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": 93, "gender": 0, "ethnicities": { "estimations": { "asian": 0.238129857552361, "indian": 0.817315012509192, "caucasian": 0.681338246766044, "african": 0.139689999107983 }, "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://harvey.com/", "attribute_id": "237d73bf-dce4-4385-9267-2e1bbc53aa11", "score": 0.638083845206412, "basic_attributes": { "age": 45, "gender": 1, "ethnicities": { "estimations": { "asian": 0.99025897011392, "indian": 0.264753458653824, "caucasian": 0.520475100025874, "african": 0.709299710484055 }, "predominant_ethnicity": "asian" } }, "samples": [ "c13008dc-3ff9-4236-8d20-e154237eaffd", "15a28973-cd8f-4433-807b-d5d607258a12", "a2172465-2ff8-4618-be03-19ffec8b1c79" ] }
- 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": "ff4f3a44-6417-4dd0-b60c-d324923ff57c", "external_id": "asfLxNqOFWzgDBaShlFm", "attribute_id": "bb79695e-ac39-4844-9387-b4f8567f19bc", "create_time": "1971-12-18T06:30:42.787617", "lists": [ "a592d67a-3bc3-40f0-98b8-1cce4921475a", "a5d17db0-c159-4411-a60a-0e9bd5a5d3f5", "bf89a38b-4a81-41f0-81b0-24d71f65b703" ], "avatar": "https://www.ramirez.com/", "event_id": "ebe0e1d4-ed9b-4ee9-a49f-cae05641bd65", "user_data": "cassandra06" }
- 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": "fd98b952-3b2c-41d6-b061-3e5ae89edc1e", "user_data": "21504 Joshua Cliffs Apt. 038" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.547729408149963, "face": { "face_id": "d000451e-ec78-40f9-a59e-77c1013f80a9", "external_id": "vXmkVGFQwkEcMrsoeqLA", "attribute_id": "720b8fd7-ee0c-404b-bd95-52979e026cfe", "create_time": "2005-11-19T12:34:01.055103", "lists": [ "ee53e3da-60fc-45a0-bfff-4053a8d7a50b", "ebad7e72-01d0-42a4-abc3-a9c26272ae78", "4db61290-f3b1-4e09-bb8e-c28eb77b9749" ], "avatar": "https://acosta-hernandez.info/", "event_id": "ae73da74-2b20-444f-ad15-b5b0149b3dcf", "user_data": "toni26" } }
- 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": 0.819178821761373, "face": { "face_id": "cacbe98d-6e13-4bb4-ba5e-94e00a3b087c", "external_id": "tDfEirFuqBGFtCeEClhM", "attribute_id": "e15414d1-0b2f-4087-b8e9-b6a0d5d1d4e7", "create_time": "1974-10-18T11:38:17.319775", "lists": [ "cdbf2aa0-a8e1-4b6b-ab57-4928b1301165", "b2b14ea4-6dcf-4c63-9513-7b9e6fda7894", "0ff62d5f-5dae-4cb8-894f-bb388d2bcde4" ], "avatar": "http://www.mccormick.com/", "event_id": "0f2a1356-4086-4cac-9e97-1a41496b6b0b", "user_data": "melissabenitez" } }, { "similarity": 0.127908474198787, "face": { "face_id": "644305d7-f1f5-420d-a792-833e5d555313", "external_id": "xUUOtooBFMDPNYfQsnwj", "attribute_id": "8a9de414-7b68-4eab-94d0-14f0ab4dfdf0", "create_time": "2004-07-08T10:20:07.527356", "lists": [ "0ebae261-ca00-42bd-b06c-4789f3706cf2", "84751c1a-718f-4dc3-9baa-82e08a7b8664", "720ab8af-0f43-4735-bf73-9e0aab3b0137" ], "avatar": "https://jones.com/", "event_id": "2a52becd-b4e9-457d-842b-150b6775e7f5", "user_data": "grantwallace" } }, { "similarity": 0.791113269981444, "face": { "face_id": "5ebf6c99-9be9-4d18-979d-996f177f3ad8", "external_id": "hCWgWHoamMvKsxwcAQrS", "attribute_id": "2324f7b8-cb3e-4bff-a186-f8112966aa47", "create_time": "1995-04-09T17:22:58.215865", "lists": [ "64b38428-6a2e-4197-894c-dc5573511e87", "8dbb7a9a-74e8-47dd-bc96-1030a9bb4b06", "776aef7d-779c-42ce-be55-9a22fa216b33" ], "avatar": "https://www.obrien.com/", "event_id": "53f6b24b-dc55-4ea6-9bfe-0bbae1232cdc", "user_data": "jaredrubio" } } ], "list_info": { "list_id": "cd693cc0-98f7-42f8-b6b0-7c63434ee97e", "user_data": "59086 Mejia Port Apt. 519" } }
- 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": "7aef90f5-db03-4810-8cc7-60d45e1cc1d6", "Luna-Request-Id": "kNDEWwuFzbVgBpqnHlbC", "events": [ { "samples": [ "b83046e7-ad2a-4490-bf20-be743e86eb67", "7f00153a-f553-40d0-b527-bd90f955f27d", "1829abc8-577a-46bd-82c1-0dffc512c354" ], "attributes": { "url": "http://moore-harmon.info/", "attribute_id": "cc2cd10a-2b72-436a-9ff2-5645fdd976b9", "score": 0.8349186479052, "basic_attributes": { "age": 21, "gender": 0, "ethnicities": { "estimations": { "asian": 0.256396519281701, "indian": 0.907849118102245, "caucasian": 0.253657785521984, "african": 0.290111160560765 }, "predominant_ethnicity": "african" } }, "samples": [ "27b85f0c-a9e3-41b5-9198-e82866cc79c2", "8784b605-4466-4d32-8b37-73275f871a9d", "8694a271-dbb7-4b53-9280-4385408dc1ea" ] }, "source": "20230 Lee Lights Apt. 878", "tags": [ "LOCNfpkQaNyJrxKBjTkT", "PALmljBsECqOEoxDbyeB", "ZBXuQYmIMxJYHpCFavUF" ], "event_id": "f176c3f8-e769-4004-88e1-6cd195a3de2d", "match": [ { "candidates": [ { "similarity": 0.638578005422358, "face": { "face_id": "1bacd459-c1aa-4a12-a3b9-ded2aa8952c4", "external_id": "WnWiKIqUMwJROOezOyiI", "attribute_id": "77b92dd7-5938-41a8-b57a-a243dfc88f4c", "create_time": "2010-03-23T06:42:32.224073", "lists": [ "c14cbe3e-4d1d-4396-a209-62d1a90ad178", "aa529d3e-265d-464b-b058-690ef173c4ce", "04df778d-4ec1-4d59-bbf6-667f5b2b6300" ], "avatar": "http://www.brock-ramirez.info/", "event_id": "ba42ba16-b59b-4f8d-a385-8c90bab99919", "user_data": "debramoore" } }, { "similarity": 0.614788918612366, "face": { "face_id": "61d6226e-0e46-4df5-88e5-c9ceea2cb008", "external_id": "AExUczoPOUxJCivNHtWm", "attribute_id": "c2f13e2b-6a99-4d20-a350-a4b9c5ae5ecd", "create_time": "1992-04-28T11:23:39.438563", "lists": [ "202e5af4-796e-4a17-a3d5-f3b8c0575b64", "0f3dd1c5-453f-4ebc-b64e-f535fa74f5ce", "68e90397-13a5-4688-b53d-e5dc71ac3a9c" ], "avatar": "https://www.green.com/", "event_id": "f205220d-32b7-49dc-95c9-24653aaaee21", "user_data": "iadams" } }, { "similarity": 0.764799400310297, "face": { "face_id": "0e679d4b-45e2-439e-9668-bfea1ed4f07f", "external_id": "cLIEbSQkDQdLGyQHXYVk", "attribute_id": "11eb00a7-a45a-4012-891a-0d9badf1af4f", "create_time": "1972-07-04T20:18:11.678785", "lists": [ "2a749e35-7054-433e-a597-1998e5500195", "3a7c4bb2-8c0f-4d2a-b043-12a10f903e3e", "baba32d9-25ee-4199-8445-e282f7a9658d" ], "avatar": "http://www.owen-rice.net/", "event_id": "fc695a5b-6f48-4b50-9c79-42ab18516fc5", "user_data": "eatonbrian" } } ], "list_info": { "list_id": "a0259e73-032b-44f6-baf2-f670a686846e", "user_data": "226 Richardson Divide Suite 209" } }, { "candidates": [ { "similarity": 0.540346249801231, "face": { "face_id": "00179a27-7ee4-4346-9945-7fed7b3cb104", "external_id": "oUoqoiJBBWrfAqYGFfXy", "attribute_id": "a3dc4945-ce47-4e0b-a832-881259641bc2", "create_time": "2019-11-03T16:20:49.388118", "lists": [ "08904e2a-14e1-46f1-9745-54c45c0b62cc", "8e9c7942-6e88-414e-af85-b8c5ee5f19f0", "65c55511-775a-4eee-bdf5-cc62bc90c1be" ], "avatar": "https://www.silva.com/", "event_id": "fcbd1e0f-b396-41aa-b817-704e9380fea9", "user_data": "carterashley" } }, { "similarity": 0.756495351216551, "face": { "face_id": "e8a4b106-671a-4e3d-86ac-1cbf7d34fed0", "external_id": "yDogCVdOQdkkZyCVhsaR", "attribute_id": "70c8ba9b-a760-4f31-96ba-33ca68cc0b5c", "create_time": "1986-04-16T14:23:19.255628", "lists": [ "d201ccca-aa92-4e48-8951-d3f1c1e69629", "51df3e90-281a-4b7f-9054-6d5ac2103cfe", "90535dbe-94f9-4903-a607-aa9dd63f7d16" ], "avatar": "https://garcia.com/", "event_id": "aaf12131-4092-4d13-b18e-2dbea38af979", "user_data": "millsnicole" } }, { "similarity": 0.887043254562389, "face": { "face_id": "6045454a-86af-4a71-af24-23589c21bd1f", "external_id": "PYtssmXbcWWberhciMEu", "attribute_id": "aebf8b3e-dca8-4b13-b432-644a9d3bf119", "create_time": "1979-05-02T00:18:41.969582", "lists": [ "f94f1fae-b9cc-43e3-8d53-9c381ec34126", "f0881503-a9cd-4c4d-9549-5088c76ec77e", "d5a25e98-f124-42c0-a95a-0d83f28af4a9" ], "avatar": "https://johnson.net/", "event_id": "37319be8-9e71-4a5e-bc58-0f7cd8ced7b7", "user_data": "debra11" } } ], "list_info": { "list_id": "0e44ed76-709f-41e7-b8b5-ab678484f640", "user_data": "43596 Katelyn Street Apt. 645" } }, { "candidates": [ { "similarity": 0.670655528152399, "face": { "face_id": "d68bf3ad-7bb6-47b3-9569-7da79987d0f7", "external_id": "FpHMydYBZSIruEXXxQAC", "attribute_id": "74c94746-de99-4902-abd3-9c88fd21a962", "create_time": "2004-06-08T05:11:43.526757", "lists": [ "e778f437-4507-4a98-98af-8bd129a2f994", "923cbc7d-3bb5-4b1a-bb38-ab60d459f90a", "64d032ef-4040-4abe-89c5-25e484fba816" ], "avatar": "http://www.barr-cherry.net/", "event_id": "3fd3ce1b-8d67-4388-b68a-c6fc459863c6", "user_data": "marie30" } }, { "similarity": 0.95162828755668, "face": { "face_id": "b59280b6-d0cd-4ba0-9ba5-27087cf8beb0", "external_id": "rgwAnAkuDDPuwRMkKAQn", "attribute_id": "f4eaa860-4c55-41d1-9b5e-52ca908cf8ae", "create_time": "1986-12-14T17:47:39.286456", "lists": [ "527362cc-9545-4ce3-8734-def17d240dc5", "603a03ea-2d0a-4ca9-bc7b-2c92da4ce0cc", "b306377b-d125-4ff3-bcb3-9d52d3dc0527" ], "avatar": "https://evans.com/", "event_id": "6aaaf023-ce45-4e30-963e-1503e3e0b009", "user_data": "kmiller" } }, { "similarity": 0.199432436553034, "face": { "face_id": "c9912567-4f3d-4af9-a704-81db49761bbd", "external_id": "VboYlmgOhzyVnttwjrhb", "attribute_id": "f1b32e72-6e7d-4fb6-8ead-e928d43beb6b", "create_time": "1971-08-14T21:18:43.317409", "lists": [ "5f684c12-9cca-4065-8db2-319ead075a58", "e6b248a5-6697-4eca-bbd1-63b18908bd33", "d227b1fe-6b28-4c5b-9d49-12fac613888c" ], "avatar": "http://rose.com/", "event_id": "ad69c522-c2c4-43be-8d15-28c1ba33124f", "user_data": "nbarnett" } } ], "list_info": { "list_id": "45c5d9c3-59e7-4ebd-814a-5cba771df4d9", "user_data": "813 Garcia Creek Suite 480" } } ], "url": "https://oneill.net/", "face": { "face_id": "5b6ef9e3-aace-4331-9974-7b460c7a26a4", "external_id": "czaWlfGVQprsYpbyJVBG", "attribute_id": "c44a0962-528a-47d9-85dd-294eab3b7d3b", "create_time": "2011-01-09T13:04:13.244012", "lists": [ "2a18e524-f600-4eee-a29a-9d6d52b4c11f", "18da79d6-6ec5-4bf4-b7a7-297431f199b8", "f9041862-3254-40f5-91e1-e499a7f717a3" ], "avatar": "https://www.price-sullivan.com/", "event_id": "6492ca5c-ecbb-4d04-8374-834920059761", "user_data": "ryan35" }, "detections": [ { "filename": "VkWnHmdmQEQZjCNOjRoE", "sample": { "url": "https://obrien.com/", "sample_id": "7d32af35-01af-423b-84ee-cf4c9bc35981", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.37886551221382, "dark": 0.955637605399848, "saturation": 0.436727169399326, "blurriness": 0.670263094561803 }, "rect": { "height": 5390, "width": 7572, "x": 6541, "y": 4453 }, "landmarks5": [ [ 5169, 4569 ], [ 7709, 3260 ], [ 5620, 31 ] ], "landmarks68": [ [ 1709, 794 ], [ 9521, 4440 ], [ 7728, 9293 ] ] } } }, { "filename": "kQOviFfoRlGbPsUIcMlC", "sample": { "url": "https://www.meyer.com/", "sample_id": "5c3a5771-d2a5-4708-a675-7e9aa656b78d", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.493720044947652, "dark": 0.527359421500625, "saturation": 0.985378841906598, "blurriness": 0.251139124528272 }, "rect": { "height": 1879, "width": 2194, "x": 4263, "y": 8483 }, "landmarks5": [ [ 3658, 7234 ], [ 5269, 5042 ], [ 9880, 9390 ] ], "landmarks68": [ [ 9907, 7127 ], [ 6184, 5562 ], [ 9048, 5244 ] ] } } }, { "filename": "hwfpohJzAaKKJUKFAMrW", "sample": { "url": "https://www.pruitt.info/", "sample_id": "a5e4f711-3f61-45ae-abf7-e6aa9b8287a7", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.945373736051627, "dark": 0.348877019675729, "saturation": 0.140073369114616, "blurriness": 0.347520563806332 }, "rect": { "height": 3233, "width": 2741, "x": 1142, "y": 5656 }, "landmarks5": [ [ 3184, 8754 ], [ 6281, 5092 ], [ 9722, 7674 ] ], "landmarks68": [ [ 4030, 4109 ], [ 8390, 7831 ], [ 7885, 150 ] ] } } } ] }, { "samples": [ "87178252-c368-4e03-8f3f-1e2763420c76", "a639ef5f-3f1a-4960-ba20-f4ee8f2c4c21", 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