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": 4, "gender": 1, "ethnicities": { "estimations": { "asian": 0.513567189279313, "indian": 0.69710073040588, "caucasian": 0.357335341605309, "african": 0.308481919078154 }, "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": "http://www.rowe.com/", "attribute_id": "cc46df7c-0032-427e-a74f-8b56e592832e", "score": 0.265802284819823, "basic_attributes": { "age": 94, "gender": 1, "ethnicities": { "estimations": { "asian": 0.53751481198379, "indian": 0.8426485647704, "caucasian": 0.762775579336239, "african": 0.527419599704276 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "d1122659-e470-4739-a990-a3ae67009d49", "d860a67b-1128-4ffa-b428-6aa3fa7d3174", "f6012d47-7559-4dc5-bcf9-ab1dc19025b0" ] }
- 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": "aab2c363-ed56-4589-a318-f7c858c55ebd", "external_id": "NndoIgodDzhvaKXBxQgv", "attribute_id": "dc675159-3ee9-4c57-92df-9389239c1fd8", "create_time": "1987-01-04T11:26:33.007734", "lists": [ "908f212b-8062-46ac-8118-71700261016d", "6cc4d1c6-c508-4e8e-90bb-b9c50ef5fcbf", "1039dbe0-aea5-4a05-8436-4ce24dde4ce4" ], "avatar": "http://vaughan.info/", "event_id": "bb0bbc67-47d5-472e-827e-97a7374d5080", "user_data": "tiffany44" }
- 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": "a770c838-4b34-41a3-bddb-804ff4500995", "user_data": "387 English Mountain" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.603300732026497, "face": { "face_id": "3f125e44-86ad-4ab8-b0b3-7e538c271952", "external_id": "jvDhoAyhKsDdEFiiJKfv", "attribute_id": "6bad7676-cb9c-40d2-a0af-913f8949701a", "create_time": "2010-12-11T14:25:59.467384", "lists": [ "254db863-5b14-4210-bf5a-2c02d2bd5935", "e35faca4-e114-49d0-b200-2d43f53bdae9", "049d1db6-dbac-4479-a68d-0fa9a9ef06ce" ], "avatar": "https://www.leonard.info/", "event_id": "dcf7b2f0-fb4c-4320-a9c4-0baf3de60f17", "user_data": "peterleonard" } }
- 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": 0.596474474386624, "face": { "face_id": "4e96f2f6-a71e-4354-b602-532bacade3b7", "external_id": "EgCedZQpPzGQIsQoTifl", "attribute_id": "63a139c8-4629-46c0-ac45-eacd617ff7c9", "create_time": "2011-09-13T05:34:50.087934", "lists": [ "ba02af86-542c-4da5-b591-2bfe8846c95b", "ef4508dd-b171-491f-8fad-f13ffe3d531b", "b7a47522-e071-4064-ab4f-ee5f95865f71" ], "avatar": "http://smith.com/", "event_id": "935d3008-5874-48dc-8004-edc0639f66ce", "user_data": "tmiranda" } }, { "similarity": 0.364265155053984, "face": { "face_id": "b1a6a004-7769-4c44-a257-b95b09715ee9", "external_id": "omSCWECnpDltXCQFscIH", "attribute_id": "c084a170-21cf-4d8d-8afb-ef7835785c1e", "create_time": "1991-06-28T04:50:52.136585", "lists": [ "28bbe2cf-cf70-4bbe-bbc3-e87f12d0499b", "e6a0cbd7-0426-4ac2-803b-e2e1e2a9b44f", "98d04829-80ee-403c-bcab-a8a3fa2bfc6e" ], "avatar": "http://www.lyons-lowery.com/", "event_id": "52a9b6df-111d-44e7-8a4d-8217351aa07c", "user_data": "marysmith" } }, { "similarity": 0.63821325168367, "face": { "face_id": "b8c5db86-94c5-4d16-ac57-70e466706fdd", "external_id": "wszdtXyAfTtNrawCCDLL", "attribute_id": "37eb5d52-1881-48e5-b90c-9e2b8b9ec6c7", "create_time": "2003-01-16T13:10:56.064531", "lists": [ "4f0142a5-24be-43ae-8509-552e9601e7cc", "56c48ab9-bbcf-4ccf-a969-6334213c40e4", "d679efb8-fd5c-4c89-a410-46a05bf796bb" ], "avatar": "https://www.cox.biz/", "event_id": "f6c9f1ea-b565-422b-a4d0-60a4fdc86f0c", "user_data": "figueroachristopher" } } ], "list_info": { "list_id": "c4a8a64e-8c68-4069-9d6f-0bc2c1d4d80c", "user_data": "59307 Martinez Hill Suite 456" } }
- 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": "17dee60f-f02c-496b-8673-0a9a821f5e18", "Luna-Request-Id": "oXqfSALnCROZPthQURme", "events": [ { "samples": [ "3badf922-5c94-49e5-9749-71aad8d1f753", "c29dea96-165e-4e34-b9f1-dd141a1ae45e", "7da3bf77-173e-4f19-a230-57d89b74dc88" ], "attributes": { "url": "http://www.fletcher.com/", "attribute_id": "36ac58d5-2329-47cd-a043-0e89a24d5301", "score": 0.807465234381341, "basic_attributes": { "age": 55, "gender": 0, "ethnicities": { "estimations": { "asian": 0.429988194450774, "indian": 0.121066538443955, "caucasian": 0.617937409024265, "african": 0.777973602102758 }, "predominant_ethnicity": "african" } }, "samples": [ "23631788-28c9-4f58-827b-c05affdde505", "62fe0383-8c50-4a34-9aa3-4dc7d120051e", "9453652a-bd18-4457-a7bc-e4270fe69786" ] }, "source": "3530 Morgan Creek", "tags": [ "TBdeWVQHacqTFwDSspKW", "xwCCGeMvHWftmcznhNOV", "xkncUMwAbYMwPOkrMdlk" ], "event_id": "5ed66638-57a2-4e59-8d15-76e063450f42", "match": [ { "candidates": [ { "similarity": 0.13911969700226, "face": { "face_id": "b8375b4f-4d65-44c1-8e11-b2d9d869c3ed", "external_id": "XfDtrZvmmJCNddmnQEgn", "attribute_id": "1fcb66c2-2bd9-44fc-88e3-2321e0e8d757", "create_time": "2002-06-30T12:08:30.711355", "lists": [ "2b70bf6b-adf3-4d61-8ea3-10af27d9250c", "964f98e0-6d3c-4f67-8882-744041dadb8a", "7f32bfb6-e270-4ddf-896f-677e90451203" ], "avatar": "https://www.oneill-pruitt.biz/", "event_id": "48ecbfd4-2f69-4426-85ac-4886aac634b9", "user_data": "phillipsjesse" } }, { "similarity": 0.53463569453034, "face": { "face_id": "07a35895-d20c-4ce5-bbd7-c6c0e3035f09", "external_id": "SXgdmNsmRRcjRbWirRLB", "attribute_id": "fcc3ac2c-4f36-49be-a348-f6954ac8e777", "create_time": "2002-05-01T03:16:47.880302", "lists": [ "47d7ae51-64ce-46b6-8471-20e3f75a0a45", "75d99d99-1e4c-4307-8a8c-274a7f22b53e", "4ed14fb2-e978-4845-b77d-5b6adbbb3826" ], "avatar": "http://www.garcia-marshall.org/", "event_id": "1fb71205-8d25-4d0f-9ea9-8254f65e36fb", "user_data": "watsoncolleen" } }, { "similarity": 0.92632870551835, "face": { "face_id": "ed8da385-b7f5-407b-85bc-6213af5b9017", "external_id": "jWcbtKWwFbZAMbdFZZOh", "attribute_id": "00e80cd8-0b62-494b-b4c9-eab3325d87af", "create_time": "2010-07-19T07:51:12.298650", "lists": [ "93c742df-1767-44e8-b7a5-38a90969e7db", "a1f129e9-4099-4889-9aa4-2bc6f73445b4", "51439187-f2ea-4260-a27f-50c68c677225" ], "avatar": "http://mosley.com/", "event_id": "5c66c0e9-2e07-4fa1-b0d4-535ae65ed773", "user_data": "hrose" } } ], "list_info": { "list_id": "1d136e0b-1667-4302-904a-bc2fe3c5bdec", "user_data": "80883 Erica Route" } }, { "candidates": [ { "similarity": 0.589482016408773, "face": { "face_id": "a75ca9ee-2bf8-45af-bc11-c05a22aa203e", "external_id": "uiFJAdtrTKjMtfEcKPZd", "attribute_id": "179a2d9e-b166-402c-9aad-e4fb7a1e108c", "create_time": "2024-04-01T23:11:00.993618", "lists": [ "4ec748dd-1530-409a-aa71-21fa9fdeae37", "eece8c2f-1ec8-4334-9935-6940134a3983", "77f6ba05-a38e-4340-b7f4-8b712b1c3346" ], "avatar": "http://www.carter-randolph.com/", "event_id": "8309658c-e4a2-4d06-9a3d-1e578fb35eac", "user_data": "kelsey70" } }, { "similarity": 0.44500366729051, "face": { "face_id": "b30d8c30-b827-4bce-8ffb-dd95e53ab762", "external_id": "pAxrizXTGRGXjWQTtwPY", "attribute_id": "b479fdb4-9e29-4c9a-b42e-027e0337a152", "create_time": "2017-10-28T09:05:09.819011", "lists": [ "07a1797d-3f95-41d7-91c9-3fec442ee001", "05820706-40f1-4b9b-b536-7e9995cee4b7", "c6505546-156a-41df-a8d4-b7543a618d81" ], "avatar": "https://www.brown.info/", "event_id": "5ece9cda-68ab-4a29-95a6-7b486620bd13", "user_data": "hoffmanmichael" } }, { "similarity": 0.423985732023694, "face": { "face_id": "6bdc65d2-5fd3-47aa-bcce-2a16c4e12e87", "external_id": "tpNWhPtndieNlbbvluNJ", "attribute_id": "b704164d-3e2c-4dfd-aea6-4fbf6921a734", "create_time": "1974-07-27T05:07:15.087509", "lists": [ "43fe59f7-dd80-4e34-8a1a-ef69997cf42e", "6c436a17-1da0-4182-b7b4-6b6b589c82b5", "60ed704b-0a32-4920-b1b4-da8303299762" ], "avatar": "http://www.serrano-sosa.com/", "event_id": "3b7ba9e8-bab2-4e64-b69e-c7972e51ed8c", "user_data": "upittman" } } ], "list_info": { "list_id": "2b4d8a1a-8b4d-40dc-9b0e-89145baa9538", "user_data": "8671 Daniel Roads" } }, { "candidates": [ { "similarity": 0.419764244006617, "face": { "face_id": "b72dcd77-d6c5-4b4a-8fdc-c5ffb79ffd30", "external_id": "BEsoFQUbjJbSMsrdKNBJ", "attribute_id": "231682dc-ac5d-4c35-8ebe-f31a0ab2e813", "create_time": "2024-11-28T22:18:55.830373", "lists": [ "9cab5490-3d73-491d-8b56-2c60848bf3ed", "f2959185-1729-47e7-991c-7399141079b7", "bb180def-6826-448a-adb1-f1358b5ee8af" ], "avatar": "https://www.gates.com/", "event_id": "c9325e20-4823-4395-857c-0bd0104667f8", "user_data": "halldennis" } }, { "similarity": 0.352201319973683, "face": { "face_id": "f016c437-8170-4385-b92c-7ae3fb729edd", "external_id": "lvCulRUJfwpDpMwkzlbE", "attribute_id": "0609a849-b893-4e7c-986b-95b4eb9bd0cf", "create_time": "1972-10-14T18:59:16.866324", "lists": [ "df2f67b1-d0c6-463a-bfc5-7512c338d83c", "710af71d-5d18-4c5b-9cc7-6296f66fbb65", "1fa016eb-64db-485f-bcef-96602772c7a8" ], "avatar": "http://sanchez.com/", "event_id": "e8c97b80-f9f3-4f85-b221-4a6f1db3b0e9", "user_data": "crogers" } }, { "similarity": 0.41322078989565, "face": { "face_id": "e4045760-9a59-46cb-a578-e574790623ee", "external_id": "gsoBVSPTlLdplQWfFNRy", "attribute_id": "ef11d2e2-87d9-4ba2-88d5-d9bb34d855b3", "create_time": "2015-03-10T05:16:13.804900", "lists": [ "19c9ad4f-73e7-4dfb-bc0b-3bc40afd8a95", "0c2718e2-e782-4c96-b84a-a879c220f13d", "2cf0a3bc-fb8f-4038-88e8-e6ab79a20427" ], "avatar": "http://evans-perez.info/", "event_id": "4004b01a-a6b6-40e5-a79a-83832fe8be0a", "user_data": "rodneyjones" } } ], "list_info": { "list_id": "7ced66ce-5bdb-4060-8efb-050eab824ecc", "user_data": "69724 Victoria Track Suite 447" } } ], "url": "http://www.randall.info/", "face": { "face_id": "4acf70c4-d706-48f5-9367-e9b8afc9c8a5", "external_id": "WvZbYZulubCVcePKVfKt", "attribute_id": "dbdd862c-5d46-4fa5-a9de-b80d56eafd2e", "create_time": "2018-06-14T07:26:06.688479", "lists": [ "62d51973-2e15-47cb-93a8-768b3ba92468", "0f655b5b-4dff-4fc7-b4c4-5cb9c36e4d4d", "b9121432-69b2-47e6-bab1-9403be7e5a80" ], "avatar": "http://www.reid.org/", "event_id": "c4028b28-0a8b-4f5a-bdaa-3a18c3f22069", "user_data": "edward56" }, "detections": [ { "filename": "btwOuWcAsLWGJTCkAApi", "sample": { "url": "http://williams-moses.info/", "sample_id": "693124b3-40e6-4057-aee1-c8d9723d3155", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.975907821182663, "dark": 0.676036151747569, "saturation": 0.48238042509875, "blurriness": 0.589169202966356 }, "rect": { "height": 2177, "width": 5809, "x": 5720, "y": 1189 }, "landmarks5": [ [ 6341, 4178 ], [ 8886, 4934 ], [ 3264, 7673 ] ], "landmarks68": [ [ 5055, 4075 ], [ 2855, 9533 ], [ 3581, 4498 ] ] } } }, { "filename": "abtKdJmVfPkqZxawVOms", "sample": { "url": "http://collins.org/", "sample_id": "d0f0fd9d-3593-46d0-9f48-9d1d61ef40d6", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.854766818979271, "dark": 0.923573812421614, "saturation": 0.532031950830242, "blurriness": 0.790379413050794 }, "rect": { "height": 1022, "width": 213, "x": 3809, "y": 7818 }, "landmarks5": [ [ 8897, 6587 ], [ 3533, 5234 ], [ 4910, 8040 ] ], "landmarks68": [ [ 7452, 1589 ], [ 2411, 8525 ], [ 890, 4594 ] ] } } }, { "filename": "ofOcaTaSCqsxlXceCbOo", "sample": { "url": "http://www.avery.com/", "sample_id": "67dc6eea-bb1e-4710-98bc-cb0d63769395", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.813682166148058, "dark": 0.95471525749737, "saturation": 0.919673282497543, "blurriness": 0.292643637290069 }, "rect": { "height": 276, "width": 7140, "x": 5280, "y": 99 }, "landmarks5": [ [ 6017, 3134 ], [ 3444, 669 ], [ 9858, 4631 ] ], "landmarks68": [ [ 3325, 5396 ], [ 1463, 2113 ], [ 2296, 6192 ] ] } } } ] }, { "samples": [ "cc255ef1-afe9-4c89-ba9c-b2dcd6cfc291", 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