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": 0, "ethnicities": { "estimations": { "asian": 0.990194873122051, "indian": 0.992516379795722, "caucasian": 0.21191214924923, "african": 0.67464994435979 }, "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.garrett-myers.info/", "attribute_id": "ef845311-4856-423c-827d-ee411d976d3f", "score": 0.399389598134819, "basic_attributes": { "age": 5, "gender": 0, "ethnicities": { "estimations": { "asian": 0.266815025569973, "indian": 0.26422899331731, "caucasian": 0.320042675593626, "african": 0.980792527443642 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "4db8bdec-8230-4560-89e4-b189a855ddd6", "415911d5-0462-4fb4-bafa-e32a4a9ac0c5", "b4c528cb-0393-41ed-8933-de19ff12dc26" ] }
- 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": "9a90279b-d4ab-4006-807b-7ed8722b8b3d", "external_id": "vfAPWrfogutYOpWDmrZg", "attribute_id": "e3ed7c95-9258-49d8-b241-d68028239dca", "create_time": "2003-05-30T22:34:57.945177", "lists": [ "ce1b0c89-689c-48a2-a024-a538dc3bdf2e", "192b9ab6-59af-41db-b16d-3d8f95ac6443", "7b73e9f4-e143-4024-8352-81bb97085b96" ], "avatar": "https://www.lynch.com/", "event_id": "69e8d078-e99d-4acd-9000-86d81802895c", "user_data": "joshuawarren" }
- 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": "47038a76-8cf7-4f61-aa3f-e4ec57a3879e", "user_data": "70511 Woodward Causeway" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.397442874681583, "face": { "face_id": "c2a0aa60-d9d4-4d06-ac0e-42ff980ded3e", "external_id": "isCgysZlNgipPBkOEbrU", "attribute_id": "56a3872a-2f5c-473e-9498-f6a88d3193c8", "create_time": "1974-10-05T15:48:35.367002", "lists": [ "dc633f0e-ac32-46bc-881c-5be554e8a8c6", "f257fa09-336d-463f-b7db-67fa7ebcc3a5", "0d72d5c6-bb52-4d1f-90b6-e904b0ca46f7" ], "avatar": "http://hines-glover.com/", "event_id": "ed556ff6-f913-4899-b65d-bd1cd26ff9ad", "user_data": "matthew24" } }
- 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": 0.926466508856242, "face": { "face_id": "6ba86e48-e3a4-458f-b3a8-69291cd58929", "external_id": "kgvZPBkbhtIwhMCRfvVX", "attribute_id": "98211c1c-8fc3-4ed5-a0cc-ac1c038856fd", "create_time": "2001-08-29T18:22:50.408387", "lists": [ "69487d46-e402-4d22-9456-4e1b642e1e78", "135fcde0-0248-4a02-a976-454effedd656", "b86275cb-eeca-43d7-82f1-3c387a7e0a57" ], "avatar": "http://obrien.org/", "event_id": "4ae39451-f419-41e9-b6d6-0357643b2333", "user_data": "daniellemckenzie" } }, { "similarity": 0.203226732079118, "face": { "face_id": "57bb1fa3-96a3-49c6-ac79-b1f622729526", "external_id": "tLlIKnWBsTnIstucOQGn", "attribute_id": "3082fa9b-1f41-4db8-a639-bfed277f253d", "create_time": "1999-01-06T18:34:01.523326", "lists": [ "f06ebd7e-7fb1-410b-b3d5-9f237756f66d", "8ff2a784-8edc-452c-8f9c-63c8fd53057b", "e4252d77-4255-4364-96a0-56ff945852a3" ], "avatar": "https://hall-lawrence.com/", "event_id": "cb8186d8-001e-41f6-bb72-3926d6c72ae6", "user_data": "jim69" } }, { "similarity": 0.512000184434194, "face": { "face_id": "72849753-df10-4ccb-9441-974baa712d9c", "external_id": "vpWQBVaHrkGwKaRmYiOM", "attribute_id": "d398d757-4815-4e5d-bd4c-31abf02de2aa", "create_time": "2016-12-16T09:10:22.556705", "lists": [ "e8ec8b70-c3bc-440c-9a39-f79c1ad2b09b", "a8e29f37-0dfa-41aa-a024-2d84f11b0d87", "14f4c3fb-f272-4b73-ad84-c3aaa69216c1" ], "avatar": "http://www.walker.biz/", "event_id": "659c0d61-9c99-4758-94c7-2c56d7af8dfd", "user_data": "jacquelinehull" } } ], "list_info": { "list_id": "5dfe6ebe-124e-49de-ba1d-fb958e77b2f0", "user_data": "78447 Roberts Burg Apt. 016" } }
- 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": "4fbdc012-b7e6-401e-8f42-d291b18c0e42", "Luna-Request-Id": "KnosNlJhLmgxtBcJPrWz", "events": [ { "samples": [ "d3850c14-8740-4cb3-b032-9165cd64041c", "118da394-1b74-4992-9090-d57e7a534756", "c2924f48-536a-4a80-be00-65fd9d667ef2" ], "attributes": { "url": "http://floyd.com/", "attribute_id": "f41747c8-ffe1-45e7-b1d3-ae00ee6c2f00", "score": 0.573147557397454, "basic_attributes": { "age": 99, "gender": 1, "ethnicities": { "estimations": { "asian": 0.521481770284238, "indian": 0.72679241751442, "caucasian": 0.354488773052572, "african": 0.774644322113181 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "9b1f4a80-c618-4928-9485-19679dac01fd", "d1a0a652-cc3e-441c-9e4f-ea68b2b02d9b", "60280d3b-be0e-4c40-86ae-93ac26aae78c" ] }, "source": "039 Amy Meadow Suite 682", "tags": [ "CZlyZquOQEdhKZcAppie", "QXRgoehOjPNnOwTDKjuz", "UwaVGFWeicQEjvKPSgvr" ], "event_id": "934d82d4-3dd0-4c12-a695-9a7df5b8bdc4", "match": [ { "candidates": [ { "similarity": 0.667777833578479, "face": { "face_id": "f90f2d97-e9b7-4899-939d-b910dfeb2b9e", "external_id": "DoYIspbpAdGplgwGfDnK", "attribute_id": "44eb9d40-43c5-4576-97fd-c851297a224d", "create_time": "1981-07-28T01:13:30.233586", "lists": [ "0f14630a-6df4-4f37-9f6e-5902ffa72ea9", "f06cdc6f-dc55-46e4-b601-9ea7b8c9e0d4", "0a2811ed-b2d3-4a08-827f-cdd7f1b0801a" ], "avatar": "https://sims.com/", "event_id": "86c3ccf5-518d-4432-9ecb-bca42c71a5c4", "user_data": "terry17" } }, { "similarity": 0.522642793722706, "face": { "face_id": "f0e8f35b-b4fc-4dbb-8681-46726a8fab95", "external_id": "XgoWrjdSnSsXNcvtuWXv", "attribute_id": "baa2634f-12d0-44dd-9118-c7a2bdd95018", "create_time": "2012-04-29T11:51:05.045069", "lists": [ "5009b6c0-aaae-43c5-9d54-2677b28763a6", "7b209cff-90a9-44ff-8583-689de00fcbca", "7c9a8a8b-97f6-44a1-ae1f-ee3d4b36efd7" ], "avatar": "https://www.ferguson-smith.org/", "event_id": "e09a9bec-5424-40f7-a8bd-3eb67b011023", "user_data": "dunnmelinda" } }, { "similarity": 0.17009860921415, "face": { "face_id": "530083a9-fe7c-4aca-b741-36cdc520cec3", "external_id": "ipCQkmttkoxNlvveZZpP", "attribute_id": "91e83131-3d14-4a43-9a61-93de1f537681", "create_time": "2007-10-22T03:39:29.323319", "lists": [ "5f3ee6ca-de1c-4113-bfa0-0034d36911b7", "8474ab96-8927-4f62-8c5f-d3e3b0f32045", "ef0373fd-0e7b-43fb-a0bd-4f62acb74808" ], "avatar": "https://www.scott-lucas.com/", "event_id": "cf996ac4-1772-4a40-ac0c-d4982b1251e4", "user_data": "renee27" } } ], "list_info": { "list_id": "7c965397-8e3f-426f-a65f-13b0f59c9da7", "user_data": "99061 Smith Forge" } }, { "candidates": [ { "similarity": 0.358378450193194, "face": { "face_id": "1a909f4f-76c0-4326-b4c2-92ff388c7300", "external_id": "gJwtFwIzzPtsbqaucqlx", "attribute_id": "9cf1d67a-52a3-43ed-9278-66260aefc756", "create_time": "1970-08-10T04:46:35.247111", "lists": [ "924d2e11-2ab3-42ae-b995-25ba9ddac8e4", "6abcdffc-3fd6-4a49-8585-5eab76c72e67", "1c1a880f-f574-4b63-9ab3-968a64e7282a" ], "avatar": "https://www.sanders.com/", "event_id": "ce51ddf2-30b2-4087-ac16-920b315a7439", "user_data": "tina77" } }, { "similarity": 0.752018418654873, "face": { "face_id": "ca70606e-bf44-4f31-8a1d-83aa97fe8c8c", "external_id": "HgdqeUqPgMOgCsEqnBLB", "attribute_id": "07ac8fc8-861e-402c-8892-71eb7c7fe7c3", "create_time": "1971-06-10T16:29:35.854875", "lists": [ "6de57c10-bfca-430a-9bb9-ff46fcf87772", "b52e8f30-3dc3-4562-8c11-57a4086023a9", "d60d1c67-bc6f-4915-910c-7eb7bfbe415f" ], "avatar": "http://www.bolton-ray.com/", "event_id": "2ab3ef29-4c9b-4ef6-a5df-c45d57bbdd1b", "user_data": "yterry" } }, { "similarity": 0.386513504382407, "face": { "face_id": "bc732147-7201-44c3-a891-ea0b553722cb", "external_id": "SBWkdQjYSoTWgxWFhPDK", "attribute_id": "284b75d3-1775-4ea6-874f-60a24ad79d83", "create_time": "2004-04-07T01:52:53.294398", "lists": [ "be5c19f2-2c92-42db-9bbb-0b3950b14415", "aeeb30b6-c82b-420d-9b3c-68bf9df71461", "7f1561c6-92b9-4316-862c-5446e30606d0" ], "avatar": "http://www.moore.info/", "event_id": "c3f45638-da84-463c-a642-bca9e25522a6", "user_data": "taylorchristina" } } ], "list_info": { "list_id": "ee73a432-6ac5-422a-9616-cc2b21319f64", "user_data": "765 Jesse Village Apt. 838" } }, { "candidates": [ { "similarity": 0.743179354191173, "face": { "face_id": "71a4a101-168c-45d4-b5fa-6afae4c46bba", "external_id": "ADkBEqYlcsJmzJomPtjh", "attribute_id": "e4681131-6f3b-4e3f-b9a7-a3f0a9e50359", "create_time": "1978-07-14T09:50:08.998884", "lists": [ "d3bb3a5b-b4b6-4ab2-8dc9-804634f9d424", "7b79b808-7ea6-4d84-9089-4e217ca97443", "486478b9-3595-4cfb-8b18-4a7605280ca5" ], "avatar": "https://www.miller.com/", "event_id": "dcb017f3-322d-45d3-aa85-b41127144328", "user_data": "brownlisa" } }, { "similarity": 0.277949493512277, "face": { "face_id": "4e37fc1f-480a-46c2-90f7-c569ef29f79b", "external_id": "JVUGcCVYSRUOvrJWqhmi", "attribute_id": "20bc8564-39e5-4c6e-b8f8-d37728e798b6", "create_time": "1983-12-25T15:36:37.272265", "lists": [ "1e701e60-0b1d-4a59-af5b-59e91c15e1c3", "c7858dbd-7c50-4e4e-b09a-49a82e8891f2", "f124e7bd-4e43-410a-a638-5b5660fc8501" ], "avatar": "https://rojas.com/", "event_id": "6be67930-ec6a-43de-886a-39f252e15f5b", "user_data": "brookemaldonado" } }, { "similarity": 0.385408610910242, "face": { "face_id": "478af278-3557-4a1d-aa60-c078088ff572", "external_id": "CebRhXHrHLIqbXUYCCsP", "attribute_id": "ff8ef474-ea98-4869-8378-ca89e588b7ed", "create_time": "2020-04-03T11:40:50.281143", "lists": [ "03f157d8-6fec-4936-b2f6-5f8518181d15", "ea76f1a8-6a68-4b7f-b2c1-a4a4513c9978", "23c9e329-dc84-4461-9643-0d74e14490e3" ], "avatar": "http://www.dixon-banks.com/", "event_id": "90ee9b1a-865c-4809-8a2e-fe28323e0dcf", "user_data": "marcus64" } } ], "list_info": { "list_id": "54f4c755-3c8a-497a-9250-df6cb7b84e01", "user_data": "571 Gregory Inlet Apt. 986" } } ], "url": "https://young.biz/", "face": { "face_id": "8e8b5b37-1de7-4a1f-8c63-b57b55e82557", "external_id": "nFvTLbEaRUfSgvdrGJUI", "attribute_id": "08cb2d28-9844-4a41-baaf-483004d8715f", "create_time": "1997-05-04T07:44:01.932263", "lists": [ "3524274f-807f-40c9-9b86-403287539f34", "48df04ea-4a1b-475a-88a0-4097f3b39eaf", "e50fa8a3-98bc-4128-8bb1-1af7c3485714" ], "avatar": "https://grant.com/", "event_id": "45ea0763-33d8-4081-bfd2-912e7cb1e85c", "user_data": "lawrencecraig" }, "detections": [ { "filename": "BJSPvXyIbyHDnqOMJjpI", "sample": { "url": "https://jackson-king.com/", "sample_id": "b9023494-8a0c-4dd5-be7b-1267d8088777", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.103499207306172, "dark": 0.810710696596686, "saturation": 0.543767194675575, "blurriness": 0.63952258170635 }, "rect": { "height": 1547, "width": 7652, "x": 8604, "y": 3085 }, "landmarks5": [ [ 8725, 6790 ], [ 7682, 1406 ], [ 2899, 4540 ] ], "landmarks68": [ [ 3161, 3727 ], [ 6539, 5734 ], [ 1741, 1602 ] ] } } }, { "filename": "QUFJhiYgJWcPjNUtOeqy", "sample": { "url": "http://pacheco.net/", "sample_id": "1c50cd04-8d84-4452-9f66-648a0e3d52cc", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.378017256467324, "dark": 0.136882549577208, "saturation": 0.528971330390959, "blurriness": 0.998726844604854 }, "rect": { "height": 9308, "width": 2291, "x": 7205, "y": 5967 }, "landmarks5": [ [ 9160, 3783 ], [ 6969, 6165 ], [ 4904, 8596 ] ], "landmarks68": [ [ 6004, 8086 ], [ 1496, 1518 ], [ 4901, 6768 ] ] } } }, { "filename": "VVjCkQWReQvNZJSrFMdU", "sample": { "url": "https://www.bailey-duarte.com/", "sample_id": "3c5471b6-0c6d-4311-b07c-d8fff2d24a8c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.376619972495446, "dark": 0.548983139256107, "saturation": 0.853225267065535, "blurriness": 0.827718601527779 }, "rect": { "height": 2116, "width": 9227, "x": 3360, "y": 6452 }, "landmarks5": [ [ 6206, 2763 ], [ 5175, 476 ], [ 8322, 615 ] ], "landmarks68": [ [ 9399, 3801 ], [ 8923, 6533 ], [ 9113, 9666 ] ] } } } ] }, { "samples": [ "461006b3-ce79-4120-8541-cd27c5b80abd", 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