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": 19, "gender": 1, "ethnicities": { "estimations": { "asian": 0.524537131586821, "indian": 0.828205222828846, "caucasian": 0.676124112621171, "african": 0.4019202901969 }, "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://www.anderson-pace.biz/", "attribute_id": "09792766-6ad8-4b19-a9e8-9b18dd414dbb", "score": 0.41821868462112, "basic_attributes": { "age": 7, "gender": 1, "ethnicities": { "estimations": { "asian": 0.77132814619521, "indian": 0.849272962230026, "caucasian": 0.79863313400546, "african": 0.6240697563813 }, "predominant_ethnicity": "indian" } }, "samples": [ "466d883c-7532-41e8-a05c-1b72452c17da", "49aa8d6d-2eb2-4c35-91b5-61fb07ff7267", "9f88b9d0-dbd3-4708-9d03-6023b1444c74" ] }
- 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": "edbd902f-03d9-46d4-9132-bbe38e4a6b60", "external_id": "NYmSXqznxscqMchvIUMZ", "attribute_id": "749d5a01-7a0b-4ba9-a63d-262ee134b10b", "create_time": "1972-11-12T00:45:02.781829", "lists": [ "f137b5bd-8090-4dc2-b68d-06c279429f18", "086f68f1-7748-48b0-9f45-823f40dc2191", "d1373889-651c-4d7f-a813-d3caade47bd3" ], "avatar": "https://www.huff.com/", "event_id": "d52e8277-8001-4673-8781-6600675a8560", "user_data": "david26" }
- 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": "b94dc70e-2c3e-4ca0-a774-0ebf05ce7e95", "user_data": "7635 Melissa Route" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.451443291604286, "face": { "face_id": "1db039d3-dd8e-4859-9f67-3e4f77f16acf", "external_id": "shudEVbeRqGVewAvgSdA", "attribute_id": "bf54657a-2de9-4b8d-ab18-24a9e6cf1ace", "create_time": "1987-01-24T13:11:56.370948", "lists": [ "9680fa02-7453-4e5d-9a8d-3cb182169b50", "d12dbb40-74e0-409e-8fbe-542180c793ff", "05dc02f0-3eeb-4fe7-a814-b7546641260c" ], "avatar": "http://anderson.com/", "event_id": "d4721f25-0a72-418a-97b0-5e7e6455860e", "user_data": "julie56" } }
- 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": 0.759009354544371, "face": { "face_id": "b68e6467-92b2-4f60-b9c6-470c6c80d4fc", "external_id": "MdTufWExbLdgrNBxtXqL", "attribute_id": "5f531d84-9a6a-45cf-b149-989935b67a2a", "create_time": "1972-08-23T21:17:08.797168", "lists": [ "23c574e9-9565-493e-b035-0a4d63e1dd20", "e14d1f95-c9cc-4547-8057-03f00053e6cb", "61df27ee-d58b-4c4e-a07a-eb3a7afd3749" ], "avatar": "https://www.wolfe-perez.org/", "event_id": "fcd4cfeb-67ca-4f8d-b31b-b13613383899", "user_data": "alejandrobartlett" } }, { "similarity": 0.448472806282124, "face": { "face_id": "8f04ccb5-3954-4728-9281-212f88df95da", "external_id": "gYNTdzzBUboZeCDYSpMc", "attribute_id": "b8b85b62-5b2a-4df8-84a5-762fb1758aa2", "create_time": "2000-10-23T04:34:10.414537", "lists": [ "30564b78-f5a6-417a-926a-aba0cb5834d3", "37c92f9f-aab0-4304-9a50-61958734d280", "33df2cfd-df63-4631-869c-627b761df3db" ], "avatar": "http://macias-mosley.com/", "event_id": "a5413556-57f3-4ef3-a190-816af805a020", "user_data": "danadunlap" } }, { "similarity": 0.149422147000564, "face": { "face_id": "d9279b3e-6847-4458-949c-30c0e106255a", "external_id": "GWjuoEAsJTZsiufTTQHw", "attribute_id": "077aae2e-13a2-4582-a642-9472549d9f0c", "create_time": "2022-07-17T20:14:24.994044", "lists": [ "c0fdf6e3-4d52-47b0-ba21-1daf9416330e", "86089be7-8cbb-4f5c-87ca-17749b924c90", "c2d3a0b1-a40a-4eb2-84d7-6db848b98939" ], "avatar": "http://www.sanders-obrien.com/", "event_id": "88b739c6-fbac-40e7-ad56-e1f97b5b83fc", "user_data": "christineflores" } } ], "list_info": { "list_id": "d20ee530-732c-4ac0-a5dc-4720ef5bcd75", "user_data": "7369 Charles Parkways Apt. 123" } }
- 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": "823b0fd7-a06f-4113-be98-83bb91f973d7", "Luna-Request-Id": "tYNvuIJTHimlopjcNcou", "events": [ { "samples": [ "77e582b4-f7c8-4ad0-8bdc-b63829ec4a53", "d310b39a-7546-4512-9a6f-70c20c0e6572", "8e265481-872a-41b1-b114-bd79b756b75f" ], "attributes": { "url": "https://www.smith-lester.net/", "attribute_id": "f3c4eab5-56fd-4169-90aa-71a9a87d2f69", "score": 0.388784509906733, "basic_attributes": { "age": 30, "gender": 1, "ethnicities": { "estimations": { "asian": 0.37334704031449, "indian": 0.856252211502233, "caucasian": 0.8338339886162, "african": 0.105751965973632 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "b3cfe586-9889-4911-82bc-9cbbc4b19c17", "88eca0e2-d5b2-4b39-b01b-80bb4daa5537", "39447d90-bc28-4280-95c4-85ae6bb79b04" ] }, "source": "7770 Melton River", "tags": [ "oTRAWcEzdQytwdhPXSza", "aURKyANOPAPwjuEehKZg", "ZwSbWNRzmKWXlpTscBrC" ], "event_id": "5a0709c7-5bf1-42c2-8720-6b9bd5c5b379", "match": [ { "candidates": [ { "similarity": 0.357585495985537, "face": { "face_id": "356b9921-90ec-4d12-a08f-196695e69543", "external_id": "BWNyKeCzHEBBtLOUbouD", "attribute_id": "121a712c-1905-47ca-ae45-47441b5c6d46", "create_time": "2001-05-16T18:43:37.028942", "lists": [ "1b62528a-5309-469d-9882-a18700018ee9", "e1e373c5-b6c4-40f8-964a-7ec652e7b965", "b96605a0-3d67-40c7-851d-51198dab8d49" ], "avatar": "https://www.york.com/", "event_id": "07f3dd4a-81b1-447c-a9a3-eae67273002b", "user_data": "fmorris" } }, { "similarity": 0.290471925684675, "face": { "face_id": "b94e66b8-7ad7-46f5-8ec8-3fa8d29b41ec", "external_id": "gLikewjMbbBEiCzWjQRl", "attribute_id": "5e2d009e-71ec-40e6-91b0-bd1d4887e631", "create_time": "2001-08-14T23:57:22.205775", "lists": [ "49054748-0159-4a81-bbee-b59dc4b03686", "a188aace-cc3f-430c-8dcc-691900a015c8", "5d727c75-899a-4cf8-87e0-8d7cabfff973" ], "avatar": "https://www.golden.com/", "event_id": "12dd9732-6deb-4582-ae25-f1df45b6ffb0", "user_data": "rossrodney" } }, { "similarity": 0.667079209372587, "face": { "face_id": "861aff14-ad55-46da-90b3-f01bc9d75fbc", "external_id": "DDGdVrlcfZgZurksMBoW", "attribute_id": "daa1417b-27c6-42de-a7b4-5881b59066a8", "create_time": "1972-11-08T15:13:07.951205", "lists": [ "b04f3810-e1ba-4ee7-87a7-31c2a5e79a53", "c4efe96e-792c-4726-97f7-29d80c641c0d", "46705741-b28c-4fba-9b97-23828c08f0b4" ], "avatar": "http://www.blake.biz/", "event_id": "253e03a2-9caa-4a63-ae7e-34b0d0b26930", "user_data": "audrey42" } } ], "list_info": { "list_id": "a27020c7-b1fc-432e-9524-c61e1d7eb098", "user_data": "54936 Morgan Harbor Suite 284" } }, { "candidates": [ { "similarity": 0.175624881175365, "face": { "face_id": "85df78f0-19a6-46af-9242-bfeafe9c3ea9", "external_id": "gYSlaQWCVKhktesqSFZs", "attribute_id": "bb989384-6939-4a58-959e-4c01cae958f6", "create_time": "1974-04-27T12:05:07.713885", "lists": [ "fa91729b-8cdd-402d-a4b7-553c99fbca6e", "ad4b97bb-32ff-4ad7-92db-991ad32367c1", "783af5be-79aa-4730-bcef-9fd22a45f7e3" ], "avatar": "http://www.martin.biz/", "event_id": "7cec40bd-ceb5-4b02-a68a-45e65611433b", "user_data": "laurenmccann" } }, { "similarity": 0.499215354316674, "face": { "face_id": "81fb2868-79c1-4b6b-95f3-757df486f9c9", "external_id": "VVSDWieElDKTqrXXyonW", "attribute_id": "2eb97723-6a83-4951-95cc-9fbb9bd53ce0", "create_time": "2017-02-27T16:30:05.980607", "lists": [ "ac8dade1-735e-4c79-95ad-43d649bb9777", "9a680461-a7b3-4f79-b4fd-f4774d541d31", "c0b03332-bf5c-459b-bf33-55162128bb98" ], "avatar": "https://www.mosley-washington.com/", "event_id": "4fceb3d4-7abd-4171-9291-250eaa842b3b", "user_data": "urandall" } }, { "similarity": 0.679840008288553, "face": { "face_id": "06a7a044-c784-4135-9aba-5db58af3e46c", "external_id": "bFyHAJDdtnjJhZSVzmlg", "attribute_id": "1eb9b232-dea9-4b82-9a20-3b2a1a8a5d19", "create_time": "1987-10-15T19:45:57.981449", "lists": [ "a0eeb01c-d096-4f52-a466-50c1412d6ab0", "fdbc919c-4914-4fda-8165-5589bdb5df1c", "ebccf9d5-6b23-43fe-a268-1bfeda50f053" ], "avatar": "http://lee-rodriguez.net/", "event_id": "fa29c870-26ce-4519-ab3b-821f9614188e", "user_data": "stephanieknight" } } ], "list_info": { "list_id": "eb8e2cbe-e081-4874-939a-f154c739b5fd", "user_data": "227 Alexander Lodge Apt. 490" } }, { "candidates": [ { "similarity": 0.17932674951578, "face": { "face_id": "3319618b-15c5-48c0-9d46-6845d22cdc92", "external_id": "vvqQwwyqvCKuLshuyrAT", "attribute_id": "00452298-c467-487b-ad1f-4f20dd6f9b76", "create_time": "1999-11-29T01:56:49.997820", "lists": [ "8a8ea9f5-bf2f-42f5-972e-21dfbec6ac53", "5ba5408c-498a-4850-8642-cf8c58bb6957", "63021d87-3297-4d28-b2e7-0334dc56f407" ], "avatar": "http://lester-clark.com/", "event_id": "73865cb8-eb75-4ac1-a17a-06a34556ed4c", "user_data": "ngrant" } }, { "similarity": 0.91783323451474, "face": { "face_id": "bc1b7d85-9cca-4330-81be-3226b226d579", "external_id": "crGFdiKEAbwqdelBssRa", "attribute_id": "3fc3bd6b-4ec6-4bc8-b14b-7ad4903e0792", "create_time": "2022-08-27T01:55:56.718714", "lists": [ "d0a081c3-f013-4fb9-af53-5f37889da920", "2249e3ab-a643-4840-89a9-815167ade5ac", "4cce51b3-d215-42cf-b4ff-e5be77fac1bc" ], "avatar": "http://www.wagner.info/", "event_id": "f3adcb04-dd7b-4d7f-be60-c77da68f6971", "user_data": "vanessa59" } }, { "similarity": 0.621380371063778, "face": { "face_id": "e3a70026-9e23-43a2-8da8-655287b91251", "external_id": "ISeOfmLYNOyPlAcULjIi", "attribute_id": "58a2ebe1-e2c0-4edf-871f-3a213190be56", "create_time": "1995-01-30T09:17:45.656299", "lists": [ "9106c239-749f-4d34-9c07-d58a154a2a79", "48cff02e-4041-4fe3-b674-57b147ed6160", "3931c85c-0252-4865-8f00-e0ef19bc01c9" ], "avatar": "http://www.green-brown.com/", "event_id": "d5e69c67-94c3-466c-aa9b-a3289c57259e", "user_data": "richardscorey" } } ], "list_info": { "list_id": "53169392-f51a-4e89-98dd-eb25df6df9f0", "user_data": "9813 Arnold Tunnel" } } ], "url": "https://www.lee.biz/", "face": { "face_id": "618b74dd-7cac-48e9-8c15-ff4627f37851", "external_id": "NHAqseInVNYZylCPEmKR", "attribute_id": "2838c9ae-284f-4449-9ba3-ed743b653dd8", "create_time": "2008-11-02T01:05:17.491110", "lists": [ "5d2982dd-54ab-4097-ba6a-b34918db5175", "fcc817f5-8d77-44c2-bd28-75143f20b560", "23eb05ed-ae70-4b6c-b627-67214456b6ff" ], "avatar": "http://moss-robinson.com/", "event_id": "5a2e9d33-1b21-4478-8955-36a2ad8e7260", "user_data": "ethanreynolds" }, "detections": [ { "filename": "pGbagwUcKSRgCPtHJXPf", "sample": { "url": "https://www.blake.com/", "sample_id": "f7d6b3f6-01a2-4f6b-94a8-e4a8502d9588", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.57298740264409, "dark": 0.464966491763968, "saturation": 0.761929575391741, "blurriness": 0.199463550641752 }, "rect": { "height": 3307, "width": 7266, "x": 7706, "y": 2373 }, "landmarks5": [ [ 6829, 5056 ], [ 3716, 967 ], [ 6294, 5753 ] ], "landmarks68": [ [ 1372, 3032 ], [ 9593, 6268 ], [ 677, 9525 ] ] } } }, { "filename": "BIKiZshtNilOBaKZPoVp", "sample": { "url": "https://calderon.com/", "sample_id": "26c5a925-4e13-4367-8b23-5ed27a935a07", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.666262313278469, "dark": 0.937007957504113, "saturation": 0.685985663976928, "blurriness": 0.48361564256134 }, "rect": { "height": 6404, "width": 5418, "x": 9686, "y": 2346 }, "landmarks5": [ [ 7621, 6303 ], [ 8353, 4466 ], [ 2235, 858 ] ], "landmarks68": [ [ 395, 2563 ], [ 5102, 3043 ], [ 5422, 716 ] ] } } }, { "filename": "NMECohRsSEhQNCHMSQev", "sample": { "url": "https://thompson-montgomery.org/", "sample_id": "7830a980-2de6-4307-8314-fa3beffd4a5c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.259696779259764, "dark": 0.483915984769247, "saturation": 0.789939529595816, "blurriness": 0.824146302242042 }, "rect": { "height": 6869, "width": 7343, "x": 910, "y": 8765 }, "landmarks5": [ [ 3624, 9257 ], [ 5605, 4183 ], [ 6997, 7753 ] ], "landmarks68": [ [ 5221, 8179 ], [ 8062, 8961 ], [ 1656, 3710 ] ] } } } ] }, { "samples": [ "3aa0a6ea-1bfc-4a9d-ad52-63c0249252c2", 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