user_data": "99061 Hall Unions Apt. 198" } }
- 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": "d40cef19-d6a5-4c37-b6f5-8aa3fa1f1529", "Luna-Request-Id": "yciSaTZYupdxZoCqqhaq", "events": [ { "samples": [ "f87c98fd-747d-4087-8018-937bb580c2bc", "2bc2c336-868a-4645-90d5-4cf966b07428", "4f65d12b-a275-4d86-89ae-211790c0ae4b" ], "attributes": { "url": "https://www.rodriguez-boyd.net/", "attribute_id": "cce984a7-500d-492c-a0ef-21891c4bae26", "score": 0.624581156796513, "basic_attributes": { "age": 59, "gender": 0, "ethnicities": { "estimations": { "asian": 0.118884878669034, "indian": 0.56897702556583, "caucasian": 0.127534450771255, "african": 0.838663808544124 }, "predominant_ethnicity": "african" } }, "samples": [ "347c71ba-741b-47e5-b823-590ed23af02b", "c708c10d-e1cd-4d4f-8035-6286850760d8", "8132bbd5-a585-4c41-849a-355b3c97588b" ] }, "source": "32772 Ronnie Land", "tags": [ "OEfQBKWhqpHCJLFkYvei", "IECXOaxKbrikjcbhDIDt", "vZHNwCLotgxZMAYipyAm" ], "event_id": "5f2bb691-f2d7-4cb5-96ac-9183ef48c347", "match": [ { "candidates": [ { "similarity": 0.989426709549869, "face": { "face_id": "283f0770-5885-4ec2-a09f-0fa32d24a6d4", "external_id": "yrjipGJqDBjZrRyIXWEH", "attribute_id": "0a3f5038-6482-4116-85b4-5dc89747cbf1", "create_time": "2006-06-16T05:07:50.565908", "lists": [ "a4287d33-67e9-4011-8df5-ca5c96901971", "b98ffc58-36d5-467c-a43f-3a506bfc6c21", "c43a4cf8-e7a5-4987-baf6-e4ecf0a462d9" ], "avatar": "https://www.bentley-smith.net/", "event_id": "2e5950ce-f91b-41b4-8ffe-d000a17083e9", "user_data": "nberger" } }, { "similarity": 0.47767726843821, "face": { "face_id": "aa6e9282-ccaf-49e9-ab04-438a2d397b9b", "external_id": "LkBXCkAuFtqEWNnhGehK", "attribute_id": "4723ea06-51b4-439d-affa-3003203cd3d7", "create_time": "2013-07-11T17:46:04.992145", "lists": [ "437634eb-f2cf-40f4-bfe9-23317acf4a62", "92fb74a6-6fcc-4af1-baee-0b89c55ab2f6", "29028264-71b8-4b92-9c3b-f037346feaef" ], "avatar": "http://www.yu-ryan.com/", "event_id": "38c32c83-28be-4868-88fc-736330974446", "user_data": "hreyes" } }, { "similarity": 0.199928099274631, "face": { "face_id": "a18e0303-12d0-4dad-bc4e-c44c19cd217e", "external_id": "oJhFCFKKTusRYwyKgOUl", "attribute_id": "2cab14cf-9d06-4365-bd95-a508f0b19c55", "create_time": "2012-03-25T19:29:38.822556", "lists": [ "b2b91348-c316-4368-8126-c1efd7b80f4e", "9b8943dd-2e71-44af-b8ef-2e3288ca0174", "db5a5978-0a71-4d37-9996-8cf0929dcb43" ], "avatar": "http://www.woods.com/", "event_id": "e24b3623-c27a-4ce1-97b3-baa35fa21e0c", "user_data": "mharrison" } } ], "list_info": { "list_id": "3cb95876-5353-43c9-92d2-7cc9a7831012", "user_data": "300 Palmer Wells Suite 795" } }, { "candidates": [ { "similarity": 0.287315192988073, "face": { "face_id": "068afab5-4d1a-44a2-bcd1-0008a5be609b", "external_id": "HNzeOtUsBbQrgYcTfwEz", "attribute_id": "a9ff5db0-945f-4373-b3cc-d56ae850218d", "create_time": "1979-05-29T17:12:52.720431", "lists": [ "01901a6f-328e-4987-92c5-3f8651571895", "3cb2a754-06f4-490a-9754-1184fbb0f82d", "e46fc596-dba3-4cfd-84ec-3f3299a0b8f3" ], "avatar": "http://www.oliver-rojas.com/", "event_id": "670345c2-188e-419f-bbee-51da68110a1a", "user_data": "frivera" } }, { "similarity": 0.235961482728594, "face": { "face_id": "3afe61cf-723b-4c9e-bd50-546cde31dbd5", "external_id": "DDRvRrqtRrVFgdSVcVpi", "attribute_id": "d4dc9dfa-f022-45cd-98a0-23ab985d1830", "create_time": "2023-10-29T01:12:29.394773", "lists": [ "cd229857-93ac-4f83-ba93-5d292d3d3102", "0b97f13e-4dd1-434d-bba6-8f28713ae745", "4bd87b13-ca5c-48c6-a96c-1abddd400e1a" ], "avatar": "http://petty.info/", "event_id": "d245b891-3a4f-4ce6-95e4-47ae0f7f84d8", "user_data": "michaelwade" } }, { "similarity": 0.810528281976443, "face": { "face_id": "d6a214a8-dcf9-49aa-b40e-1fbd2772c1d8", "external_id": "AjNzenwKTuVAQVKpDuve", "attribute_id": "db7de6d6-5679-4866-a239-8c156c41ddca", "create_time": "1995-09-07T09:21:53.266691", "lists": [ "d86a2af5-e320-4bdf-95c9-b3f3f91aefea", "4a718137-de57-4f4f-9c6c-a1589fb3879c", "929d5f30-082c-457e-8c61-dc6503e1f7d1" ], "avatar": "http://www.price-mills.com/", "event_id": "1bfd2f44-a02f-4207-8a35-9b7e331d1486", "user_data": "jacob49" } } ], "list_info": { "list_id": "e9e9146d-78fa-41ca-92ac-914aa9ac2d8c", "user_data": "85435 West Track Apt. 323" } }, { "candidates": [ { "similarity": 0.74591438007437, "face": { "face_id": "bba0117c-a05f-426f-8ef5-66213df12116", "external_id": "yxiRfWytZCvSkuHgtvcn", "attribute_id": "b1ed89ac-ee02-4a45-a4c6-eace58b3e05d", "create_time": "2004-12-02T16:39:28.561670", "lists": [ "f6732311-128f-47a9-9810-6f282d062e8a", "49a2ea47-459f-463a-af76-78a6c59dd5b8", "7ca55dea-4d16-45fc-ac75-97d682f08a5d" ], "avatar": "https://www.hernandez-fleming.com/", "event_id": "9cf1620a-aedc-4059-adda-83af5a194a9a", "user_data": "lbenton" } }, { "similarity": 0.97875667024035, "face": { "face_id": "c2014c13-a889-4b67-ab59-7c4b1d96ede9", "external_id": "KKyqhLuOKbfvFkaNTNnd", "attribute_id": "f01d2996-ae6b-49df-849e-b655bd26c706", "create_time": "1982-11-15T15:58:43.800337", "lists": [ "06631417-d72a-4539-ba45-cae9b4f70ca8", "73490fbb-b23d-4d15-be0e-8548265ad7f8", "23a1879b-94a3-4eee-a500-d8215286aa4b" ], "avatar": "http://miller-morris.info/", "event_id": "819547d7-3144-4d14-b203-f5757ebaafda", "user_data": "qferrell" } }, { "similarity": 0.894608500003464, "face": { "face_id": "0f2090e5-950d-47af-97b0-37db67cb1ee4", "external_id": "bENbdUtepEbqGTgatHRg", "attribute_id": "055579b6-68af-4441-a130-ca9180274022", "create_time": "2016-04-11T21:42:36.013930", "lists": [ "e215df79-16b6-468f-aaf8-1cfaa1a57891", "2c3250a9-b9a7-46f8-8957-ef078dd3a8a0", "df685c43-e95f-48e7-8320-821c3cdc2af8" ], "avatar": "https://stout.net/", "event_id": "f4d0ca24-9c83-4fd8-8366-65346906982f", "user_data": "heathersingleton" } } ], "list_info": { "list_id": "056126c5-7543-4524-a4f9-eee2fc1d9b8f", "user_data": "799 Daniel Field" } } ], "url": "http://phillips.com/", "face": { "face_id": "646c62f6-5058-4cd3-869d-3a7a38bddee6", "external_id": "WungirNdcOEMNlMdzZUB", "attribute_id": "a0097cde-3382-4627-9154-a634df86615a", "create_time": "2013-03-16T17:59:36.599264", "lists": [ "88bf0b1a-fbe9-486d-914d-e14615696252", "81bfc569-842c-4565-b911-7d57aca3c856", "28b99dc3-fefc-4805-a553-2d445419021f" ], "avatar": "http://www.gray.com/", "event_id": "4f24041a-695d-4aaf-aece-936b619659d9", "user_data": "djohnson" }, "detections": [ { "filename": "UmTxmgNrzMizfEKJYnxt", "sample": { "url": "https://www.snyder-martin.org/", "sample_id": "4f888c66-4c4c-4bd7-abfa-ca63256e6e4e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.42371047574254, "dark": 0.83409505941155, "saturation": 0.250896939207699, "blurriness": 0.849150718163584 }, "rect": { "height": 9447, "width": 1494, "x": 2302, "y": 5256 }, "landmarks5": [ [ 5346, 4124 ], [ 1533, 252 ], [ 6346, 8825 ] ], "landmarks68": [ [ 3787, 1336 ], [ 1964, 5197 ], [ 3187, 1899 ] ] } } }, { "filename": "gDAqGJpxJtFenbEOQCNo", "sample": { "url": "http://www.williams.biz/", "sample_id": "2276f90d-f83d-4e71-829e-22ceee388eb3", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.557152829017496, "dark": 0.938427321555948, "saturation": 0.640740613185204, "blurriness": 0.609502366752789 }, "rect": { "height": 2925, "width": 4758, "x": 1355, "y": 53 }, "landmarks5": [ [ 4993, 8612 ], [ 5748, 875 ], [ 6796, 8500 ] ], "landmarks68": [ [ 7477, 3197 ], [ 671, 1882 ], [ 5885, 3007 ] ] } } }, { "filename": "cZtKtYPoBXzfJJpRqXdK", "sample": { "url": "http://www.meyer.com/", "sample_id": "3c3cb030-b733-4e84-ac0a-08863c4b6465", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.523848458708161, "dark": 0.843133874874245, "saturation": 0.512025924201718, "blurriness": 0.429237376270977 }, "rect": { "height": 6993, "width": 9675, "x": 6480, "y": 9983 }, "landmarks5": [ [ 7237, 887 ], [ 4040, 942 ], [ 5663, 3698 ] ], "landmarks68": [ [ 8630, 9242 ], [ 4677, 6478 ], [ 9281, 9401 ] ] } } } ] }, { "samples": [ "b07d74f6-1cb7-400b-877f-03647596a085", 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