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": 10, "gender": 1, "ethnicities": { "estimations": { "asian": 0.451667411232257, "indian": 0.794585816548601, "caucasian": 0.206813700454304, "african": 0.258014630320363 }, "predominant_ethnicity": "asian" } }
- 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.sanchez.com/", "attribute_id": "46634fc0-e06e-4c53-a4d5-b3169292b3a5", "score": 0.7180094596491, "basic_attributes": { "age": 85, "gender": 0, "ethnicities": { "estimations": { "asian": 0.136110663012017, "indian": 0.229777975706772, "caucasian": 0.23972878981839, "african": 0.179457012336418 }, "predominant_ethnicity": "asian" } }, "samples": [ "2966def2-f679-4972-ba28-cf19c29c2a34", "9bf64350-e000-43ca-815b-8a84a59ce70f", "b5b1ba14-8151-4260-ba56-76f47c29c856" ] }
- 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": "7dfee7dd-081f-4a90-b242-e7d1480c86a5", "external_id": "XyIDeIZVYpPxZHtcdoUM", "attribute_id": "264308b3-6e58-492f-bc67-a18e33214dbb", "create_time": "1970-04-13T20:27:03.682577", "lists": [ "3b960590-f648-4c81-9928-51b50e169cf5", "4cccf9f0-b5ca-4ef8-b2ca-a1dfb4ab8772", "e1a4c2af-319a-4e39-85c4-c78bf73c5908" ], "avatar": "https://www.hoffman-jones.com/", "event_id": "747cccc5-e465-4022-a92b-88febfc0e269", "user_data": "jeffreysalas" }
- 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": "fd1001c4-29b9-44d4-b42a-4d696747b26f", "user_data": "71857 Stephanie Loop" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.106879628763067, "face": { "face_id": "af62b456-a39f-47a3-834d-1fe2b4f94c3c", "external_id": "lssVcaEFPFFImllbUYvk", "attribute_id": "98cac1d6-d314-43fe-a5b9-8a3b88ed9c3d", "create_time": "1973-11-20T22:55:34.516160", "lists": [ "18802c8a-9428-4553-94ab-2a88c4dab35b", "2f446c31-2214-4277-b51b-13012b43ba9d", "de181eab-d26f-4648-9b2f-ba5a81293377" ], "avatar": "http://www.douglas.net/", "event_id": "feda8bf0-ee59-4d58-b553-e0f2c1e73f95", "user_data": "wilsonsteven" } }
- 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": 0.8538108506501, "face": { "face_id": "66878975-4e16-4b46-8565-11587e65d479", "external_id": "LAMomMGQXojJvRQYfFFP", "attribute_id": "e813c2b3-68d2-4f4a-b0e4-75850431f232", "create_time": "2008-01-23T18:23:56.335057", "lists": [ "e41e4b62-eb34-4af0-8efa-7bfcdc9fb7a1", "0882d891-ccee-448a-a906-6d02f589b255", "6255f6fe-692e-4361-a428-f1f4d0ae8e29" ], "avatar": "https://nguyen.biz/", "event_id": "a56959a9-057c-4991-8926-63cf37d1d662", "user_data": "wanda57" } }, { "similarity": 0.875978525861008, "face": { "face_id": "eada6da9-1b6c-452e-b087-a3102501c696", "external_id": "ZKMzNmYgZLMAnjsLiVOg", "attribute_id": "8fa42fb5-4014-47e5-bf8e-9cff23f1eea4", "create_time": "1989-10-14T03:28:18.200882", "lists": [ "1649e720-ebca-4e2c-9ec4-6c9d442dec00", "7cb6d8a9-353c-49f9-9a82-9256ae37618d", "f634cafb-6b5e-4cbb-bd19-92f71fefc71d" ], "avatar": "https://martinez.com/", "event_id": "87e6b78f-2d71-4901-b149-a83306a58e02", "user_data": "ricky14" } }, { "similarity": 0.139935176801961, "face": { "face_id": "abfa43ac-a5df-4fc8-acbf-44c93232f407", "external_id": "UzHHfcCEQzvehfPgQSqL", "attribute_id": "b50a2b00-01d5-411f-9c38-5afb0d3ff9c8", "create_time": "2005-04-24T05:56:14.428825", "lists": [ "0e3132e5-a758-4892-958e-80a823c298d1", "1a0b0835-0a77-4840-a738-a757ea01d1c9", "76f742ec-d685-44f2-a80b-2b2971aee1aa" ], "avatar": "https://love-willis.biz/", "event_id": "ec1268e1-8a83-41b4-922b-bb0354f3a3c3", "user_data": "chad61" } } ], "list_info": { "list_id": "cb670e35-c937-4819-9ca7-ea597b4c9e4f", "user_data": "9281 Lauren River" } }
- 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": "bdbf13ac-6839-4e36-8659-642d78d3ad83", "Luna-Request-Id": "ASoVJxeyibiOROrObFle", "events": [ { "samples": [ "ab4da384-5f6a-4680-a1a8-784ba519a400", "7540a8c1-b79a-4005-a1f4-b09275642ef1", "70865bb5-518e-4c31-9130-d3954ba11783" ], "attributes": { "url": "https://contreras.com/", "attribute_id": "0b6c8a83-73aa-4bb4-b942-e8d2012eb638", "score": 0.938428176727977, "basic_attributes": { "age": 69, "gender": 0, "ethnicities": { "estimations": { "asian": 0.795196848314389, "indian": 0.721391297699786, "caucasian": 0.16949721362823, "african": 0.5313316695266 }, "predominant_ethnicity": "african" } }, "samples": [ "651fdc8a-1677-4101-a495-3c61a539469d", "4e457fbc-d8b6-49e6-96d9-e67582e1cb49", "5b80aa0b-df7f-472d-bd21-2ad6d91d67fe" ] }, "source": "243 Kelly Turnpike", "tags": [ "mSIDvQjUVlvkLnuxlUrO", "NvDROPBDQeGRsluDmvpF", "qGyYjlnoPDmcxJCVhEhS" ], "event_id": "f271b4ac-4840-4ec4-b416-ce5bb6f8b594", "match": [ { "candidates": [ { "similarity": 0.428562697039112, "face": { "face_id": "3ad1da77-683d-4af1-946f-15c716332de0", "external_id": "KCkTGsfjfPzmEbKtzrvU", "attribute_id": "31615925-6708-4ef6-a0d9-8fa52cd316b4", "create_time": "2000-10-03T02:46:54.376523", "lists": [ "ec628b14-73af-4c44-aea1-7df22e225343", "c934be16-b20d-46cf-bbd4-f80821573054", "1538538c-e88e-4bcc-b067-1fddaea80af3" ], "avatar": "http://serrano.com/", "event_id": "ec3d9647-33c6-4cad-b857-6c97ddb6a348", "user_data": "christineestrada" } }, { "similarity": 0.675333357931855, "face": { "face_id": "3ef9652f-b9ad-4bb7-9756-aa0726d5fdd6", "external_id": "bmlKaFsDpzdOPuLPFGln", "attribute_id": "a522ee17-fac2-4537-8acb-dccff01c33a3", "create_time": "2008-01-09T15:57:19.899312", "lists": [ "d663cd57-b551-4a9c-bb29-8cf53cb448c6", "e894c0b7-484d-4a8e-af21-7bf4a852d0bf", "579c6220-da7c-4e47-8439-c4330ac8890a" ], "avatar": "https://patel.com/", "event_id": "1f677b30-3feb-47a2-a4cb-aff86a241a54", "user_data": "rmurphy" } }, { "similarity": 0.324175332397964, "face": { "face_id": "bde59727-fd03-427e-8e0e-19d4edbd5568", "external_id": "eqxQsQivBNIuaqsVBFni", "attribute_id": "e521146a-7309-4389-b73a-31bad32080a9", "create_time": "1983-01-07T06:07:30.104279", "lists": [ "e1bbe823-c066-4282-89ae-cb629cc16e0c", "65413eee-5258-4ffd-95f5-6f71c3759827", "151d7fb5-cc20-4446-9b61-ec7aa8ce6b8c" ], "avatar": "http://lee.com/", "event_id": "6af796a3-ef1b-4528-8d21-a2e9db56e45f", "user_data": "john28" } } ], "list_info": { "list_id": "8b218ba3-9b8f-468f-bfde-eeb56d099681", "user_data": "266 Austin Trafficway" } }, { "candidates": [ { "similarity": 0.664308075889984, "face": { "face_id": "fde44d13-c26e-4acc-8fc9-a1f18318107a", "external_id": "ncfkEgmfTKpefYbDCohN", "attribute_id": "10a724d4-b3ee-47b4-a594-43fcc6f289f3", "create_time": "2012-03-02T12:07:19.698544", "lists": [ "c13179cf-74e5-446a-b7f4-4aba61e6342e", "97d41304-d67a-4423-bfa4-76dadc25a4c1", "689e0092-88f4-4b0b-9137-215a156cb2bd" ], "avatar": "https://www.martin.com/", "event_id": "a8411bbf-b5e2-456d-bfb4-6944e09c1ad9", "user_data": "derrickperez" } }, { "similarity": 0.534985661217292, "face": { "face_id": "b8ce1629-ba19-46d1-8524-8baa3c179c0f", "external_id": "VOLElZRQSPxlWcWrKpEn", "attribute_id": "c7c14955-c43e-45c2-91df-1110d5097008", "create_time": "2023-06-20T04:03:36.534130", "lists": [ "fe0b5525-d54e-4dd0-95d1-ddd53e4b206b", "5273d04f-df68-46ed-b45a-419747b928db", "5426a9df-8809-405f-9690-d4185c42ddf2" ], "avatar": "http://pearson.com/", "event_id": "8d19bc90-6f0b-443d-99a5-50f78fc864bc", "user_data": "frazierscott" } }, { "similarity": 0.45909650775171, "face": { "face_id": "a539011d-b319-4fcb-b760-5152c8cebcf7", "external_id": "ZEeqfZUndAlrTMZVxVkG", "attribute_id": "bec28489-b844-40b9-9c7e-c9042dd890ca", "create_time": "2014-01-20T05:59:13.318911", "lists": [ "e6cd6bd0-d848-4c84-849a-0a0a6a4c3401", "0cbd4567-7545-465b-a0dd-4fd32aff1f15", "29685d9a-85b1-4445-bbc8-1c0f47081b2e" ], "avatar": "http://lopez.com/", "event_id": "8c576572-4edf-4c5e-8170-33cca9610b86", "user_data": "ystanley" } } ], "list_info": { "list_id": "987331f6-169d-48eb-8809-2c59dcb3025f", "user_data": "661 Jackson Flat Suite 084" } }, { "candidates": [ { "similarity": 0.566128258077119, "face": { "face_id": "c7ad3d7d-f047-431b-8b28-ae991bb34680", "external_id": "vTwLvgeSEMeqSPebKswR", "attribute_id": "48b79ca8-1e41-4047-8c45-89a60e787811", "create_time": "2019-08-02T17:50:37.942325", "lists": [ "a40ebd7a-f458-4ef4-91b1-46c3fbc3ffd9", "f7730653-f824-4f9e-baa1-dd31109784ad", "38d8ed24-1749-4028-a26d-383df0f97d6c" ], "avatar": "http://brown-harvey.net/", "event_id": "5623ee46-4b4b-4ccd-bbd6-916f9f8b81b3", "user_data": "matthewreynolds" } }, { "similarity": 0.245713439276096, "face": { "face_id": "f5993d91-ba43-4b35-a6bc-b988a6248bc2", "external_id": "yPyhxNQWHnhkWKnrDZbF", "attribute_id": "25ddd52c-7c4a-4557-8486-927bf5cfed39", "create_time": "2006-10-11T00:04:31.720061", "lists": [ "b84495f2-2454-48c3-aac9-5378580f1744", "70cdd0cc-721b-4009-ab72-a93ff8c8e83f", "9d9ac6ad-fc2a-4540-a017-19ac49cb3979" ], "avatar": "https://hughes.com/", "event_id": "2d9f947e-b935-40aa-863d-3c5072e4dd34", "user_data": "carlos15" } }, { "similarity": 0.864117895637241, "face": { "face_id": "c609acb9-86ce-4b7c-be2c-6546438bc980", "external_id": "KyNQFxvWNTQsiZErDOvP", "attribute_id": "e7074014-382a-4a51-8dbf-881b028debf8", "create_time": "1971-12-15T07:38:16.099566", "lists": [ "9b567c8a-89ae-4e2f-a8be-5cc66534c425", "4142f901-72d3-44d1-a62e-a3fa3291f8e2", "b54c98f9-3223-4758-9a10-c9f79f70adf8" ], "avatar": "https://hunter.info/", "event_id": "982930fb-de82-4cfc-9ade-eb524b39b5bf", "user_data": "chapmanheather" } } ], "list_info": { "list_id": "532a0899-e8c9-47a6-83ca-2030c82a6f42", "user_data": "97593 Michael Locks" } } ], "url": "https://www.kelley.com/", "face": { "face_id": "049fe3b8-c6e0-476d-a7ce-ef98cf79c724", "external_id": "ssCSfKQoZAKPsdEdZNtj", "attribute_id": "feae68b6-a101-4613-b72f-2b0a8ff62437", "create_time": "1970-07-26T01:12:17.304490", "lists": [ "b90161ff-31c4-4538-aa76-9194cec39aaa", "52e0987f-39cf-4f2d-8b0d-967abbc1c675", "18c1d00a-c1e8-4e11-b16b-310e0b1e5750" ], "avatar": "https://bush.com/", "event_id": "f99402dc-8b0a-4463-833c-b261822d68c2", "user_data": "lori55" }, "detections": [ { "filename": "QSzDwMdlKdoxJtjyavXY", "sample": { "url": "http://www.hernandez-braun.info/", "sample_id": "eaaee8ba-81d3-41f7-b97c-1d7e282f332b", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.504344319227089, "dark": 0.369719708255968, "saturation": 0.773274344171671, "blurriness": 0.30067006336594 }, "rect": { "height": 9365, "width": 8928, "x": 5409, "y": 6811 }, "landmarks5": [ [ 4723, 6343 ], [ 71, 2047 ], [ 2466, 1041 ] ], "landmarks68": [ [ 1559, 5582 ], [ 9419, 5561 ], [ 8184, 922 ] ] } } }, { "filename": "exSuRUSIapfQqUiznfIA", "sample": { "url": "https://stein.com/", "sample_id": "9597e0a0-f7d2-44e7-928b-715c96261774", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.483171014033126, "dark": 0.231100934208652, "saturation": 0.783998520870403, "blurriness": 0.9255248659078 }, "rect": { "height": 8378, "width": 1997, "x": 8002, "y": 2144 }, "landmarks5": [ [ 9992, 3289 ], [ 8460, 5863 ], [ 8245, 2534 ] ], "landmarks68": [ [ 8128, 3823 ], [ 5017, 5534 ], [ 8337, 4602 ] ] } } }, { "filename": "jXXICfYMeNUIWGiBhPGK", "sample": { "url": "https://zamora.com/", "sample_id": "40e97826-23b3-47af-883a-b60bc5636151", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.392901955364116, "dark": 0.734370059720185, "saturation": 0.538019373608317, "blurriness": 0.801789588910031 }, "rect": { "height": 4653, "width": 7130, "x": 9425, "y": 9930 }, "landmarks5": [ [ 385, 6918 ], [ 7044, 8763 ], [ 3173, 2164 ] ], "landmarks68": [ [ 7748, 5953 ], [ 1201, 7377 ], [ 7827, 5439 ] ] } } } ] }, { "samples": [ "a702bb08-a9e9-4728-bea8-70b8aacd441c", "93048801-ee7e-4dfb-bfc2-b23f4889278f", 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