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": 77, "gender": 1, "ethnicities": { "estimations": { "asian": 0.184102766041947, "indian": 0.352126613644142, "caucasian": 0.917797581167753, "african": 0.391405294291309 }, "predominant_ethnicity": "indian" } }
- 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.hughes-smith.com/", "attribute_id": "f7eab71b-af7b-44e9-972a-60f5c629ccb0", "score": 0.409391120803266, "basic_attributes": { "age": 88, "gender": 1, "ethnicities": { "estimations": { "asian": 0.751219286765207, "indian": 0.718428770447132, "caucasian": 0.734253065768869, "african": 0.91380702637674 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "f73cbc3f-4dd9-4cf8-8ae0-74e17cde3c43", "b24e85f8-32a0-4af7-91a8-288f4be0fa21", "148f9fc8-15a0-4c9a-9543-40ea87e3aa21" ] }
- 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": "56420815-efc2-4ef1-9bee-cfd983abe04d", "external_id": "mwfMdbAAHuwiVAjXgyAK", "attribute_id": "a279d19f-e81a-46ee-959e-79f269208544", "create_time": "1975-10-30T16:52:00", "lists": [ "38c60fbe-9d5f-42f9-96e3-d88af49da99c", "ea3751ad-92da-4f79-aa5f-c7cca62c5cff", "5acbb3fa-a8c8-4829-bb43-c4c88eee4be3" ], "avatar": "http://www.yu.net/", "event_id": "b8c3f004-1106-4f05-a58a-c73e149dbc3e", "user_data": "fmiller" }
- 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": "d715e34b-f04f-4b35-98d7-ddfce0766cc1", "user_data": "72696 Alan Dam" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.402839730085721, "face": { "face_id": "d0a708be-fe79-48d5-b9b2-f634fbca8f62", "external_id": "srYrnAqpOemeiRxIvfts", "attribute_id": "d45e5e76-7274-4c16-8736-59acede198c3", "create_time": "2017-03-21T20:00:50", "lists": [ "c8273534-e62f-48a1-b771-f37e1e882aaf", "0674345d-3f2f-468d-b6d1-a68a86cfa64e", "bba9377b-6944-45bd-84c4-4a971f37db94" ], "avatar": "http://www.dillon.org/", "event_id": "ae944d17-1ec9-41f7-aa22-cc6dbe8eeab3", "user_data": "dferguson" } }
- 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": 0.565654454969962, "face": { "face_id": "ec4b9cbe-5e66-4c3b-af2e-3e645713dcc9", "external_id": "wWVXgfoylnuOtiZibknq", "attribute_id": "5f4e6d9a-6223-4c56-a4a1-039efd418475", "create_time": "2015-11-18T15:58:40", "lists": [ "3b8a35e3-e3c8-4595-a060-cc2dd96e0328", "039426a1-a639-446f-a5f2-0efd1c5f6e44", "494307b8-3c3d-4b8f-a55b-a5ae65ed19c9" ], "avatar": "http://miller-mcdowell.info/", "event_id": "ebc362ad-cc28-4f51-aada-97e994353093", "user_data": "cmcdonald" } }, { "similarity": 0.568640658568506, "face": { "face_id": "45a0243a-f200-4485-886c-a75ef2c970bd", "external_id": "tuHBnGmrcghQYmxzclyt", "attribute_id": "59c93cdb-4769-4cbf-9ab2-f0fee8ec04ed", "create_time": "2006-06-22T11:37:21", "lists": [ "8ed8cd92-12d3-42a0-9f57-b344bd2c7ce7", "f23004b1-38f5-497d-b026-7c7112d957b8", "ccc2fc7b-bf03-47c0-96db-9c8285cf0e7f" ], "avatar": "https://www.clay.com/", "event_id": "a731bc70-95f0-4e5e-87b6-f3e7c5206f9e", "user_data": "collierdorothy" } }, { "similarity": 0.289026166443602, "face": { "face_id": "feec1048-ab19-4f61-8bcf-de577cf4c551", "external_id": "vKXaDYDxzIRaaUJrFCZO", "attribute_id": "9f619aef-5180-4e18-9f43-a96d050eb13d", "create_time": "1970-11-02T15:40:32", "lists": [ "91e3f516-964d-4846-b6ee-11047429efcc", "5d4d214a-e70c-4fbc-b34e-6d6edbd02dd2", "384670ac-af59-47a3-b4f1-95545b5ed2d1" ], "avatar": "http://lopez.com/", "event_id": "224d4f2e-197a-4f64-bee3-473d96c6415e", "user_data": "dorothy42" } } ], "list_info": { "list_id": "2fe0544e-9515-4aa5-be6f-e195a62e7044", "user_data": "9878 Wilson Bridge" } }
- 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": "a40b6cf5-f139-454a-b296-b71cf5f4dd17", "Luna-Request-Id": "NQnNvXxajECBwwYcGyEr", "events": [ { "samples": [ "8b6c7d1d-be67-4479-bb91-45410a78091b", "1162530a-9636-499b-bf7b-68bd487b63ce", "d066cbfa-c9c0-4873-820b-bb863bfb1014" ], "attributes": { "url": "https://adams.biz/", "attribute_id": "a4e210b6-3f50-4d9d-9610-274e3b525359", "score": 0.9388638626342, "basic_attributes": { "age": 38, "gender": 0, "ethnicities": { "estimations": { "asian": 0.340638429697869, "indian": 0.959941405114856, "caucasian": 0.293276414866949, "african": 0.972239189584396 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "c677c942-e7a1-4dad-9637-e73bc4512235", "ea88df92-293c-4ee5-b353-52aa8619bcc6", "6e77aece-e72f-4fd6-83a3-538844b6a279" ] }, "source": "491 Marie Junctions", "tags": [ "yadZHwvusKQuVfTqQgBN", "fqZSlPjZzCYOxoqikGuf", "jrgHrkPNNwtMtHVRmVYs" ], "event_id": "ef98f3aa-10a0-4cc5-a082-1f6f2b155345", "match": [ { "candidates": [ { "similarity": 0.13802740608478, "face": { "face_id": "26826aa5-c01a-41f1-b4fb-dd04da1545ce", "external_id": "qHMpLijBiNamunMmrxdi", "attribute_id": "50391a6c-4e14-4743-94e1-882f453e0e96", "create_time": "1990-04-07T09:10:59", "lists": [ "02d67b53-5dc1-4313-a7b7-31e96ab21f19", "cc0c9c05-89c0-44be-81df-24124d17b88d", "b5b23653-6a4c-4d79-8804-53e8cbadce10" ], "avatar": "https://www.gates.com/", "event_id": "54d54967-a336-4b72-b927-40b6c4e940ff", "user_data": "bennettchristine" } }, { "similarity": 0.376137158171258, "face": { "face_id": "bf3c8956-2ccb-439e-9793-52b1d9bb29bd", "external_id": "xEywVXEXEiDPdqTkCyFe", "attribute_id": "9b13fd89-6b9c-4194-8cc1-a96546e8eff1", "create_time": "1974-06-19T17:22:56", "lists": [ "0c49c465-98ea-4f4b-9712-f77f7fdb344b", "bf23611a-5884-49ff-8695-d881f049ea2a", "d59a3152-8b28-4572-9168-8b963e75a597" ], "avatar": "https://www.goodman-ellis.info/", "event_id": "62e5d8a2-4295-412f-8a8e-84d74fbd3562", "user_data": "johngolden" } }, { "similarity": 0.232731032239971, "face": { "face_id": "3f83ab11-fa1b-40d0-bffe-1a8ab9595b12", "external_id": "dJLaiqYJNWQFNKZOKMnw", "attribute_id": "79d77bfe-4572-4b57-a166-4be2e508a793", "create_time": "2014-11-07T19:05:21", "lists": [ "8d4f23b7-186a-4d6b-a303-ef06e3141264", "756a18cc-ae86-4a81-a063-764f4dfe2f6f", "9177657e-04f2-4db2-befc-116e98b56a3b" ], "avatar": "https://martin-porter.com/", "event_id": "6b68319d-a7ab-4611-86e3-9d5c848ad209", "user_data": "vanessalewis" } } ], "list_info": { "list_id": "3bbad07b-04e4-47f5-8188-4507284c628c", "user_data": "868 Walker Valleys" } }, { "candidates": [ { "similarity": 0.145487265866993, "face": { "face_id": "d0acd05c-749b-4e85-a245-a47a570c5a3c", "external_id": "ZpswlUcGteByfVxBqMsY", "attribute_id": "e5053664-30be-42b2-858c-2a2e2293561a", "create_time": "2002-06-07T07:00:54", "lists": [ "36f7d59a-d17d-42bb-a7b3-b0e0ec4537ab", "d1b53c26-dcfe-4e2f-ba6f-398811cd1185", "c159d02d-7bf0-4ce5-9ff5-0b312cbf7495" ], "avatar": "https://www.stewart.com/", "event_id": "c03b572f-a5ba-4134-9ef9-dd19f147c525", "user_data": "wmunoz" } }, { "similarity": 0.874126251066623, "face": { "face_id": "4c3202d4-2b88-4b23-8b65-109f27d30de7", "external_id": "ionuCmicpcTjSvGUcMaV", "attribute_id": "fc4c08b8-d2cb-4dec-a990-672a9d88a0bc", "create_time": "1975-05-23T10:19:14", "lists": [ "4a46df5f-4a06-44d0-9af1-fba0eca1b44a", "c035c60b-fc77-48ed-9fa9-ac154ddc266e", "a588c8d8-ef32-437a-9dd4-9df77abc88d6" ], "avatar": "https://olson.com/", "event_id": "d7ac32f3-f147-4c98-91c1-c37e7ae0df1d", "user_data": "mjackson" } }, { "similarity": 0.55220315329416, "face": { "face_id": "c7e41293-8c0e-4624-8943-2be10cdc4812", "external_id": "OveoJYshaIdidoGvpLVW", "attribute_id": "d52f8024-8f58-4ee4-a64b-89f723a5acae", "create_time": "1990-07-24T20:20:13", "lists": [ "00d78946-16b5-4770-8556-57e2ffceddc1", "0cc117e4-6357-4d48-8204-116a7f909f75", "e1dbd14d-4746-457b-a40c-195ee3d08a66" ], "avatar": "https://phillips.biz/", "event_id": "c02ed4cd-0567-45de-b094-2f02429d1272", "user_data": "gmorgan" } } ], "list_info": { "list_id": "402e7826-80c6-44e6-b394-9ca151720f4f", "user_data": "241 Joseph Oval" } }, { "candidates": [ { "similarity": 0.214877437303848, "face": { "face_id": "25a6417f-b377-43c8-8da7-481018bf23de", "external_id": "rbHarVgeTKBLivZmCYtw", "attribute_id": "a3140752-9e5a-4bd3-9a03-94970102fedb", "create_time": "2020-02-20T17:24:00", "lists": [ "a41c06bc-6971-48ce-aa8b-99156ebe9448", "24872b1e-8edc-4d40-b3ad-a17add2fede7", "56af6ebe-1367-467e-80fe-e4d06eaebe58" ], "avatar": "http://ochoa.biz/", "event_id": "214e078c-ae56-4da6-8b71-7285f111f267", "user_data": "briangardner" } }, { "similarity": 0.245479865742142, "face": { "face_id": "5ce7915a-6d20-485f-b50e-b1f747f427ff", "external_id": "pTTyHxwfpqTANnzxPanC", "attribute_id": "608d5db3-64e2-4c78-b0da-82a0f0023aa4", "create_time": "2002-03-21T03:22:00", "lists": [ "0107baac-fa0f-4d1a-968a-c5a8207eb3c7", "dccc3f62-7863-4db5-a466-74b24ad277c3", "606f7858-1bf0-47b5-a1d6-324d74080f89" ], "avatar": "http://davis.net/", "event_id": "3734e9f3-6437-4a46-8c96-0c8102e62838", "user_data": "allensara" } }, { "similarity": 0.18407461955627, "face": { "face_id": "59c8d272-4105-47b2-b8ff-c5396912e1ac", "external_id": "WNkqZSuSOTbcbPRFbvUi", "attribute_id": "1b7278c7-38da-4112-9dad-38e6ea678359", "create_time": "2022-12-21T15:38:34", "lists": [ "d7a9974f-f935-476a-95cb-99dbae38abd7", "16557e5e-cd2c-4248-a283-76ea365dacaa", "e7ef0404-c6f8-4889-8061-abc02a2234fd" ], "avatar": "https://parks-howard.biz/", "event_id": "71bc1788-9760-4800-b164-fee68655dd35", "user_data": "ashleyjenkins" } } ], "list_info": { "list_id": "e6667587-db38-4d91-8e90-df409f046815", "user_data": "5597 Matthew Gateway Suite 681" } } ], "url": "https://cooper-burke.com/", "face": { "face_id": "f97c3dd2-4798-42aa-bc9b-3e27fa7afd3d", "external_id": "XQefffPBcZOcCNiHgHff", "attribute_id": "c144deee-bc7b-4a2d-b23d-d70a45bfb202", "create_time": "2016-02-21T01:48:28", "lists": [ "33882c41-f155-4610-8ff7-191b1b9fbf7a", "47040be9-1ac0-45d2-a3dd-8fea8382896d", "bd0faba1-4c5e-4318-a761-7e1c4575de35" ], "avatar": "https://www.snow.com/", "event_id": "880e3488-5451-4275-919e-4dc7673f06f3", "user_data": "alexandralester" }, "detections": [ { "filename": "vzDHuZYQuSeElTKckCFB", "sample": { "url": "http://www.wright.com/", "sample_id": "564fdaf1-f96e-4446-9be7-67db35763cd0", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.894021571537139, "dark": 0.542192009059594, "saturation": 0.805667468879905, "blurriness": 0.687660242647562 }, "rect": { "height": 7825, "width": 1749, "x": 9503, "y": 3681 }, "landmarks5": [ [ 2884, 6506 ], [ 2241, 6469 ], [ 4688, 6883 ] ], "landmarks68": [ [ 9028, 1531 ], [ 1881, 6466 ], [ 2015, 3626 ] ] } } }, { "filename": "GSmcHeigTBXAdIOxSQbj", "sample": { "url": "https://www.schmitt.com/", "sample_id": "a6807398-c98f-4eaf-825d-dc84ef81ee1e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.924991181373412, "dark": 0.79565347680926, "saturation": 0.997298409239656, "blurriness": 0.95745886243007 }, "rect": { "height": 6124, "width": 9907, "x": 9786, "y": 3341 }, "landmarks5": [ [ 1893, 778 ], [ 3361, 2455 ], [ 8747, 3008 ] ], "landmarks68": [ [ 3889, 1382 ], [ 4861, 3574 ], [ 3707, 2767 ] ] } } }, { "filename": "JZKfqYhGFAYnuQzgJCJN", "sample": { "url": "https://browning.com/", "sample_id": "a27014a5-1d30-4d46-bcc9-5f5bf3bf862c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.133345662559607, "dark": 0.434972196350026, "saturation": 0.236678455135582, "blurriness": 0.156007484338864 }, "rect": { "height": 4123, "width": 2197, "x": 8268, "y": 8139 }, "landmarks5": [ [ 3199, 9617 ], [ 3095, 3515 ], [ 2347, 6387 ] ], "landmarks68": [ [ 699, 4016 ], [ 7990, 1271 ], [ 7657, 7454 ] ] } } } ] }, { "samples": [ "5e3bf869-39be-4199-8dd2-e58d516ec88a", "96ca65aa-b576-476f-8f48-37172e980eef", "03e987f8-632c-40d1-94cb-3dd66bba8669" ], "attributes": { "url": 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