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": 81, "gender": 0, "ethnicities": { "estimations": { "asian": 0.965966697093839, "indian": 0.813022133090009, "caucasian": 0.72854081437729, "african": 0.666649477879146 }, "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.kelley.biz/", "attribute_id": "822007c0-c321-469c-80dc-6c336865be48", "score": 0.6128624741231, "basic_attributes": { "age": 48, "gender": 1, "ethnicities": { "estimations": { "asian": 0.60965418201154, "indian": 0.467793119721884, "caucasian": 0.129586906799288, "african": 0.409947089765319 }, "predominant_ethnicity": "indian" } }, "samples": [ "26d6efec-2c94-4df7-9f8a-a4fb8a223bad", "a195a5d2-3022-42a7-9e06-746a03f5c3e9", "ed3fd2d3-2411-4e50-961c-2402523cadbe" ] }
- 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": "d9b27d8f-6e36-40a9-98a4-86537ef4f04d", "external_id": "QVwLxqwkxAfqVFXcuiaU", "attribute_id": "bce7d650-14e2-4f3e-83dd-953d4b747c09", "create_time": "1986-04-23T11:04:27.787031", "lists": [ "2d4eefbc-b821-45b6-97d6-449db41515cd", "980e509e-41e2-4174-bfbb-d22003ed5ec9", "92611143-eb5d-45ac-8949-71dd08d32891" ], "avatar": "https://golden-thompson.com/", "event_id": "d441d641-4bc3-4968-8af3-44f002380c16", "user_data": "ginaandrews" }
- 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": "bbec4eb5-6a8e-4b5e-9dd8-733433950ffe", "user_data": "48162 Catherine Hill Apt. 383" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.528434737510846, "face": { "face_id": "6cb82041-b9c5-4698-9c1f-09616fa3d100", "external_id": "DIVUFcXwraFGBSZUBNej", "attribute_id": "b5809144-155a-4bcf-863f-4932a8cd964d", "create_time": "1986-06-28T16:13:24.355972", "lists": [ "d24a8dcd-ff5c-4f00-8ed1-b79fa6085be5", "162fb07b-34f4-429d-be1e-3023c5848c9c", "b5e33083-ae3a-4e06-9d20-37aac4df06c6" ], "avatar": "http://morris-parrish.com/", "event_id": "ffc7dae4-96a0-42b1-8d22-9ac8ec1c26e3", "user_data": "nathansanford" } }
- 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": 0.572877481474172, "face": { "face_id": "23e3c2c5-3541-4754-9f8b-8cd3f826233a", "external_id": "TxebdcAHjEbBzAmlTnQD", "attribute_id": "c4bd297d-3274-4760-81ca-bdf0575bd6d7", "create_time": "1971-01-08T10:51:18.670867", "lists": [ "6c4dabc1-e1b3-4b8b-bd7f-86ee56386344", "25d22d6a-fa3e-436d-8337-8d948d98bef0", "cd8d1498-751c-4d15-bdc2-78069b7fce3e" ], "avatar": "https://phillips.biz/", "event_id": "17c28616-6157-4a57-aa4c-f157dccfa1bd", "user_data": "brogers" } }, { "similarity": 0.2119295886821, "face": { "face_id": "98702220-affb-4748-a00d-ed582a4cba77", "external_id": "rAymYYnLEUIHYjyKhNlZ", "attribute_id": "7a5dff8e-920e-494a-8705-e4657673cc1a", "create_time": "1979-08-27T07:40:03.097189", "lists": [ "c9b5956e-dc6e-4000-acdd-e1d55faa36dd", "a8fadd85-9008-472d-91b7-ad4c0151b07a", "c37d6c5d-5e3b-4c5d-aa93-878615a7bc6f" ], "avatar": "https://www.hayes.com/", "event_id": "32f86b7c-7ff9-405b-be00-93252a07ac97", "user_data": "rodriguezsarah" } }, { "similarity": 0.499361196477287, "face": { "face_id": "c726c96d-31fb-4958-a896-ec450c575cb2", "external_id": "LctudLevKPXPFFnGTNKo", "attribute_id": "47ba92b8-f766-4946-99dc-2213a6dfdea8", "create_time": "1979-02-06T04:53:40.104651", "lists": [ "46e34da1-350f-4471-880a-6038243ad663", "707b7d26-6937-4b83-993d-f60e99252b14", "dddd2779-b134-4189-a6b4-f524497706d2" ], "avatar": "https://www.schaefer.net/", "event_id": "082e0a62-f144-492c-91af-deb6b74f0634", "user_data": "donaldingram" } } ], "list_info": { "list_id": "1492927f-1620-4b7e-a2bc-12e59728cf0c", "user_data": "20280 Montes Stream Apt. 662" } }
- 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": "0b26626e-7f29-41da-bb94-59d00cebf38f", "Luna-Request-Id": "lOnvHRuxYWehoiyWZTyr", "events": [ { "samples": [ "c1dcbe68-d8b0-4d0b-9498-0c030c8a7558", "0832859d-3420-44e4-aa14-d15c5fdb2edc", "47d0e82c-ca88-4cfc-832d-c935e42561ce" ], "attributes": { "url": "https://weber.net/", "attribute_id": "7cc3152d-1f0b-4071-a8f0-e148d64260e1", "score": 0.578800439268081, "basic_attributes": { "age": 91, "gender": 0, "ethnicities": { "estimations": { "asian": 0.438128976059287, "indian": 0.930471232879408, "caucasian": 0.208511370882616, "african": 0.441206432323662 }, "predominant_ethnicity": "indian" } }, "samples": [ "af019de0-11b2-4b32-b841-b3be84944e00", "9a230374-e0b5-41a6-8ae3-bef38485e4d3", "94c4aa61-4699-432f-bf23-760fbd315883" ] }, "source": "66855 Steven Lodge", "tags": [ "AlhkUCzDJJsZAlpMIYYS", "EGpVXfQrAMFkdXfIPWXQ", "SYImoZgplYUsqpRAoTmT" ], "event_id": "1b734252-9cfc-42ca-a02f-1c233ba57471", "match": [ { "candidates": [ { "similarity": 0.686647225636991, "face": { "face_id": "f7034a54-9541-43cc-a78b-2bd34870d2f7", "external_id": "EBQkHyECrtdEvzBylhXD", "attribute_id": "7f3ec8e5-dd07-42cd-a9d9-26e526d83394", "create_time": "2007-08-10T10:18:29.749225", "lists": [ "a6d77f1c-bcc8-4b84-bc04-1ab6c719ee61", "9a68cd2c-6361-40f0-b84f-b528a48555bd", "0ce3a7ab-d1f8-45c5-9419-4c424ddc4e30" ], "avatar": "https://www.wilson.com/", "event_id": "e334f91f-f2ce-4fea-a4a5-f2d024e579eb", "user_data": "phillipskaren" } }, { "similarity": 0.253963585682383, "face": { "face_id": "e67b2909-4e81-4726-95fa-4f82fc376efa", "external_id": "xbxEnxHonZCdLgIkQkVA", "attribute_id": "76eb26c0-6517-4fa7-b72e-8f94edee63d3", "create_time": "2007-06-04T21:25:57.113721", "lists": [ "808b6bc1-6fc0-450d-b51f-e1965f35672a", "09a10af4-6549-4c87-80b4-ca4a38a8e2ac", "abcdb579-080d-4e7a-86b5-fee3e44e61a3" ], "avatar": "http://hutchinson.com/", "event_id": "f59b3535-da54-401b-9bd8-5a596443f698", "user_data": "clarkjames" } }, { "similarity": 0.269687037087286, "face": { "face_id": "4cd86c9f-aa3a-40c9-9095-9d9b5b2b6a43", "external_id": "kwIFKIIrJYmJnHIsDytw", "attribute_id": "0e650fd5-df67-4fb8-8d11-dd24be8f2379", "create_time": "1992-01-26T11:47:04.438109", "lists": [ "450c8440-1b80-4d23-8647-f4dc9fb0bbd6", "b0bdec4a-0faa-4e1f-9441-9aeea4a65576", "b4bffd6a-2b55-4bb1-993f-12834fe63d2f" ], "avatar": "http://www.stuart.net/", "event_id": "8e12297f-4e17-4de0-8df1-3a7d26371318", "user_data": "jacob25" } } ], "list_info": { "list_id": "3c6f0c80-e301-40cf-b07f-87a56a91862e", "user_data": "04756 Crane Knolls" } }, { "candidates": [ { "similarity": 0.960489962529482, "face": { "face_id": "8f057c24-258c-4a61-81b0-1faf20bcc530", "external_id": "wFcPOIYwBZhMMkWkfGLU", "attribute_id": "311f1c49-974d-48d0-af7f-23fe99cf71d5", "create_time": "1980-01-22T04:43:19.084315", "lists": [ "0b66ecd2-6a76-41b9-bf8b-6297cdc544a1", "54bae955-f470-439b-a01c-2170867bcd66", "a21ec32f-b743-4e7e-9fa2-544be6231b9b" ], "avatar": "https://www.phelps-christensen.info/", "event_id": "e20373a9-2a21-4d7e-809c-f0ad8186f99d", "user_data": "jessica99" } }, { "similarity": 0.57545113651709, "face": { "face_id": "a47bebd7-d94d-4af6-a8a4-d337a49e4044", "external_id": "yMxVmRjuktRPGYGItNyI", "attribute_id": "a2075e09-7d6f-46a8-998e-7cf93859ce63", "create_time": "1982-03-23T03:51:54.757827", "lists": [ "2e918c7b-42f8-40ee-99e0-5a8fdd5a6c6b", "80cd3192-589a-4818-b4de-50188bdd405e", "2b73bd10-e0f4-4b8f-a2d3-194db8b4393c" ], "avatar": "https://www.pierce.org/", "event_id": "634880dc-1d6b-4ced-b30a-1fbd63d67c76", "user_data": "savagejoanne" } }, { "similarity": 0.933034918361512, "face": { "face_id": "fd0ad40e-521b-4927-8afb-2c633f1801e3", "external_id": "HGbomZbBokKImuAeNhlw", "attribute_id": "838c515c-3d0b-4981-bf2a-13cfcbed8ede", "create_time": "1990-11-17T21:19:42.426854", "lists": [ "bff00f62-0ecc-44e8-8600-d70c620c25c4", "be6367ea-ee7d-4a6b-a4ab-d025eec33a22", "e31a7b12-28fa-41f7-b5d8-930f65de4467" ], "avatar": "https://williams.org/", "event_id": "15c6b797-32d7-4a20-b682-fcca22b4f489", "user_data": "schmidtnathaniel" } } ], "list_info": { "list_id": "b46afd37-5a85-410f-8b6d-16c5853c6507", "user_data": "23062 Robinson Landing Apt. 498" } }, { "candidates": [ { "similarity": 0.3622790444844, "face": { "face_id": "52932795-eacb-4440-a0c9-5714709039ff", "external_id": "YZAxgDoGEDVwEQRFMBJG", "attribute_id": "ce6dd91d-33ed-493c-aaa0-2622267e9c26", "create_time": "1981-12-31T02:41:30.706217", "lists": [ "2305c636-df19-4048-9c23-ed4aa948905a", "52c36725-2520-4902-93c8-c7fe81e40fea", "8963320c-b4e8-4b7a-9af6-8ed52caedf8b" ], "avatar": "https://www.roach.com/", "event_id": "99f36256-5fa4-43ba-92d7-07a5f45456b5", "user_data": "stricklandmason" } }, { "similarity": 0.702304261811164, "face": { "face_id": "f96a9b47-8c37-4452-ab4b-eb055fefefc2", "external_id": "CrpQooBPspsQdaMheKBC", "attribute_id": "77e45f1f-16b7-4a1f-ab8d-72998b5ac658", "create_time": "1980-01-15T01:16:24.511650", "lists": [ "b2189edf-0628-407d-8d83-6c893b129a41", "2e53be2c-aba0-4ce3-b524-e8790821325d", "a6d30ac4-a623-40e5-b950-01b5c234d03e" ], "avatar": "https://richards.com/", "event_id": "36f89c9a-598b-41c9-b990-16a9417f2979", "user_data": "ahenderson" } }, { "similarity": 0.168643530217483, "face": { "face_id": "c6d6c92a-bcb3-47af-9632-c28df4d0c73f", "external_id": "WnucfsObZSRbJErUALhO", "attribute_id": "415dedea-658d-4277-83eb-be487186ab8d", "create_time": "2004-08-02T01:54:53.542261", "lists": [ "9c8c83b3-a7c5-4df6-92ec-3817d8b836ef", "38ef5c63-99d1-4013-a6a6-da68954178b0", "b644075b-be3b-4b61-afa7-913a450620b4" ], "avatar": "http://andrews.com/", "event_id": "5b6d6a7e-d580-4ce9-a4d7-263c9b994bf5", "user_data": "simsjames" } } ], "list_info": { "list_id": "0d98bfbd-1a3a-4fc4-a9d4-d16d5f852867", "user_data": "520 Davis Vista Apt. 360" } } ], "url": "https://vargas.com/", "face": { "face_id": "d170ab05-18ee-4f69-87b5-3234cd2bf614", "external_id": "elbJuvIXWrTjrovWMXwM", "attribute_id": "b13c9f97-adb2-466c-a960-c27f6dc49d96", "create_time": "2005-04-10T23:55:35.750629", "lists": [ "348061fa-2a53-44ac-b5ae-b9d47a102490", "5f5d9cd4-c31f-4f01-9623-f3530c04c23b", "342d9d37-b369-45c2-8203-80550261a5a9" ], "avatar": "http://www.cruz.com/", "event_id": "6549bbd0-528d-47d6-bbbd-609885f82021", "user_data": "edwinharper" }, "detections": [ { "filename": "QgPaqPsHKzWbGOGygQup", "sample": { "url": "http://www.elliott-johnson.com/", "sample_id": "a3dc2b1a-33e1-410c-be17-71f9e189a960", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.42706243387537, "dark": 0.964838718557693, "saturation": 0.664719309750626, "blurriness": 0.54338429255188 }, "rect": { "height": 7928, "width": 6318, "x": 5272, "y": 5281 }, "landmarks5": [ [ 7490, 6324 ], [ 1401, 846 ], [ 8279, 4647 ] ], "landmarks68": [ [ 3614, 5633 ], [ 2386, 2967 ], [ 4073, 7760 ] ] } } }, { "filename": "uhhqqEinNyVGKNzqdqBj", "sample": { "url": "http://www.collins-diaz.com/", "sample_id": "b2b25a6e-0997-492a-9387-75c13e29f230", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.28112436581229, "dark": 0.184069040735213, "saturation": 0.529810002149269, "blurriness": 0.881066792827261 }, "rect": { "height": 9824, "width": 5720, "x": 1278, "y": 8978 }, "landmarks5": [ [ 4928, 6950 ], [ 3708, 8671 ], [ 5019, 6982 ] ], "landmarks68": [ [ 5416, 4325 ], [ 979, 3902 ], [ 8464, 5352 ] ] } } }, { "filename": "hUhpPtJQlkxndKQRMWEy", "sample": { "url": "https://leonard-cobb.com/", "sample_id": "0cc42143-2f69-45b4-93b7-a9eeb0e0322a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.34754904081715, "dark": 0.113356158341552, "saturation": 0.89397830220639, "blurriness": 0.435039787458408 }, "rect": { "height": 789, "width": 9777, "x": 9517, "y": 9764 }, "landmarks5": [ [ 4551, 1277 ], [ 6071, 6462 ], [ 6457, 8291 ] ], "landmarks68": [ [ 4697, 5195 ], [ 4138, 7269 ], [ 5535, 3050 ] ] } } } ] }, { "samples": [ "a762938c-b873-4785-8ae2-6d0b1073868d", 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