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": 56, "gender": 1, "ethnicities": { "estimations": { "asian": 0.485286863309973, "indian": 0.346537750231358, "caucasian": 0.720648443851538, "african": 0.451266538234568 }, "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://caldwell-arroyo.org/", "attribute_id": "99f17ee9-8921-4eaa-9e17-c0b70533580b", "score": 0.38062879380897, "basic_attributes": { "age": 39, "gender": 1, "ethnicities": { "estimations": { "asian": 0.88649983394759, "indian": 0.648525285239931, "caucasian": 0.639549558797524, "african": 0.918218064196463 }, "predominant_ethnicity": "asian" } }, "samples": [ "c2ed7c73-107c-44d6-9de6-8100377a4909", "ddd2144b-6fe7-4d87-9945-dfd13ffaff10", "81dfd56f-62fe-4541-b038-1342135c5042" ] }
- 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": "508a6322-c838-4e29-9472-6e3898935838", "external_id": "btBeURMqgNTrwzvcVjKj", "attribute_id": "86a7f790-f867-4994-8452-21d86960c5bd", "create_time": "2023-04-12T21:57:26", "lists": [ "e9c5162f-14e8-43c5-9767-8b57c70878c6", "ee7e6005-dcc5-4276-9845-735c7db7d43c", "021865fb-ab11-452b-843a-d874acabad6a" ], "avatar": "http://www.nichols-flynn.net/", "event_id": "49145cea-3a1a-409c-b7a9-b0b4d8152d12", "user_data": "alfred96" }
- 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": "7f43b1b2-2fe7-46f9-a51f-d80b2dece2a7", "user_data": "022 Pineda Street" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.341093965321048, "face": { "face_id": "63154b03-d889-4e9d-9419-62cc213bee7f", "external_id": "FmMsWRRsNWDoIyhtMEfP", "attribute_id": "e6ad088b-1329-45f2-90c4-ebf35e491e00", "create_time": "1973-10-02T04:47:27", "lists": [ "df01c3e9-a3bb-4a05-ab3b-2965bd4fc217", "8d216cd9-6a0a-4ac3-b7a6-6991adfea2fe", "c4ed170c-3c9f-4d70-919c-a3fea6a62133" ], "avatar": "http://www.baker.info/", "event_id": "041aaf10-6c5d-4887-93cb-44736ff4104e", "user_data": "nvasquez" } }
- 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": 0.318443250293886, "face": { "face_id": "c8cb2c43-221d-4647-ab91-70eecc3eeecd", "external_id": "KkyKOSigaJebeRBIrWBM", "attribute_id": "c7ab5563-3ae2-448e-bcbb-9dd4b9103e2a", "create_time": "2021-12-06T19:14:43", "lists": [ "4d0cca7d-5a53-4ebf-8386-6a4f8be6a17f", "5771c2ec-b290-4992-abd7-315879fd6169", "e7b0976a-e3a7-4754-8a58-9206e24d0579" ], "avatar": "http://hancock.com/", "event_id": "60130afe-621c-4615-a3c8-927330701e6a", "user_data": "david18" } }, { "similarity": 0.410314481425058, "face": { "face_id": "41eb534f-3ba2-4295-bacc-416859013150", "external_id": "SzuHtTvRpeSdSHZanatK", "attribute_id": "65cdd6cb-2839-4f23-93f3-fa043a1ed19d", "create_time": "2008-09-20T11:01:35", "lists": [ "8f5d5cf6-226c-4a79-a8ac-bf3d478633fb", "417b43ec-51de-4bac-9fb1-d3433940c9c4", "44719a95-5994-4724-a91e-00d04ebfd68b" ], "avatar": "http://www.wright.info/", "event_id": "59fcc105-5ca7-4380-b0c1-cb5d1214c927", "user_data": "michelecook" } }, { "similarity": 0.290448789863226, "face": { "face_id": "77a2babd-adb1-461c-9ee1-d46f9721646c", "external_id": "AlFAJrObNxHWgNDKNznr", "attribute_id": "bbd076d4-155c-4229-91db-3d4a408adda6", "create_time": "2023-06-27T02:29:48", "lists": [ "fce6b374-ba57-470f-83ef-295e09615931", "95ff0a76-74a7-438d-b6eb-c81ab9fb72e3", "b258c78b-beb5-45d7-bbde-3548430190c1" ], "avatar": "https://www.weaver.biz/", "event_id": "ceb80bd9-7cf6-4e12-ab87-128f9da3bddf", "user_data": "lisacurry" } } ], "list_info": { "list_id": "09b788a6-a389-4bdd-9468-d9b9fd3b494d", "user_data": "76929 Davenport Mills" } }
- 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": "b0d83846-cdda-4638-80aa-3874c157345d", "Luna-Request-Id": "YzvVMtRLuplErbAIIxpW", "events": [ { "samples": [ "e9f79d93-92c3-4047-8dd7-57a4d331c8e8", "b3af0fe2-6e89-4170-8587-31b82aaabcaa", "d008d102-6733-445e-8ec9-20158a09a759" ], "attributes": { "url": "https://gross.net/", "attribute_id": "589a2a05-4b39-428b-ad6d-3ef3e8731917", "score": 0.11427863892862, "basic_attributes": { "age": 39, "gender": 1, "ethnicities": { "estimations": { "asian": 0.3969493507666, "indian": 0.574083977281917, "caucasian": 0.127302398608624, "african": 0.900257333836123 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "dd1668d1-42f9-48a0-a8be-b8ba9ec61d8d", "e8dbcdc5-8494-48c8-9c5a-8351e090225a", "20a60230-ccaf-4f37-8535-45a69e0be911" ] }, "source": "415 Pacheco Turnpike", "tags": [ "fjrIxNUvNzPikauMNsII", "eXiohVAmgSbXfhbPhNLV", "pFWmFNEbKlTTqUOoxydM" ], "event_id": "9d12a065-6401-42c3-a193-cfe45240294f", "match": [ { "candidates": [ { "similarity": 0.627819240808977, "face": { "face_id": "af2f06a5-dd8a-4c92-be66-a07d42e3aba5", "external_id": "pftWZtndvKOfdOcWKAkR", "attribute_id": "ccf4f6bf-2951-4caf-b50c-617b75e69d2a", "create_time": "2011-01-14T00:51:23", "lists": [ "304a2713-ba11-42d2-a57b-407938176db5", "a32e7f34-c179-4adc-bf45-9e69fe6d8134", "ccb33a9a-b8e4-4f30-b224-7ab6967e6da7" ], "avatar": "https://gamble.com/", "event_id": "cb3fef82-09ce-4edc-8e47-b1cbad605518", "user_data": "vhoffman" } }, { "similarity": 0.460427699096902, "face": { "face_id": "0e0a9237-ca2b-4505-9683-33a2891e7735", "external_id": "oGueXtOkLxjESfsdeuhX", "attribute_id": "81c2892a-c289-4a51-bc34-a7d8a91033ad", "create_time": "1990-03-28T11:21:44", "lists": [ "e2a7b757-ecc6-451f-b5e8-6317b4e7a741", "c5b7e4b5-f03e-4532-89c8-6d412b1b99f0", "989e78c7-28c4-4fe5-92f0-b6b7508e350e" ], "avatar": "https://williams.com/", "event_id": "0fd9466b-5bd1-4077-a4db-f98c385ae8fc", "user_data": "christopherhart" } }, { "similarity": 0.106224153013882, "face": { "face_id": "1eb9e3eb-55ba-4310-884a-951ea7ee1392", "external_id": "cWQEwLCAggjIndXcxtdz", "attribute_id": "180f101a-e680-4a09-98c9-ca6500004b0d", "create_time": "2000-05-25T19:12:09", "lists": [ "e936de6f-f8f2-4e67-ac29-2e7f38264a7e", "1361beb1-bc9d-4609-a51b-5276b1abb35b", "ede58625-9898-4a19-ab71-3e4380b15cd7" ], "avatar": "http://mata.com/", "event_id": "68e65233-cb52-4818-a54b-db6a0133312a", "user_data": "cohendana" } } ], "list_info": { "list_id": "63f49caa-2fa6-4fa6-a599-22113e63de6c", "user_data": "735 Tiffany Parkways" } }, { "candidates": [ { "similarity": 0.480118269311835, "face": { "face_id": "9d52f312-ff7c-42f9-991d-ef8b805bc2a6", "external_id": "IAubkkDYpzTPURAUyxzR", "attribute_id": "6acb636f-537e-400d-8754-ffa971e7c099", "create_time": "2005-08-09T06:11:46", "lists": [ "b4611178-880e-428e-ac4f-212c131b86ca", "898dfed2-6345-41b1-8426-464dc703e71d", "df6f5cd0-6b58-4243-893e-f2b967fcbb0d" ], "avatar": "https://henderson.com/", "event_id": "003bf0ed-853e-4523-a7f6-4704b22e5820", "user_data": "delgadosteven" } }, { "similarity": 0.57988939257624, "face": { "face_id": "daa0a280-0219-4cb5-a2ab-7923c4abe352", "external_id": "bAirBzmHzCGeyXHlZrvB", "attribute_id": "809d151f-43e1-4190-bfe0-cd2993a03b06", "create_time": "1995-07-25T10:27:17", "lists": [ "e8b88e36-bccb-4bf4-beab-4a8f5748bbb8", "760b4285-fbc4-412c-8f74-f0c7da8aaff7", "1b4bd512-0ba2-467b-b3fe-79793065b398" ], "avatar": "http://www.clark.com/", "event_id": "7966cbbc-4a8b-46fc-8117-35336a647db4", "user_data": "smithphilip" } }, { "similarity": 0.180406617701567, "face": { "face_id": "af6c7dbb-8094-467b-b041-c8e1e5ba4923", "external_id": "FlSylbUerntKsvWDlikc", "attribute_id": "1f62bfdd-af2e-4c3b-a1cc-44892fabad36", "create_time": "1987-07-30T16:44:17", "lists": [ "78589e5e-735c-4b7d-a2ef-13c3c53ec8bd", "bf4cfa03-b933-4ed4-95d0-1339760f9274", "596cf876-25ee-4966-9df9-65011131b81d" ], "avatar": "http://bailey.com/", "event_id": "8ee35696-5960-4c31-a7ba-3db8a3ffdfcd", "user_data": "jeff94" } } ], "list_info": { "list_id": "a2bb377e-9fb9-4f22-8038-8a2d9057ba06", "user_data": "25815 Swanson Streets" } }, { "candidates": [ { "similarity": 0.60863341037408, "face": { "face_id": "ed757915-0b8e-43df-aa72-991ed9aca741", "external_id": "pgpKKoWLoMTkavHsQXhI", "attribute_id": "c0035d80-90cc-46a9-bc73-37a738dd0be8", "create_time": "1988-08-10T11:55:55", "lists": [ "3dc77cc7-c823-4be2-9a46-c3a8665c1169", "11dcb2e5-a6de-421e-b599-99d1f56978a0", "22f40493-694c-4043-899b-9573c679d497" ], "avatar": "https://mccarthy-garcia.com/", "event_id": "56b61cb9-73ef-43eb-a7d5-f5b7cbd2d961", "user_data": "wleonard" } }, { "similarity": 0.906740323868069, "face": { "face_id": "d788ed5d-c437-4298-9d98-51d0de30efbf", "external_id": "wEiJIvMRnpfVtoduBTUa", "attribute_id": "5635c217-0ceb-4e23-94c5-ba8e2f9651ca", "create_time": "1984-07-24T00:32:34", "lists": [ "157116a9-acdb-4a6e-94ca-dcea0c6d7574", "ea58fe2a-d9e4-4a43-ae38-f248201b996d", "8b4416f1-c1b1-4de4-a409-9b759d1a6d48" ], "avatar": "https://www.bryant-hall.net/", "event_id": "36ba38ff-53b4-4a2d-8040-2069c68a2926", "user_data": "emiller" } }, { "similarity": 0.24150660710214, "face": { "face_id": "31347647-dede-4ec3-9f12-95b8566498a5", "external_id": "BgoGjxNuPCzJkgDxpnKr", "attribute_id": "2eda7a7e-aa64-4383-93ba-de8d845d1a9d", "create_time": "2009-01-23T04:52:53", "lists": [ "b329d5a0-e0f9-4800-9641-1d0950c04e8f", "8db6b3f9-4ab7-49eb-973a-3f8ea530add4", "cf87cf6e-52fa-471a-aab4-ec1058423c77" ], "avatar": "https://www.marshall.com/", "event_id": "36d7b1a1-7c87-460c-a351-af7a66171ae8", "user_data": "watersjoan" } } ], "list_info": { "list_id": "df9250c8-a6c7-472d-bb90-db23ade27220", "user_data": "17554 Mark Expressway Suite 999" } } ], "url": "https://www.andrade.com/", "face": { "face_id": "f9ffdf3e-b1b7-4fb3-9a10-c26635ab3443", "external_id": "VizNhbZFUpgOkEsnfFFa", "attribute_id": "2c7fadb1-3dca-42ad-ae9a-3c1c9ccdf573", "create_time": "2009-09-27T16:56:58", "lists": [ "0cd14c2b-d3e2-4d8b-8d99-6d1eea81de39", "106222ed-87c3-4af8-9240-215700e01013", "cb4467f9-5877-4de5-9933-60abfbf0d660" ], "avatar": "http://hicks.com/", "event_id": "49cf6b23-5f05-4b54-887a-28eaf47f6779", "user_data": "urivers" }, "detections": [ { "filename": "ALPsEjHIUVuLTHEsnNPT", "sample": { "url": "http://www.allen.com/", "sample_id": "6fbfc80f-31f1-4246-97be-7e66f9677254", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.38231638769795, "dark": 0.532030159533258, "saturation": 0.485159835736383, "blurriness": 0.227603671362533 }, "rect": { "height": 6953, "width": 7764, "x": 6062, "y": 6496 }, "landmarks5": [ [ 9746, 6714 ], [ 2552, 7536 ], [ 5388, 9711 ] ], "landmarks68": [ [ 3720, 4406 ], [ 1338, 4201 ], [ 6161, 2758 ] ] } } }, { "filename": "vvAgxVvkKIIUUQbPtBWK", "sample": { "url": "http://martinez.com/", "sample_id": "9c30a727-8875-44e2-b75f-c16ae45bae73", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.592736404135861, "dark": 0.945456976220297, "saturation": 0.40449931517098, "blurriness": 0.774657425969815 }, "rect": { "height": 6947, "width": 9744, "x": 6433, "y": 4059 }, "landmarks5": [ [ 1241, 2074 ], [ 9905, 2091 ], [ 5988, 3660 ] ], "landmarks68": [ [ 7494, 3521 ], [ 3342, 5745 ], [ 9664, 2028 ] ] } } }, { "filename": "HfecyZICPhQViAwXqrfZ", "sample": { "url": "https://www.payne.org/", "sample_id": "5c7b382c-ea3b-46dc-9293-4613a56079b5", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.431418020294807, "dark": 0.437681765402776, "saturation": 0.188649718274967, "blurriness": 0.849807251187692 }, "rect": { "height": 5472, "width": 1267, "x": 5450, "y": 9210 }, "landmarks5": [ [ 2236, 7607 ], [ 9983, 4616 ], [ 173, 3028 ] ], "landmarks68": [ [ 9688, 8358 ], [ 2507, 5325 ], [ 5871, 5165 ] ] } } } ] }, { "samples": [ "1547daf2-8890-451f-99ca-04fe4297c4cc", "4c4adaee-777a-4cc7-9b7f-4664712b00ea", "0236340d-6f25-4afa-84d2-cfcb65ee2889" ], "attributes": { "url": "https://www.dunn.org/", 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