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": 46, "gender": 1, "ethnicities": { "estimations": { "asian": 0.227250008657686, "indian": 0.62161387405272, "caucasian": 0.203961894619476, "african": 0.30157805476635 }, "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": "https://www.gordon-fisher.com/", "attribute_id": "645fa0ac-6e26-4e7b-a37b-edb9934e04e8", "score": 0.252976961386524, "basic_attributes": { "age": 49, "gender": 1, "ethnicities": { "estimations": { "asian": 0.518534333322114, "indian": 0.576388405988723, "caucasian": 0.290219193599702, "african": 0.165423716554188 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "b075e92c-e768-4a4b-bb6a-6219bc454d20", "d92a2394-36bc-4d72-ab54-dba719898973", "dd36314d-ed26-4eca-8bbe-1ad67d8287b0" ] }
- 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": "2ecdd92f-de5a-495f-9bf1-6310ed47c2b3", "external_id": "SpXBpTgLWUSHaGHNQqHk", "attribute_id": "a875aab6-f7d3-4e26-8db5-54430329a3bb", "create_time": "2022-02-01T12:16:26", "lists": [ "54a22491-2a9f-41a5-9e34-2caa0d967da5", "1ec0b140-47f3-41cb-8763-0b947e84de96", "dc86a0d6-dc08-49d9-af04-a1a00e33e6c0" ], "avatar": "https://white.com/", "event_id": "6fe88898-8004-4350-a0f2-dd57a57f0dc0", "user_data": "brendawilson" }
- 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": "a5327ab7-8d38-4d06-9150-f5b5a35bad6f", "user_data": "35739 Burch Villages Suite 802" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.649812746528877, "face": { "face_id": "e07ab69e-f512-47be-89ff-9c6cc38756c3", "external_id": "UvtjikOVTlVKBkjFMSmA", "attribute_id": "c0a803d4-0400-487c-8f8f-d8fa6a64082c", "create_time": "1979-06-20T03:37:47", "lists": [ "1b06e270-f5cf-4597-8f3b-4192e37d2094", "e9aa7a77-f19a-4c1d-983f-f1f6ac9110b0", "c45fb49b-b2ee-47d1-b2a0-4f5ffc8f88b2" ], "avatar": "http://www.gonzalez-white.com/", "event_id": "db271c20-2d81-41ff-b7ff-87f2d437d0a0", "user_data": "russellhansen" } }
- 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": 0.380718879982234, "face": { "face_id": "6e405514-ff06-4d7e-95fd-da726ddaac0e", "external_id": "FXvBkIKSEoxJCNxFXaqG", "attribute_id": "383999ae-4ec1-45fc-818b-954e9557b3f2", "create_time": "1972-01-13T19:26:36", "lists": [ "7a3dc4c9-cf1a-42ec-a7f0-b854585516fa", "b297d86e-ea11-4b77-9179-df7a09cc2306", "f70fab70-2b4e-445f-8075-e590951611cb" ], "avatar": "http://www.smith.com/", "event_id": "f7e942a4-0f1b-4c3e-8958-e291963e79ce", "user_data": "steeledale" } }, { "similarity": 0.607821414948945, "face": { "face_id": "6ccaef1f-a9d8-4c78-9e30-d7aaa9f49b2a", "external_id": "FiZpslvbBiMwtYVTvCuN", "attribute_id": "5465c37c-4f6c-4538-9ec4-42436c37dc9c", "create_time": "1991-05-23T04:28:42", "lists": [ "465440f6-6f3c-4b71-8468-00d768c73e7d", "bc2566e8-7945-4afc-8232-0fb49ccdd098", "6c984e6d-4fd1-4ecc-bffd-fa42744aa69f" ], "avatar": "http://leon.com/", "event_id": "e36e4d39-8841-408b-a5c0-5a3f7cf8ff69", "user_data": "marysanchez" } }, { "similarity": 0.233321872408476, "face": { "face_id": "61794526-906d-41ca-9154-b6b585c6e621", "external_id": "KwmMMfkkQwYffZOlgZZa", "attribute_id": "de52e678-186f-47c1-8b3d-cc575e865ed6", "create_time": "1972-09-28T18:14:25", "lists": [ "896657f5-9222-4172-bd71-d08e21f63073", "be737895-9fd2-4c57-8b7b-42cdd2aeb0a7", "23e85185-c8e0-477a-bc54-3488889e3464" ], "avatar": "https://page-norris.com/", "event_id": "9d204bed-3bf3-42a2-9b4f-d95a350a39d9", "user_data": "llynch" } } ], "list_info": { "list_id": "d05a6457-9a55-4117-9b27-cbd3edb68229", "user_data": "1602 Williams Knoll Apt. 684" } }
- 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": "ff0332a1-7479-4e96-8801-084eecb05b8c", "Luna-Request-Id": "WDuCOSndJBMZirmnsnqG", "events": [ { "samples": [ "23a26850-c466-4260-9d57-e3c77e5569f2", "d0e5c8cf-a9bd-4b6d-8a48-c097a7ce63a7", "6c8bc10a-f2c2-4296-b71b-c696f743e6d9" ], "attributes": { "url": "https://fry-robinson.org/", "attribute_id": "e5390508-bdf1-4736-9e4c-40d60fc3d179", "score": 0.116550793856924, "basic_attributes": { "age": 34, "gender": 0, "ethnicities": { "estimations": { "asian": 0.290611406713112, "indian": 0.565479639277748, "caucasian": 0.469268520979102, "african": 0.512365028743184 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "b3965b39-f81d-4a2d-822a-91c13a7d16d2", "99764439-d94c-439a-ab5a-be54e63802a4", "7f772eec-1179-4e41-8828-aeccf584f143" ] }, "source": "9112 Kimberly Rue", "tags": [ "feZnkWYOfKrGeLpdlXJP", "fZHXHCLzCFSQWLUrWupd", "RtfIqOGrLDOAgvWhIYWT" ], "event_id": "a0a2f754-be8b-4931-89d4-2a1c878ef9e8", "match": [ { "candidates": [ { "similarity": 0.875464716048044, "face": { "face_id": "cac6221f-68a2-4537-b653-bd691298e3e6", "external_id": "EBXLPcLvzyjVaqCbtRdX", "attribute_id": "5eea6c93-2081-439d-9004-e407052034dd", "create_time": "1978-11-15T01:55:24", "lists": [ "620788ba-9a26-4887-ad26-00a8d8e14a09", "8a07d303-6b84-403b-83b2-b803cb9ca6fe", "763e8d25-7aba-475b-9b9c-553f35d1ac14" ], "avatar": "http://www.lewis-lewis.com/", "event_id": "3b289d65-e6a9-426f-a978-42800ba369b7", "user_data": "kimberlymclean" } }, { "similarity": 0.84253409190561, "face": { "face_id": "34c34a42-479d-4db5-ba0a-3699acfde425", "external_id": "TwiwDeGAEHuOWeiefvGK", "attribute_id": "c421be42-2b21-4045-a2e0-0c9768c94c19", "create_time": "2005-05-01T23:05:05", "lists": [ "15a7c449-52fa-4661-b517-904b5a15f11b", "88775e90-db0e-4613-8b9c-09f04d90a7c0", "8981356e-6fcf-430b-96c4-03c7aa484342" ], "avatar": "https://www.owens.com/", "event_id": "7f5597d1-c2b0-4c99-9b91-ed507d987950", "user_data": "james58" } }, { "similarity": 0.462287704890539, "face": { "face_id": "276b3c37-e7b5-4aee-bead-f525bffd9bca", "external_id": "jZZsjcpBIrxRNpGWskJc", "attribute_id": "1e03d234-6b92-4730-bcda-6f7621f7744b", "create_time": "2004-05-27T05:16:46", "lists": [ "0aa5af0e-9f67-4db3-a9d5-c5774a088bae", "75f726a5-a3b9-4a12-ac94-35aa12106e64", "c9fff3ae-8983-4c21-ad2d-30c06b7e3856" ], "avatar": "http://www.kelly.com/", "event_id": "dcff0f6c-fb5b-41a4-9fad-9556957f28e0", "user_data": "arichmond" } } ], "list_info": { "list_id": "07ef88d0-a858-4a27-a0d5-6e18f655515b", "user_data": "46869 Gentry Villages" } }, { "candidates": [ { "similarity": 0.931063270069663, "face": { "face_id": "da8445ff-7dd9-479b-8451-f66ca4fd2695", "external_id": "QEZiWqrwljxZkqVcWnSt", "attribute_id": "d1fc2603-7410-4eac-8056-360222fccabe", "create_time": "2011-12-03T18:01:41", "lists": [ "1616b055-bc1d-43b9-a6c0-a9e3e745d8e8", "9ddcc4e2-dd2e-40b4-bf69-a3a096b4d7da", "0bc1fb1c-17ef-4607-9502-4313b4e6e799" ], "avatar": "https://garcia.com/", "event_id": "70f7da00-a648-4724-a025-576fdaa156e3", "user_data": "qpatel" } }, { "similarity": 0.393947936657544, "face": { "face_id": "51f893f9-6a26-424a-b947-3d2eab2b47d3", "external_id": "IoldUjjhJxhbWnSOhAKC", "attribute_id": "573b9ee8-d086-43fb-a314-5ac81a8ba2c7", "create_time": "2020-12-29T19:31:57", "lists": [ "432be342-61c2-4afa-9480-e5703547247a", "9de487c8-cbfb-4497-80a6-9edc39728ae7", "44d00195-2c27-402e-afe6-43a723e61829" ], "avatar": "https://moore.com/", "event_id": "71822b72-e192-4fb8-9918-79e923056d62", "user_data": "gibsondaryl" } }, { "similarity": 0.985794072831819, "face": { "face_id": "af4bded6-e3df-4edf-bc13-1f51a652adc7", "external_id": "HqidtIJUyzPMzFHYzaTp", "attribute_id": "dbc7232d-56e2-439b-b6aa-a07b482ee3ad", "create_time": "2015-09-03T10:55:14", "lists": [ "ccda76d3-d930-40a6-a6a1-a79b4c2a07aa", "b952b5f1-4492-4d68-837b-af701b33e485", "47f2485d-b76b-48ec-b374-272ceebbdc8f" ], "avatar": "https://www.holland.com/", "event_id": "f1876e1e-a2b2-424f-9586-3edd28fb8d51", "user_data": "ashley63" } } ], "list_info": { "list_id": "72d49f2a-d9d6-4228-bab2-e8e8f6a1c0e4", "user_data": "1362 Bishop Stravenue" } }, { "candidates": [ { "similarity": 0.625750867324754, "face": { "face_id": "fa5529ba-a6ce-4b1c-9829-96ad5b5cd879", "external_id": "jdUMevrTckbzdrWNGqKK", "attribute_id": "8853cdec-4ddd-47d5-9a5d-066c1f571293", "create_time": "1999-01-08T15:45:22", "lists": [ "c23711e1-1a06-47f4-82aa-e8b64100ab8d", "8b2ef4e2-7a1f-4b2a-bae1-6f41a55cb388", "704642a3-94a4-4422-9d92-3e5f627eee90" ], "avatar": "https://www.pittman.org/", "event_id": "a5133dbc-0dcc-46c9-9e8e-5c83f81c7149", "user_data": "bscott" } }, { "similarity": 0.635187365009034, "face": { "face_id": "ed40055d-c0db-4e63-b004-e71999a30bf2", "external_id": "pOrTUxOYoNWNXnlYMvLE", "attribute_id": "7920aee8-07cb-4fbf-aa0a-415f51e295ce", "create_time": "1987-07-11T03:45:24", "lists": [ "3cef25b6-c761-41c0-a673-c962b55f7b25", "ba0f5159-71a0-4c8c-974e-2d79a37bff0e", "543bbe3e-5ed4-4ee0-8ad2-390780f9b9d1" ], "avatar": "https://lawson.com/", "event_id": "823ca0ff-f033-44e4-a9cb-4b063ad2afa4", "user_data": "lsmith" } }, { "similarity": 0.772481966912693, "face": { "face_id": "0b629f65-885a-4914-8409-94044b3c4a92", "external_id": "xflNxSvMwWYnryMZgvgx", "attribute_id": "ac592f3c-d5c9-48ce-9add-b5e0272dc54d", "create_time": "1979-01-20T10:04:53", "lists": [ "d4c3bb97-283c-4e6f-999f-1f9307db48e4", "aaa0284d-043c-475b-aefb-943170de1de7", "ae02e103-0f22-445c-a822-35d42e9904b2" ], "avatar": "https://www.burns-sutton.com/", "event_id": "9f81b84c-d8ab-46f2-ac58-84ba418e771c", "user_data": "rossjonathan" } } ], "list_info": { "list_id": "312eec50-5cf6-41b9-a6d2-bcce781a15b4", "user_data": "545 Valerie Land" } } ], "url": "http://www.davis.info/", "face": { "face_id": "8c1db70f-f7a3-49a2-bd45-0496b1141774", "external_id": "wjqbyUHPdjWPkAmEsmwH", "attribute_id": "0ea771bc-52a2-40fc-b849-9ec8f216b918", "create_time": "2010-05-03T05:38:52", "lists": [ "93eac348-162e-41e1-8ab8-33f9c2fc9065", "8aa404b5-1728-45df-bd41-449916c1423b", "67cd38b0-104c-42d5-8923-b7d1fc452838" ], "avatar": "http://www.stanton.info/", "event_id": "5582b12a-c2a1-4e20-95b6-37994c2af4c3", "user_data": "sarah34" }, "detections": [ { "filename": "ulWETYbjgUsqDYOBWHoW", "sample": { "url": "http://www.gates.com/", "sample_id": "87117656-cad1-46b2-9042-cd4cb6519ab1", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.977280124695301, "dark": 0.570202988458128, "saturation": 0.585901286010578, "blurriness": 0.413834068356801 }, "rect": { "height": 7689, "width": 8196, "x": 168, "y": 9353 }, "landmarks5": [ [ 2658, 3561 ], [ 8361, 3095 ], [ 5772, 7357 ] ], "landmarks68": [ [ 6625, 6433 ], [ 6101, 4094 ], [ 8286, 2698 ] ] } } }, { "filename": "yRssWtkUhatDkLuuaPsq", "sample": { "url": "https://www.welch.com/", "sample_id": "8a767762-16e4-43f5-a72b-4904bcee2e5d", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.623662580123202, "dark": 0.435270247931306, "saturation": 0.114228904025894, "blurriness": 0.362246946339973 }, "rect": { "height": 9260, "width": 1258, "x": 5568, "y": 2656 }, "landmarks5": [ [ 7644, 1180 ], [ 7028, 2690 ], [ 4481, 3182 ] ], "landmarks68": [ [ 6613, 5211 ], [ 9125, 9427 ], [ 726, 9978 ] ] } } }, { "filename": "QwMAZlvVDMksUrbKSvRr", "sample": { "url": "http://jenkins-hunt.net/", "sample_id": "a949165b-e833-4bc9-8de1-a788c859bcfb", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.56639467527532, "dark": 0.531378779474052, "saturation": 0.555177078099125, "blurriness": 0.617095766757412 }, "rect": { "height": 6638, "width": 6254, "x": 1719, "y": 455 }, "landmarks5": [ [ 997, 7429 ], [ 7662, 4265 ], [ 3370, 4758 ] ], "landmarks68": [ [ 603, 8031 ], [ 9473, 3443 ], [ 6831, 3415 ] ] } } } ] }, { "samples": [ "2feec051-8e6d-4112-bc79-2d5a90f98b61", "977c0f7b-6b7c-46c7-ad92-ea0ac2dfdb48", "74b44e83-0085-40d7-829f-213ba4d79f62" ], "attributes": { "url": "http://taylor-garrett.com/", "attribute_id": 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