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": 13, "gender": 0, "ethnicities": { "estimations": { "asian": 0.371368410781009, "indian": 0.318629353334171, "caucasian": 0.732637360108406, "african": 0.477165335758112 }, "predominant_ethnicity": "caucasian" } }
- 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://guerrero.com/", "attribute_id": "d6bd5b06-c052-4edd-95ce-fa3a4b82f4d9", "score": 0.509151302962527, "basic_attributes": { "age": 13, "gender": 1, "ethnicities": { "estimations": { "asian": 0.942884345848157, "indian": 0.953789949696411, "caucasian": 0.138142706170525, "african": 0.808059998610236 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "566dbf7f-f16b-4efe-820d-c9d7162adc0d", "8690fedd-b922-4b83-a043-03cc019f15d1", "e3b51b7e-b1e5-4428-bc56-0a946b626340" ] }
- 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": "d7f7f1d4-1c48-43c5-8604-3f33c8e4849e", "external_id": "kLruimJhBYtOQYxeiWOX", "attribute_id": "ead2786d-7298-4825-9e24-889539038a4b", "create_time": "1984-07-18T03:20:45.328601", "lists": [ "da0f0084-c100-48d0-9e1b-6d9b4f27424d", "a54ebe4d-4b4c-4449-9e8d-cf82f7fe8108", "c5532afc-08b4-4ea2-9059-520c655132de" ], "avatar": "https://www.medina.com/", "event_id": "71c0cdd2-5ced-48d9-98bc-917c79ae6740", "user_data": "gregoryreynolds" }
- 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": "02c4427d-2c59-4ea2-be5b-4bdf810bc900", "user_data": "7515 Anthony Garden" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.281003684130828, "face": { "face_id": "df03b9b4-2f53-454f-ae56-312f6b2e0343", "external_id": "yrKWdSnxdsIENmUzNLKS", "attribute_id": "bb78c46e-cfe0-40cc-9bf4-2556812a61b7", "create_time": "2019-11-22T13:11:16.060821", "lists": [ "c4ce901a-9939-4623-bbd9-a132729bd1cc", "6249bbc5-a56b-47bb-9470-412d4564152d", "43b6e764-17fc-4fd6-829c-f1874771e3e9" ], "avatar": "http://www.davis-bowen.com/", "event_id": "ab6c1646-a04d-4989-b312-dedfa2312d75", "user_data": "dawn32" } }
- 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": 0.69281512880039, "face": { "face_id": "979bb59a-e5a4-48e8-ab42-12c9fd8c3d77", "external_id": "CmHbrzVjyuexczLfYLlG", "attribute_id": "a7d43831-9eef-4d33-8662-71c0c8b4a7ed", "create_time": "1997-06-07T15:17:47.107586", "lists": [ "7c404da8-05d0-4400-9af7-f52e95f8a46c", "596d5327-2a29-4775-91fd-55de6a9507b7", "b078e944-42ff-4315-8538-d38d7315428a" ], "avatar": "http://www.petty.org/", "event_id": "01e4ad14-c2ec-42f7-895c-865e2c1cf4fd", "user_data": "cynthia09" } }, { "similarity": 0.510764662163478, "face": { "face_id": "3779ebd6-d06b-43ed-af85-84fce40d15cd", "external_id": "DdNBDCloVwgMeTbllLpL", "attribute_id": "dd7107d9-9a97-4ac9-9327-493aa00b0b72", "create_time": "1998-08-01T11:45:01.097018", "lists": [ "7387aea7-0ec6-43c5-9d08-de9394bbef38", "65ebd5ed-6ba1-47fd-a154-43374278817f", "9cd151c8-83bd-45bb-8895-6c485e98b29a" ], "avatar": "https://chan.biz/", "event_id": "56c2282a-a948-4909-9e92-340473f76b13", "user_data": "vasquezmichael" } }, { "similarity": 0.747965910112433, "face": { "face_id": "78cdfc8e-39ad-4e72-bf53-f5b5ad9f3c75", "external_id": "kDmUWAxwWSGjEcNWcTRb", "attribute_id": "73cb214c-2634-45e2-b09c-2f6aabdcee53", "create_time": "1979-02-24T07:14:35.265417", "lists": [ "a4fed5eb-30db-498f-8824-da229577aebc", "8b5dc6d4-894a-4505-af43-1fbd3fbc564a", "aecd13a3-d2c9-45e5-99de-c015539e7df0" ], "avatar": "https://woods.org/", "event_id": "9b64bbce-7d48-4bb8-8e9f-dedca7096498", "user_data": "elizabeth97" } } ], "list_info": { "list_id": "438b37d4-cfe0-4d77-ab43-f45b0394b4f6", "user_data": "86808 Gabrielle Ford" } }
- 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": "9dd3fb5a-c3d0-4094-a59f-0aef869ed01b", "Luna-Request-Id": "qRnUoTYEcjKSmqfrCpfo", "events": [ { "samples": [ "873a1258-92ee-4648-b39d-8d564f5d2cf9", "752405b6-ff11-4f64-80ea-da0f6dd5bcb8", "52325018-84c3-4e0f-b55d-f04841da6033" ], "attributes": { "url": "http://www.martinez-woods.info/", "attribute_id": "41d577be-10f9-475d-b4c5-c57ab93cb995", "score": 0.85927728238516, "basic_attributes": { "age": 97, "gender": 1, "ethnicities": { "estimations": { "asian": 0.960949668305572, "indian": 0.75947011613927, "caucasian": 0.558789267321767, "african": 0.747440971181929 }, "predominant_ethnicity": "african" } }, "samples": [ "05d31a73-46b2-40ab-8617-7d7caa860c7a", "3105f1ba-e470-4acb-8ab1-3af17b18ac60", "2c7692ec-8e31-444b-85cb-a50d8748d8df" ] }, "source": "336 Sanders Meadows", "tags": [ "AfRhvFGVACmuEyzcnGCn", "pevyVlhvApIFwXGniUYI", "zNFlpiHkXUmeHOWAXngE" ], "event_id": "7fe71247-a721-447e-aeba-b0f518ce8f43", "match": [ { "candidates": [ { "similarity": 0.207047601322661, "face": { "face_id": "ec84aea9-4beb-4545-ad85-9ea1c22a872a", "external_id": "yQfcHYQzdIbUebVOuKZa", "attribute_id": "223f7cff-26c6-41eb-a206-711b1fc314ee", "create_time": "2015-06-30T11:07:20.264235", "lists": [ "86f9fe99-6f57-4c82-95da-691bd2a95930", "9e0fad51-e6fd-47ec-9658-6ad7f3e35f58", "30f3e362-7f26-4650-bc82-b300d644e123" ], "avatar": "http://jackson.com/", "event_id": "e18991ca-7d89-4028-b840-e793ae23a9cd", "user_data": "ryanmckay" } }, { "similarity": 0.5059652132289, "face": { "face_id": "1330e959-252a-40fb-b79b-49872265dc5e", "external_id": "cGwCrXQzviycfXsahpcX", "attribute_id": "ac5cbaf0-4bc7-4ea2-b23f-0b24585ff4cb", "create_time": "2011-11-27T07:34:19.970473", "lists": [ "54575da3-efbe-45a3-8a63-8cda0a2fd354", "45e2ad28-0ff5-4964-be4f-a0aee20531f0", "cd3ceb83-e66b-43a1-94bd-44a4253c1af3" ], "avatar": "http://garcia-wiggins.biz/", "event_id": "49e55d4f-bfa1-4c8b-aeeb-3d992ec9b9f5", "user_data": "rhonda84" } }, { "similarity": 0.372336953305624, "face": { "face_id": "75b4e87e-04be-4e30-b8a0-6fdfb093eb13", "external_id": "FJNGLhPfDJAfwQAXMcIv", "attribute_id": "65d7cc6c-4d05-4a1b-ba53-6110db8cedb6", "create_time": "1989-07-03T03:45:56.168212", "lists": [ "b5c9426e-1fcc-4240-bb2f-4c8aca2ecfce", "777be6c0-6b2b-468d-a79b-e368d9276638", "550b8056-3346-486b-8494-c775650c9c07" ], "avatar": "https://barrera-choi.com/", "event_id": "3a204539-eee8-480c-aea2-45cc9733e54d", "user_data": "michaelmiller" } } ], "list_info": { "list_id": "e6ce1350-ba88-4e40-88dc-40ea8c4abb63", "user_data": "6701 Daniel Bridge Suite 959" } }, { "candidates": [ { "similarity": 0.656551733045717, "face": { "face_id": "9001b273-388f-4837-b669-d7139e8c64e9", "external_id": "ndfUeSZzCUotyYueQRGd", "attribute_id": "723018ff-c464-4817-8fc5-7984824df8e1", "create_time": "2003-06-10T15:12:44.113294", "lists": [ "f7ef2f93-8c75-40b5-99f5-949f3f6cb444", "48168d16-02f8-48b4-be17-bae048f3e5d0", "9de74247-706f-4228-86d9-ebf6df2e52ba" ], "avatar": "http://smith-summers.org/", "event_id": "4534ca94-c05a-450c-80e0-75163665494e", "user_data": "ugonzalez" } }, { "similarity": 0.344651536125747, "face": { "face_id": "db1c6bf2-eb8e-42f4-832e-3f90ad3cc40d", "external_id": "mEPDSYYyvhpqxsIwrxtw", "attribute_id": "374a5728-2058-4dfd-9528-1cca8b8787a3", "create_time": "1986-07-20T02:29:07.262190", "lists": [ "3e5cf518-e61b-45d0-bd14-1dddb5af580c", "e4117669-354d-42a0-a2f9-ef29cc103f34", "8e93c576-d446-4563-ae79-5c01c9cc0be3" ], "avatar": "http://thomas-osborne.com/", "event_id": "c6515121-a197-475b-9ff2-c8f32ae8ea5f", "user_data": "patrick72" } }, { "similarity": 0.240368721041476, "face": { "face_id": "82430290-4f9c-492b-91e1-c9f3ddee2408", "external_id": "gSxoZDQTXVqZlLGuUyAz", "attribute_id": "77167533-eb9d-4b39-92ed-892a45fcb832", "create_time": "1973-02-21T06:23:12.744978", "lists": [ "cf3d0a06-c70b-4416-9ff1-34f1643020bf", "dc0e2f7d-6487-448a-adaa-e6c26a9fd135", "9d0e5ad5-d72d-4f9b-94b3-17161bf95de1" ], "avatar": "http://summers.biz/", "event_id": "caa20e6b-d858-42db-9026-acc3f165612c", "user_data": "nscott" } } ], "list_info": { "list_id": "9a7a1280-2c75-465b-8012-24b191747d58", "user_data": "875 Donna Lake" } }, { "candidates": [ { "similarity": 0.405399827340275, "face": { "face_id": "bfafb389-8451-4e94-8f5d-0eac3ff2c3a6", "external_id": "pKxglcBZsBFSWKuMjcSD", "attribute_id": "90464f12-74c9-4dde-9f91-4e9421e4e9d0", "create_time": "2023-02-27T08:22:19.207220", "lists": [ "0e39a655-eacd-4a23-acd1-56c6eb97e1a6", "69f67609-8289-4350-9aea-6e0b8f680da0", "9873ecaa-2928-4199-91d6-c28362d91843" ], "avatar": "http://ray.com/", "event_id": "91d175ca-0471-4dec-b49d-3875de97f698", "user_data": "tcarney" } }, { "similarity": 0.420510538764595, "face": { "face_id": "1541170e-70cd-4c71-a8ab-f0cfa4b853a9", "external_id": "kKwaqodvFgGNBHWninUT", "attribute_id": "fd3665c1-8036-4986-8964-c0f0d5cf55e2", "create_time": "1985-03-13T04:15:26.871438", "lists": [ "ae312487-5dd9-4a34-aeb5-b588324e712f", "d9650d53-c011-4d47-bde7-4ab9a610d892", "cbf34157-643d-4c2e-ae32-4ca24a9e514c" ], "avatar": "https://www.johnson.com/", "event_id": "9e96859c-abac-4d4a-a272-890ede43a12f", "user_data": "kpage" } }, { "similarity": 0.33612030435795, "face": { "face_id": "789e313c-d01e-4447-b63e-b51cddee23f1", "external_id": "BzqdZIqdOpJVSWiByPFZ", "attribute_id": "9460211c-16b1-4f46-9145-3e1df829ea57", "create_time": "1996-03-15T16:32:54.676381", "lists": [ "64fbafe1-0dc4-40e4-b41c-c2c557aec315", "ed94fc15-0119-406a-8ca8-a92e8495b21e", "8e980777-8ede-4ed8-a556-745496315278" ], "avatar": "http://turner.com/", "event_id": "7264383f-bbe1-4962-94bf-3ee425cc4c6e", "user_data": "joshua19" } } ], "list_info": { "list_id": "4754844f-3022-4b8f-a814-32544aa518a7", "user_data": "026 Michael Trace" } } ], "url": "http://andrews.com/", "face": { "face_id": "3a15ccf6-6124-4847-a52e-05dc09a63433", "external_id": "uuYVeFlSznOQbSXORKUL", "attribute_id": "640c404c-1606-466d-9569-89007b293eb0", "create_time": "1982-07-25T18:36:37.171745", "lists": [ "a625bab6-deb2-416d-87ce-2d521c647136", "cc002a9f-73e4-47d2-ad82-8dd0aa134fc2", "98c93404-343a-4f0d-bb59-f0ad84b3a377" ], "avatar": "https://martin-hernandez.com/", "event_id": "7bde583f-ae88-45d0-bc92-003a96011eaa", "user_data": "romeromichelle" }, "detections": [ { "filename": "oxRpWIeFXKSySjVIjcCU", "sample": { "url": "https://www.clark.org/", "sample_id": "b616c08b-2117-4539-8744-100373e36063", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.690675330562031, "dark": 0.816382986735696, "saturation": 0.396495700489607, "blurriness": 0.643492137866332 }, "rect": { "height": 3257, "width": 1601, "x": 9690, "y": 1747 }, "landmarks5": [ [ 8480, 1910 ], [ 5992, 7011 ], [ 9556, 4891 ] ], "landmarks68": [ [ 1836, 3607 ], [ 3495, 3813 ], [ 7863, 3271 ] ] } } }, { "filename": "MMemIqnQBNzdztEnhlbQ", "sample": { "url": "https://rodriguez.org/", "sample_id": "59863319-f071-4865-879d-c0977edae0b5", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.33466453493353, "dark": 0.85767996521761, "saturation": 0.664753171057735, "blurriness": 0.923655394245495 }, "rect": { "height": 1664, "width": 570, "x": 6952, "y": 6749 }, "landmarks5": [ [ 2787, 9984 ], [ 4725, 5048 ], [ 4740, 8754 ] ], "landmarks68": [ [ 779, 3006 ], [ 9228, 1956 ], [ 741, 4204 ] ] } } }, { "filename": "LdFIohoFwqPHWLAqhhuX", "sample": { "url": "http://ross.biz/", "sample_id": "655aa7a6-bca2-45ae-a37e-af4806878ded", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.709816117350499, "dark": 0.283323888011528, "saturation": 0.29954904917085, "blurriness": 0.87951404101715 }, "rect": { "height": 3060, "width": 2085, "x": 6356, "y": 934 }, "landmarks5": [ [ 6124, 211 ], [ 8518, 1684 ], [ 5302, 5494 ] ], "landmarks68": [ [ 7815, 6459 ], [ 4703, 76 ], [ 1168, 111 ] ] } } } ] }, { "samples": [ "e28038f6-2ebb-4a5c-91ff-441c58ba1e69", "2045bc32-dcd3-40c0-8282-38f9d1d77282", "81d5eb54-0ead-4256-bb0d-b3a86ce75a59" ], 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