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": 48, "gender": 1, "ethnicities": { "estimations": { "asian": 0.533932031292525, "indian": 0.609866539985854, "caucasian": 0.559240100292058, "african": 0.779428853678445 }, "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.boyer.com/", "attribute_id": "e6af1178-e884-4ed8-8d39-d09433e3a223", "score": 0.383808383229313, "basic_attributes": { "age": 98, "gender": 0, "ethnicities": { "estimations": { "asian": 0.850659082657178, "indian": 0.85038256666128, "caucasian": 0.711949306809157, "african": 0.85931372680152 }, "predominant_ethnicity": "asian" } }, "samples": [ "73e02a6c-5b99-45d8-b9aa-1f0407649120", "257ac44a-2102-48c4-b8b4-dc14b457871d", "a4604d3b-af9a-4f1d-a507-4684c148d304" ] }
- 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": "29dfa40e-d968-4e3e-b7e8-812d8c4f9c8a", "external_id": "lHDeJEpQfwLSrESGpUNW", "attribute_id": "090c943c-bfac-45c7-a14c-6c771f55a3e2", "create_time": "2017-07-21T22:29:18.664461", "lists": [ "c50e1847-4533-4981-a04b-ea7aa5b9eb88", "c7d93ad1-5fbc-49e4-a95f-f1d3a355e2e7", "7954b24e-2118-4f8d-b186-e3042ddde2c4" ], "avatar": "http://www.phillips.com/", "event_id": "e149639b-21cd-46b7-ad5b-a11dd8571fe6", "user_data": "jamesturner" }
- 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": "93cb9c57-dd08-4a82-b209-e401d20b0446", "user_data": "0266 Glenn Dale" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.220987359863695, "face": { "face_id": "b2597ec9-882f-4b36-9c51-51e991d6b6bb", "external_id": "GrDItuSzqFOvwNgpwrQi", "attribute_id": "47bc5516-27d2-4eee-8fba-b38ccd2a94bb", "create_time": "1997-08-31T21:01:15.618437", "lists": [ "158c3074-0bc1-49ee-84e0-41f3272f4b76", "3d56959d-48ed-4e4c-b055-62754e9d65b2", "ad0fddc3-fe9c-4da8-8426-3c5f1cdc7a76" ], "avatar": "https://www.rodriguez.com/", "event_id": "db7eef7a-4d96-437b-b8fd-80065d47a3a2", "user_data": "kscott" } }
- 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": 0.692609425993935, "face": { "face_id": "1b96f622-7bde-4906-af9b-05ae802c3867", "external_id": "mcPZsqLiEQeTqzwYeYUc", "attribute_id": "a4df7992-b6e8-4415-b629-1f4478213524", "create_time": "1998-08-13T06:49:15.127882", "lists": [ "6fa86d58-0185-40eb-ac7a-d8ac2e7c74b5", "74a09df5-3e78-478d-b52f-34cd7503562a", "4da093eb-26d0-445e-8293-d2a872ac8d70" ], "avatar": "http://melton.com/", "event_id": "ab455200-1404-42d9-97b3-26ac4b6b4e33", "user_data": "joseph40" } }, { "similarity": 0.34284182832304, "face": { "face_id": "00a86859-8a67-4c68-9c36-8bb1cd62f012", "external_id": "xGlvUWoaHzYGDvCIvIBX", "attribute_id": "e43dc190-c9e1-44b6-8ff0-7765b87db182", "create_time": "1979-02-17T12:00:29.558089", "lists": [ "1a1af96b-100e-43dd-a4f1-15d3fc24374e", "767f7ab2-eaf6-4c91-9f7e-369b400adcd8", "36577258-69b0-4d1f-acd6-014a4150bdf2" ], "avatar": "http://moyer.org/", "event_id": "50cbdf7d-6f6e-4ebc-9125-76e80bdbaa19", "user_data": "beverlywilliams" } }, { "similarity": 0.555616463272679, "face": { "face_id": "2ca7dee8-6ad9-413f-b399-6f8892107f67", "external_id": "MdwqYFsuTlesxEcMAdvf", "attribute_id": "00ea3060-e292-4e98-8538-ac8c756214a4", "create_time": "1985-10-10T12:07:34.030830", "lists": [ "1dba4ec3-7e5c-4f7a-8a83-409617cc0485", "76038859-dace-4e59-8871-338cb2e1c224", "afbff388-8e65-441e-8409-87bcb3a3a1e4" ], "avatar": "https://watson-chavez.info/", "event_id": "bfcbbb96-c51c-485d-b052-5f94899ad0b9", "user_data": "michael18" } } ], "list_info": { "list_id": "7325d3e5-0fa6-4554-9e95-fbe102a9a7e8", "user_data": "21999 Jerry Mission" } }
- 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": "adafe2d6-939e-41ca-b8bd-9d07bc6b7ae0", "Luna-Request-Id": "KwIEkOghFncsygDTIXhB", "events": [ { "samples": [ "577f2627-9cb6-432c-9ce1-6bedb48416b8", "d0b0e81a-8369-4a74-8a65-8753ec5b536b", "8f170913-9454-4840-bda4-002650b0e4c8" ], "attributes": { "url": "http://www.lee.info/", "attribute_id": "763cbbb4-b928-4817-a1ef-28912cd0f605", "score": 0.777366340397942, "basic_attributes": { "age": 25, "gender": 1, "ethnicities": { "estimations": { "asian": 0.304636005774599, "indian": 0.389274819529206, "caucasian": 0.554124927893314, "african": 0.629757494560075 }, "predominant_ethnicity": "indian" } }, "samples": [ "4a94472c-99b2-45b3-911c-01da980269c3", "e69a0aba-2a18-40d5-a27c-7b4f7f5814db", "14fb4317-1ca6-4971-9cbd-4c9b11848f6e" ] }, "source": "58416 Hanson Track Apt. 136", "tags": [ "dZIOgDvUteOZzhCqFawm", "VRrQhTQwAuiyQwhOvFHl", "ZzCrNnstJZxmJRuaaHsW" ], "event_id": "76e6d0d7-33e3-4bf6-9387-d6d727941008", "match": [ { "candidates": [ { "similarity": 0.698261826239345, "face": { "face_id": "555509c9-e861-4055-8ce3-bce3fb3545ad", "external_id": "hbdKBtECpRyAgNviZANu", "attribute_id": "bff4c2a3-3ee3-4550-9577-2063fb0a9a6e", "create_time": "2020-07-28T02:44:47.803516", "lists": [ "c25e39d5-f2ed-4404-a43b-3b9ddb32d8b2", "469a8343-d82c-4604-8f7f-63e17970c368", "5ef824a6-d0d1-46e4-adde-b918d77bb964" ], "avatar": "http://www.brown.com/", "event_id": "de037263-892f-4490-ae4b-4c14fd11f866", "user_data": "derek26" } }, { "similarity": 0.809584051911262, "face": { "face_id": "a563ab0f-c810-4756-9721-cf893b42241e", "external_id": "OjVndGSYyacfKZCcXIUX", "attribute_id": "c8a75b75-4153-4e57-8bac-795a54cbf5cf", "create_time": "1979-06-17T17:19:36.340603", "lists": [ "9388ef59-0f3a-4eb9-b8fe-1f074ad64f7a", "c164306e-10da-4879-a0a7-92859a0172da", "6a031705-6120-4ca2-a1da-6b435eeb19c3" ], "avatar": "https://www.hodges.biz/", "event_id": "a3523b8a-b09e-4725-8cbc-0001d4d3154b", "user_data": "iwilson" } }, { "similarity": 0.620785682663011, "face": { "face_id": "496de112-c438-4cbe-9947-1f5b2695ecc5", "external_id": "SBzizccagFqUCembEhhF", "attribute_id": "a5f5a3fa-fba7-412e-901a-a19477308108", "create_time": "1980-08-04T14:59:07.103592", "lists": [ "6a9d483d-cca9-403f-a4ac-c22fafb7bd66", "b53c9ce5-85c9-424c-9963-36c559768d67", "58063aa5-de71-4ec8-8fb9-7156b1451653" ], "avatar": "http://www.lee-lewis.biz/", "event_id": "8fe468a5-d3f1-4b54-9367-b95165da741b", "user_data": "anne16" } } ], "list_info": { "list_id": "98b6dcf3-69e5-4948-8994-8973fe7cbe42", "user_data": "694 Todd Fort" } }, { "candidates": [ { "similarity": 0.456796208436834, "face": { "face_id": "a351ecbe-3172-4ba6-8dde-532b9eabe955", "external_id": "GCcZqzKNnWJrmznDuetr", "attribute_id": "c95e7648-a603-4e87-b8e1-b02e295e7a84", "create_time": "2011-10-11T22:40:13.084701", "lists": [ "cdb32e50-07a6-405d-8256-e5a465da4134", "373ee91b-05c9-462f-beed-f720572411a8", "91bf2af8-7356-4bcb-8b36-39c7dceaa932" ], "avatar": "http://long.com/", "event_id": "d5379442-5f89-4230-acb7-94621ee404be", "user_data": "dustinrichardson" } }, { "similarity": 0.691654429595585, "face": { "face_id": "c5c2ecc2-efd2-4139-86e1-e61099cb3af2", "external_id": "OeKQmybacubTAlSHlGuH", "attribute_id": "1865b86a-cc4b-4a21-905d-c5ab7a82001e", "create_time": "2018-11-30T22:39:12.090671", "lists": [ "8f9f2f51-841e-40f0-a3b9-7238e7d0988a", "caef7dc7-7751-4189-bf8c-bfa1e8ee9ab3", "2f7fe171-de2a-4277-af3b-3a0b1a59b4ac" ], "avatar": "https://www.jones.biz/", "event_id": "59314d0c-0de3-4951-a909-643a33e66fe4", "user_data": "hannah93" } }, { "similarity": 0.289934977526805, "face": { "face_id": "7ddd0e42-8889-48fd-a53f-a9491408e499", "external_id": "giUyvnUITzmQsPCERYCo", "attribute_id": "6d938652-0e15-4e34-9838-d8c2433a7176", "create_time": "1970-03-27T18:36:06.810518", "lists": [ "98b0a4b5-1a68-43ed-b79d-e9d5265cd32f", "58c41d75-3612-4392-88c4-a97653463e75", "6abcf323-e3ff-4937-8188-23937449d65f" ], "avatar": "http://daniel.com/", "event_id": "fa8478f3-593c-4330-92f0-fef469713048", "user_data": "therrera" } } ], "list_info": { "list_id": "00db908e-fd9a-4dd2-81dc-49b61d281a9b", "user_data": "66030 Chung Ports" } }, { "candidates": [ { "similarity": 0.755443381667607, "face": { "face_id": "7a10d6aa-f4a4-4973-88f8-475860154976", "external_id": "srznPDmfmsuNEcQRmURL", "attribute_id": "b8ce09f9-632c-4b52-98b2-b90af69e3e78", "create_time": "1979-11-20T21:10:22.302810", "lists": [ "a0374bce-571e-4716-ba91-0e0f8933be18", "33a4fb21-151f-4ba5-bfb8-f48cdc93ed10", "aed579df-b0dc-4eb2-a197-8eb144f8386a" ], "avatar": "https://www.choi.com/", "event_id": "203a7fcd-352a-4235-b49d-d5a5296cf0b3", "user_data": "triggs" } }, { "similarity": 0.1576418325939, "face": { "face_id": "86166d08-d97d-44cc-96f7-3d559e760766", "external_id": "RlIqHZvtOMTNBUuEzmGQ", "attribute_id": "af23b445-6bf5-463d-9ce8-5899ea07059f", "create_time": "1999-12-17T18:52:45.091390", "lists": [ "21ba693e-8afc-45d9-b762-a74759ea9668", "7491b999-adf9-47a6-8cc4-78192a4c00b6", "ce46b641-5359-45a3-97b6-f1d81fdebdb7" ], "avatar": "https://freeman-pena.com/", "event_id": "fab28607-8a9a-4bca-91ae-6c1a321a10fb", "user_data": "steven58" } }, { "similarity": 0.439971089542521, "face": { "face_id": "ee7efd23-a527-4149-885a-f7af56e03bcf", "external_id": "bugbcfEuHdwQRcPuzgky", "attribute_id": "fbc5bc80-0b64-4687-b823-066c04bdf061", "create_time": "2003-01-04T07:24:13.972132", "lists": [ "c5bd4d18-e25f-45ab-80e2-d516e00a2966", "04f40a4d-7a07-4102-912e-4af7822a4124", "0db5a51e-dc60-4479-865f-884d7427f373" ], "avatar": "https://www.valentine.com/", "event_id": "85717220-266a-480d-af82-0ce3c8950336", "user_data": "fwoods" } } ], "list_info": { "list_id": "e5ff5a51-29bc-47d0-856b-ee59c5b9af51", "user_data": "78227 Burch Mountain Apt. 130" } } ], "url": "https://ritter.net/", "face": { "face_id": "11d01607-a237-44ef-8801-e8694625b66d", "external_id": "yNFuVoqAMhzIfsZbXUhM", "attribute_id": "dd8c972c-4740-46b6-b4a2-40736b591f51", "create_time": "2003-08-28T19:23:21.595845", "lists": [ "47de71ca-8643-4d66-8021-4adccd061c1f", "68da5ab6-35d8-457c-ac85-d4b7afc20e5b", "c423e64c-d141-4eb5-ba48-28e568ec2d92" ], "avatar": "http://kline-james.org/", "event_id": "9556f8e8-efc9-42b1-8a31-594014813922", "user_data": "greg49" }, "detections": [ { "filename": "IAfhoICVOdRMLovOJSKi", "sample": { "url": "https://burgess.org/", "sample_id": "84d3f26d-02e7-409e-ad1f-69c2421bf218", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.624136856632799, "dark": 0.576439139775359, "saturation": 0.413183305700762, "blurriness": 0.885928402772 }, "rect": { "height": 9754, "width": 3633, "x": 8838, "y": 5400 }, "landmarks5": [ [ 4904, 9693 ], [ 5131, 8297 ], [ 7704, 7354 ] ], "landmarks68": [ [ 5313, 8821 ], [ 4523, 6085 ], [ 5779, 2241 ] ] } } }, { "filename": "PsoItvZWIcLNkoTWlCUv", "sample": { "url": "https://vasquez.net/", "sample_id": "2ebf5f2a-7635-4e02-bd2c-f1841448668e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.219818340386063, "dark": 0.495801294005554, "saturation": 0.915192056667441, "blurriness": 0.296036893190363 }, "rect": { "height": 5686, "width": 9819, "x": 2916, "y": 8523 }, "landmarks5": [ [ 380, 1057 ], [ 2784, 9625 ], [ 2237, 6828 ] ], "landmarks68": [ [ 3531, 7128 ], [ 9700, 7574 ], [ 4352, 8878 ] ] } } }, { "filename": "ajGEUzuxubOOBneVmdMQ", "sample": { "url": "http://www.fisher-johnson.net/", "sample_id": "e133abcf-c3b8-4fbc-83e8-eb8b58a13aaa", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.676398247061793, "dark": 0.723068945936133, "saturation": 0.309972089411346, "blurriness": 0.839501574338415 }, "rect": { "height": 6881, "width": 7834, "x": 9136, "y": 3449 }, "landmarks5": [ [ 9483, 2434 ], [ 452, 9401 ], [ 7256, 306 ] ], "landmarks68": [ [ 900, 6775 ], [ 6696, 8142 ], [ 2882, 7438 ] ] } } } ] }, { "samples": [ "28cb434f-2e82-4cc1-9586-bd72c199787f", "5de4097f-5afc-4a1e-87e0-90f8bb88c58c", 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