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": 84, "gender": 1, "ethnicities": { "estimations": { "asian": 0.599346108038273, "indian": 0.495700262726741, "caucasian": 0.537524946205683, "african": 0.856478169024581 }, "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://miller-williams.com/", "attribute_id": "d0068464-431e-48c6-a88b-6587b737d91d", "score": 0.23455541494853, "basic_attributes": { "age": 77, "gender": 0, "ethnicities": { "estimations": { "asian": 0.175281766625964, "indian": 0.427853398827147, "caucasian": 0.289747344308529, "african": 0.250100278094805 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "af2103f8-fc8e-46c2-a164-cd7dd10b131f", "afb9ee26-4672-4d3b-b6da-6c657e543e5f", "73973964-d51c-47a8-b6fd-bc3498f4af36" ] }
- 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": "9dd9d22b-6a98-4d9b-874e-c4c2117bd041", "external_id": "BmloqvNEpklgeDqnNFOV", "attribute_id": "316838f0-e7ee-4eae-9114-3f1de7150f4a", "create_time": "1984-12-01T17:33:58.135253", "lists": [ "46083333-10d7-4230-8b06-587a9cb4c125", "331a975c-368c-4c2d-be90-21e7f1b47df5", "e2c5818a-8e42-4dbe-903c-832df5c449f8" ], "avatar": "http://johnson-miller.com/", "event_id": "ec52e628-f33b-4410-899b-8a4b7cfbf297", "user_data": "sara99" }
- 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": "edeae2ea-4b3b-4df5-ab46-b67a056497d6", "user_data": "755 Ferguson Mountain" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.25586948708124, "face": { "face_id": "08803154-6035-4915-a7ac-70a996cbbc5a", "external_id": "AFAUofZgFGvgFxprwnFT", "attribute_id": "81779053-a1d0-4e28-927c-531a23e46328", "create_time": "1978-05-25T21:09:22.598481", "lists": [ "36ebc827-f80b-4a91-8b80-53503585391b", "7235534e-52ae-46a1-9ac1-190b420f1c14", "24e1ea1b-867a-41a6-b642-84fd2947624b" ], "avatar": "https://www.white.net/", "event_id": "ccd1791b-0508-41d9-a414-76924e6ca351", "user_data": "dramos" } }
- 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": 0.963750438711016, "face": { "face_id": "c9d0e9c6-5adc-4617-9fb8-d8791310731a", "external_id": "kaqLQWexShblqpmxDezw", "attribute_id": "f5ecb17e-c688-4d6a-97f6-931fe0bbad1b", "create_time": "2003-09-08T23:48:59.328500", "lists": [ "a8111948-5545-4610-94c0-7020112235bc", "ebfea39a-bcb3-472d-a023-749a02d4f335", "de694d88-eb54-43ca-b685-03f16b527735" ], "avatar": "https://www.cochran.com/", "event_id": "1ad3257e-8dd7-43b2-8ec0-a3d10cf9a4f6", "user_data": "basskerri" } }, { "similarity": 0.8966969077498, "face": { "face_id": "43bc4840-74a4-4506-a4ed-795e985af7b6", "external_id": "wabbBWUAVSiTUlXqoOCN", "attribute_id": "3aafa2b9-10a5-42de-b652-52f781f23d7f", "create_time": "1971-12-28T21:02:22.343592", "lists": [ "693414db-7f40-44ed-99a2-841ef77819b2", "c2501e2d-f9ac-4c32-9116-5745c60af29c", "41cbaa76-2ec9-4822-9536-421bbcd7d836" ], "avatar": "https://rivera-bishop.net/", "event_id": "d006f9fa-9a69-4758-9796-fd0464c78f9b", "user_data": "brooketaylor" } }, { "similarity": 0.206441847608466, "face": { "face_id": "3558ec4b-40f2-41c1-b28b-8cb9a88c267a", "external_id": "zAHqTRIzsINUpgdNAbZC", "attribute_id": "69951fbc-20c0-4334-b4e1-f0fa6b96518a", "create_time": "1997-04-20T15:56:24.391794", "lists": [ "64d89e82-3b6c-4863-8811-e4539ac00067", "c0920628-8480-4a4f-ac50-ab4e6b2198e8", "1b6c085b-3999-4fcc-a92b-3bc46ed5a70a" ], "avatar": "http://www.mitchell.com/", "event_id": "551e9526-4b09-4501-897e-5109ff839454", "user_data": "kristenblake" } } ], "list_info": { "list_id": "b1ac528d-69d5-441f-b56a-a7c5f5d546f2", "user_data": "7007 Laura Course" } }
- 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": "5198e4f4-73a9-4141-ac32-34559c6e7fb7", "Luna-Request-Id": "ruIUeIKEvQxhYPcPXHpF", "events": [ { "samples": [ "0027325c-aff9-4310-bd8c-0987d751716f", "5a169611-ce0b-4e33-8645-29dd2f803fcf", "6109ad6f-374c-401c-b5f9-7e659a9ada47" ], "attributes": { "url": "https://www.rios-griffin.net/", "attribute_id": "df41130f-c17f-40f7-9acb-78fcddf5d675", "score": 0.383621051838319, "basic_attributes": { "age": 50, "gender": 0, "ethnicities": { "estimations": { "asian": 0.909803822990946, "indian": 0.494523884991066, "caucasian": 0.381023593445538, "african": 0.117367208063254 }, "predominant_ethnicity": "indian" } }, "samples": [ "58172b1c-1fb5-46fb-914c-3d9cdf38325d", "82ecaadc-b230-4775-9009-62f3b786e767", "9905ad6a-1087-4f4b-84ab-aa43c4366f44" ] }, "source": "7888 Porter Greens Apt. 225", "tags": [ "NGaAcbApfSFAYkSlYLWw", "uyENUJLoWipiJOBaXjSI", "URwYQpdbeEtQenKeveFb" ], "event_id": "5beb8b3d-cf22-4b12-a675-027f58dee72c", "match": [ { "candidates": [ { "similarity": 0.559089337306421, "face": { "face_id": "c0d6efd8-6049-4de5-a5e0-22c706b82a77", "external_id": "yiZFpOmOHPqXXqMyHbks", "attribute_id": "1dc76458-79cf-43a5-bc1f-f1004a970892", "create_time": "2023-12-06T08:57:56.003490", "lists": [ "e83407e2-6cd4-41ad-b6aa-f18ed267ec80", "5bc642c5-5d71-4a04-b36d-be371c9917dc", "0dceff78-6c08-4c3a-acf2-1a1215b6bd28" ], "avatar": "http://miller-robertson.com/", "event_id": "3f4f88d7-0303-4982-8edb-dfa90473a62f", "user_data": "silvaregina" } }, { "similarity": 0.246005289053157, "face": { "face_id": "1b4b8b07-a757-4e1f-a6c1-3a9d8bb2f16e", "external_id": "BIOHaNURYJDZsrgNRzlL", "attribute_id": "9ea82f4f-7983-4e33-8a9f-13aa5bb3ce34", "create_time": "2017-08-10T11:32:25.944659", "lists": [ "0714792c-1c07-45fa-9e17-01d2331bed96", "78a8ba30-c289-49e9-9a39-5f6af0edc299", "45656aab-a83b-4731-ab83-790bee54cd04" ], "avatar": "http://jensen-medina.net/", "event_id": "b73fdf59-ac0c-4049-8307-666a4a3aae3a", "user_data": "mary47" } }, { "similarity": 0.470944677134396, "face": { "face_id": "02410726-663a-4405-ae74-a1b616b9406d", "external_id": "PEMdtfBHRIZheUOuVzDo", "attribute_id": "3c6977be-5352-45c4-8207-f45a1b7cc879", "create_time": "1974-05-03T04:53:32.331029", "lists": [ "3f79b856-008c-41d8-a8b7-1b5649bfeeb6", "e85cbaa0-d92e-4454-9661-e15e437a2b5c", "bcc37e41-19a3-4505-8bd1-1ba24e3d9c40" ], "avatar": "http://callahan.org/", "event_id": "1044519d-58ea-441c-9126-e5eb95508758", "user_data": "sarahrodriguez" } } ], "list_info": { "list_id": "44f98c49-12b6-4008-a93f-9ae43491d062", "user_data": "9540 Natalie Wells" } }, { "candidates": [ { "similarity": 0.126662539903064, "face": { "face_id": "b6914b54-f8ec-41d2-8091-70b9a5872b82", "external_id": "eyJwFwvVyNIxzrdLTyqa", "attribute_id": "dd669201-0852-4fe3-96b8-e0dd9033a029", "create_time": "2013-10-28T06:31:19.750875", "lists": [ "6ea53949-2ef2-48a8-8042-707c9c600f96", "c2c98382-ad03-4809-ad4c-f231b05e2d3e", "6984d8ea-5d4d-4e66-8106-de6a1c3949ac" ], "avatar": "https://hansen-hall.net/", "event_id": "495734db-8d0c-4214-adda-c575856a0b50", "user_data": "garciajudith" } }, { "similarity": 0.339272354681414, "face": { "face_id": "d68762b4-cce9-4ea2-bb9c-cc689e814667", "external_id": "QVurHiHUhIERrPefBJHA", "attribute_id": "a5ce627a-49b7-472e-9bde-c8d7578c1d45", "create_time": "2010-12-15T14:53:49.076117", "lists": [ "a3c30b1f-a0b1-498a-a476-0430ff13cd40", "e3543c0b-6f88-474c-95b9-ec84c71c9346", "c4342471-ce72-4174-902f-70cddb87b000" ], "avatar": "http://lawson-adams.com/", "event_id": "f1f3874c-17de-483b-8e57-333328a65929", "user_data": "rbarnes" } }, { "similarity": 0.23836929750116, "face": { "face_id": "b576717d-aea0-482f-b77b-ae37d712fbb5", "external_id": "wUOlnLBeKlafJGbdfgMJ", "attribute_id": "cd580806-03a8-4910-a87c-17ed8124ce03", "create_time": "2015-06-11T18:36:32.834131", "lists": [ "41e31aeb-7d54-4ce9-b17e-710810a1c977", "ddf7f9d3-9cd1-4787-acf7-8c1c564643e0", "47ae7848-0050-4598-95a3-9ea77a549ef0" ], "avatar": "http://moore.org/", "event_id": "e7010b79-1ae3-435e-9f03-8c5cd9c3a844", "user_data": "erinsilva" } } ], "list_info": { "list_id": "7e8494e1-7299-41e1-b989-acaf824ffe33", "user_data": "8042 Chelsea Extension" } }, { "candidates": [ { "similarity": 0.676586781775739, "face": { "face_id": "8e343897-ed2b-46dc-a02d-901b503bdbeb", "external_id": "jGsbQtYBwvUaXIRSkjrd", "attribute_id": "db6102fc-4009-443c-a102-1ac62a989c82", "create_time": "1970-04-28T23:58:06.323631", "lists": [ "ce6f8ea1-fb23-43ea-bab5-7983c4129d1b", "8bf75008-cf6e-4f70-9136-791cacd58ce7", "ac5d4dcf-ad19-4ad2-8a96-ecd11eb4c5d4" ], "avatar": "https://www.jones.org/", "event_id": "f43d64c4-83a6-4dab-9188-f8ad59114cd9", "user_data": "michael97" } }, { "similarity": 0.804018488067519, "face": { "face_id": "7d19ba5e-0be1-4c10-a2cf-fc061d72fb38", "external_id": "ZATknXyHEdULnauEeswH", "attribute_id": "40fa3377-0f6b-4c11-9224-483e7f0483a2", "create_time": "1972-04-27T19:24:23.122620", "lists": [ "a47bb735-67bb-4590-a92b-eb8debeca23e", "e69a49fa-0aab-4851-b79f-994a9783b6bd", "02ec93b0-0348-482e-9334-a8f5a7062e34" ], "avatar": "http://www.lewis-ford.com/", "event_id": "ce40b048-3641-437a-afd2-bccff87dddbc", "user_data": "craigellis" } }, { "similarity": 0.817746428938878, "face": { "face_id": "0d461e5c-5df2-4006-86e5-5aa6e7f65156", "external_id": "KCkVJGBpQsMCbOoXSBxA", "attribute_id": "89a20682-982d-4e0e-a1c9-2e2c41aa47c8", "create_time": "2010-12-08T00:00:53.634023", "lists": [ "6e831fa7-d81a-477e-a806-fb92a27ed0d6", "aa4c3805-1e5a-409b-aece-901bbc2bb3d0", "d02b7f12-7b72-4de7-a734-04d351715ef7" ], "avatar": "https://www.walker-perez.com/", "event_id": "6fa9b0cb-5f01-4d3a-a498-6c1b48cc01f8", "user_data": "michellehorton" } } ], "list_info": { "list_id": "bea742ff-2b37-44d8-9c68-3b12f3508f0e", "user_data": "2361 Morse Square Apt. 882" } } ], "url": "https://www.joseph-parsons.org/", "face": { "face_id": "9be7262e-2b0d-4423-ad05-f22355a12a91", "external_id": "cOrgAuGmfBtLPlKsmECk", "attribute_id": "2a77e0a9-5b1c-4a46-9a07-fecf87c289f4", "create_time": "1977-10-13T05:41:18.524502", "lists": [ "ca78571b-eb36-4064-916d-aabce8261c56", "98871ef1-8b73-4cb2-b35c-dc74448fa5ea", "a8a3330b-aecf-4759-a3a8-ebb3f36b5478" ], "avatar": "https://www.martinez.com/", "event_id": "975c3537-1bf6-46c9-8200-886e44b70b26", "user_data": "tsanchez" }, "detections": [ { "filename": "TeXpuXInweCBNQplaVCR", "sample": { "url": "https://gonzalez.com/", "sample_id": "6139c4e6-8f81-4d80-8c20-1eae7a89c308", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.726725377502611, "dark": 0.283401278949631, "saturation": 0.29344178272095, "blurriness": 0.319198801499762 }, "rect": { "height": 6405, "width": 4057, "x": 196, "y": 7137 }, "landmarks5": [ [ 6399, 8870 ], [ 902, 3196 ], [ 2575, 1253 ] ], "landmarks68": [ [ 457, 7967 ], [ 7361, 27 ], [ 7968, 9846 ] ] } } }, { "filename": "rqkesuvwMAjQrbhEBSTS", "sample": { "url": "https://garcia.com/", "sample_id": "5cd31223-a6fb-4de9-8e54-e49fcbf6babf", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.635144208571713, "dark": 0.723563962511193, "saturation": 0.826903132090038, "blurriness": 0.512217226476815 }, "rect": { "height": 6862, "width": 7160, "x": 3227, "y": 6846 }, "landmarks5": [ [ 1290, 2733 ], [ 7149, 4573 ], [ 4413, 8539 ] ], "landmarks68": [ [ 5725, 7601 ], [ 6315, 3343 ], [ 5094, 9022 ] ] } } }, { "filename": "pAzyPXsiRscXEiWZCDFR", "sample": { "url": "https://www.weber.net/", "sample_id": "31b8687c-a2dc-4961-b649-fa960cc91a92", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.947757599030904, "dark": 0.691484466316382, "saturation": 0.958500941002779, "blurriness": 0.533672400462758 }, "rect": { "height": 3769, "width": 3085, "x": 8971, "y": 9098 }, "landmarks5": [ [ 3220, 9039 ], [ 9952, 2665 ], [ 1730, 624 ] ], "landmarks68": [ [ 5571, 7161 ], [ 6039, 5120 ], [ 9972, 5164 ] ] } } } ] }, { "samples": [ 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