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": 3, "gender": 0, "ethnicities": { "estimations": { "asian": 0.997260928549285, "indian": 0.948756169647315, "caucasian": 0.292488502882353, "african": 0.240330594390434 }, "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": "http://www.gordon-bates.biz/", "attribute_id": "449594b5-ae16-412b-9013-fd7f378020b5", "score": 0.470332404986794, "basic_attributes": { "age": 89, "gender": 1, "ethnicities": { "estimations": { "asian": 0.464980311560882, "indian": 0.242937854794751, "caucasian": 0.399608807034231, "african": 0.266533857084974 }, "predominant_ethnicity": "african" } }, "samples": [ "9be7ad2d-9595-4519-b92a-3a282b1928d5", "5afeef89-f599-4702-814f-89afdf4b8eb5", "4d76e7cc-fa43-4698-89ae-96cdaf5253b4" ] }
- 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": "fa79b0e8-7907-4d65-b22e-a96976eb3315", "external_id": "OnRsPgLWksXTsazScjOU", "attribute_id": "e810eefd-a449-41e5-8578-22dd661379f3", "create_time": "2006-12-12T06:33:46", "lists": [ "7f50ef04-77cd-46a3-9338-0d58f76b68f3", "82cf03f4-ae05-4b0e-875d-06de31e15f9f", "0660cebc-0b86-4d99-b2bc-7df6672129aa" ], "avatar": "https://matthews.org/", "event_id": "8be5c705-0c02-476a-a703-f46c8a39b33f", "user_data": "john15" }
- 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": "422cf036-ce68-41bd-8ff6-e2f1e7b71e73", "user_data": "90538 Gonzalez Estate" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.865007987849579, "face": { "face_id": "b4b71239-d60e-4a75-90e7-cd953d03d2c8", "external_id": "punAvpZaWgKCjEoeoeju", "attribute_id": "72d8e779-4f04-4771-ab1e-536b32da1aa6", "create_time": "1998-10-10T22:07:29", "lists": [ "f9eec06a-6475-437e-8596-53031c41e17f", "93e7dfa7-386c-45c1-9c53-f837f2edb04e", "bf22289b-7cf6-48b2-ad2b-6340f144f5d2" ], "avatar": "https://jones-ponce.com/", "event_id": "f9fe02ed-1c83-40ce-8f17-a011cdd64b14", "user_data": "ricardoburgess" } }
- 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": 0.603473887032418, "face": { "face_id": "057c1b25-fcb2-4f8f-b75a-ef317240b14e", "external_id": "dQzieAePkkuHbwjUnjMQ", "attribute_id": "e047dc43-f20c-4013-9582-65688c74b427", "create_time": "2009-02-15T16:18:43", "lists": [ "d1422756-e6a2-46b6-9a6f-3c7cf6b4317e", "d0844909-e2a4-4551-bf25-4c9c7194f427", "23132d18-23fb-48c7-8ad3-e595713b33f1" ], "avatar": "https://www.rodriguez.com/", "event_id": "929c279d-34dc-4857-b230-01d606772e91", "user_data": "noah44" } }, { "similarity": 0.662596819421909, "face": { "face_id": "59414e61-71c9-4f25-9943-49a1ccd833e8", "external_id": "yxDtqDPtTSZUwuaXCsSm", "attribute_id": "975f94a8-976a-4754-aab0-8bd5222b8dd7", "create_time": "2019-12-18T09:19:29", "lists": [ "569e91c2-cff2-4e39-9201-f1372d980d98", "9796ab4f-9dc2-45c7-9a16-582816f7f532", "29004234-9f55-442a-ae66-b98fc9f54f49" ], "avatar": "http://dennis.info/", "event_id": "1cc05985-85fc-466e-b639-c154e2f21b24", "user_data": "rodneyorozco" } }, { "similarity": 0.644773713128864, "face": { "face_id": "de4ca252-5888-42c6-8ffd-231f3014d66a", "external_id": "FbEQhQRMIYpseCjrNYER", "attribute_id": "b05fecc6-44d6-490e-be45-151251e36084", "create_time": "1984-05-26T02:41:27", "lists": [ "3ef7e24c-50b0-4552-bd31-21aedb5b0449", "6a62d964-390f-433b-ac00-43b6cfc193dc", "0ffddd73-1c58-4a7e-9f09-b3c19b70c075" ], "avatar": "https://bruce-burke.net/", "event_id": "50be4b6c-9480-425c-ac70-4bd961326ebf", "user_data": "kathleensmith" } } ], "list_info": { "list_id": "e735c256-22c2-4c14-9e0b-2757bcab06b7", "user_data": "209 Craig Ford Suite 238" } }
- 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": "9044dfda-4a83-4125-8ce4-7cfe6d40d736", "Luna-Request-Id": "hJasXJwjEvDAfTheZGBC", "events": [ { "samples": [ "a71e7d87-0d1a-427d-8616-1b0d5c097ee8", "af78941d-53c1-4423-add5-406357dfe48f", "29001a1b-70e7-4d6c-8709-9788d4b1fbb5" ], "attributes": { "url": "http://benjamin.net/", "attribute_id": "0612cd5a-24bf-416d-aacb-576425ff94a0", "score": 0.15380674180442, "basic_attributes": { "age": 87, "gender": 1, "ethnicities": { "estimations": { "asian": 0.219386376780768, "indian": 0.635523584009062, "caucasian": 0.10553974821484, "african": 0.971829807953225 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "3764b29a-9a56-49d3-9ffc-17237aad19a3", "b135c351-d46b-4562-997e-9eefa07b14de", "1d9586ae-abae-48ab-832e-411a7653a98d" ] }, "source": "823 Moore Lakes", "tags": [ "XpKuwhwUQsYMwtVWcFHm", "zhVbkGWIBshVEKKYssrM", "YwxsVShBLOPdliPvSZZG" ], "event_id": "f91e0dc2-a094-4342-a7be-f2eb48d21d22", "match": [ { "candidates": [ { "similarity": 0.945883535788581, "face": { "face_id": "7e0b5aa4-43b2-439a-8891-a68d11c05f13", "external_id": "dUOnehAXocLqEVaHecuj", "attribute_id": "d77cf4be-7388-4ca0-bb9d-e8fd2c90e1aa", "create_time": "1975-12-12T09:45:06", "lists": [ "9e36b685-51c1-4673-8b66-03699eb546f1", "49b891f4-29db-4966-a10a-aaecb5fc6e1c", "c29802f1-17c0-47d2-b247-3df56e7bf95a" ], "avatar": "http://www.gibson.com/", "event_id": "3cd2ca8e-e9cb-4457-be49-73de84de9142", "user_data": "lwatson" } }, { "similarity": 0.652953813489118, "face": { "face_id": "4d8c3cf6-d398-49d8-9213-0c4df0e0e3b7", "external_id": "eHWXBFAXAXMUhakIjxoM", "attribute_id": "58a05f27-9d57-43b7-b06f-9c6ed7b0e0e5", "create_time": "2006-01-29T16:23:09", "lists": [ "7cdc620e-2531-4b77-90fb-c89e972e6057", "f3bd4659-8bc7-41ca-b5e5-e586de1a3ff4", "d8f5a4c1-aab4-44e8-8f90-ae9037734ae3" ], "avatar": "https://barber.com/", "event_id": "86a29665-af12-4a76-a762-f668c9da7e17", "user_data": "cranepaul" } }, { "similarity": 0.85988001742066, "face": { "face_id": "0fb7f75a-43f0-45fa-a807-f42c0b840464", "external_id": "QFQsxDIcCQaYqGVONEVc", "attribute_id": "5ef8b32d-8585-40b0-aa84-f1ff1515a250", "create_time": "2011-03-28T08:22:40", "lists": [ "6664f5b8-6697-4b31-a04d-323a9dc52eac", "8d42d7ea-9431-4ea4-9bf1-91c4223269e3", "f4fef025-a940-4163-bcfa-48645b65f5e3" ], "avatar": "http://www.ray.com/", "event_id": "b2348fae-d4b6-4061-9f13-3b4af395ec59", "user_data": "lisa75" } } ], "list_info": { "list_id": "cb391d65-ad67-4378-a256-6a6b85640b74", "user_data": "812 Ramirez Ways" } }, { "candidates": [ { "similarity": 0.940425885854539, "face": { "face_id": "05b669d6-168d-46fb-a9cb-ef4b6795b5cc", "external_id": "oyLRLxnHITRUdLkhgJTI", "attribute_id": "ae531f30-97a7-438a-bd41-1f19cabb1ef5", "create_time": "1971-09-13T14:59:49", "lists": [ "7083b608-958f-4c22-b587-184a01d54c13", "4aa5ecac-878f-4a93-9716-fcadb7afe63d", "f1559e38-a469-4423-90aa-ccfb5fac9bfc" ], "avatar": "http://www.bennett.biz/", "event_id": "f21c468a-d0d3-4167-957a-24ff3c2872ae", "user_data": "ambervasquez" } }, { "similarity": 0.868145173083527, "face": { "face_id": "e98f141f-a52e-4404-9c47-cbfed5516722", "external_id": "ygpQEIacbBsmwulGTxEk", "attribute_id": "21fa4a1e-98e5-49d7-9f87-29e2b13667a8", "create_time": "2019-11-17T12:30:15", "lists": [ "cfb55360-74dd-4723-baeb-e76621d54989", "1b11a513-92c2-492f-86e9-fa7bbeef2050", "65dfa4f9-688e-4647-8cc1-28f5aebe254f" ], "avatar": "https://www.clark-harrington.com/", "event_id": "1fba3b6e-7bea-4845-a3c4-ee43b9ce2ab7", "user_data": "madeline96" } }, { "similarity": 0.762727555584101, "face": { "face_id": "85a9cbb1-ded9-4b3f-9036-c5f31948923f", "external_id": "EDNWbpuSPBjaNnejxLdR", "attribute_id": "794ad513-8901-40ae-81a8-f84eb61f6dd9", "create_time": "1974-01-17T15:30:45", "lists": [ "38744037-4d7f-4faf-92ec-440be6e5f425", "26a1436b-0d8f-4cce-9936-90495a24d765", "efa32350-643c-4756-b170-d37ad2ea1e5a" ], "avatar": "http://www.johnson-stephens.biz/", "event_id": "f5d87e03-121b-407d-b6c4-3d9bb13937e6", "user_data": "danjohnson" } } ], "list_info": { "list_id": "70a9d449-751b-4a75-aa10-c257efd8ec1b", "user_data": "12508 Lyons Hills" } }, { "candidates": [ { "similarity": 0.724279046585041, "face": { "face_id": "0df203be-7039-4f2e-872e-6baba4a20bf7", "external_id": "hBdtYzplOKJoPJnPNGCW", "attribute_id": "c4526c25-93f8-41bf-902d-e00d68d68bdf", "create_time": "2010-06-27T07:04:06", "lists": [ "630d133e-a811-4037-8812-cbfbe6296a7e", "e981ce73-2365-42c2-97a9-8b16586bb300", "6e462e1c-d3a2-48a6-8133-2ca6f955ae8b" ], "avatar": "https://jennings.com/", "event_id": "c704600e-e5b5-4e40-b9cd-654ba966bcf8", "user_data": "crobles" } }, { "similarity": 0.52663588723329, "face": { "face_id": "854d139f-7325-4aff-8699-5c2b891f77cc", "external_id": "NlQMSlBoIlRhMbkXdmbD", "attribute_id": "a4a90b14-a14d-4c18-9f70-a8511e79b2b0", "create_time": "1972-08-21T23:10:05", "lists": [ "0b3c6845-3afc-42fc-8a9d-bde47f61802c", "420d43a3-6685-4641-b126-ccada537793c", "1f6c2dd8-8a04-44ef-9a95-ec4c76558d44" ], "avatar": "https://rice.com/", "event_id": "60133ff0-c8e3-4443-a53a-557160eb4f34", "user_data": "zholland" } }, { "similarity": 0.538394186064619, "face": { "face_id": "7f3a78b6-dcfc-411b-a54e-9efc89a4264a", "external_id": "KWKwYjgJVqhuMXrwgkUC", "attribute_id": "c50c2acf-be0a-4359-8d59-443c155d9888", "create_time": "2012-11-04T13:22:36", "lists": [ "32193d87-a269-40ac-8074-d7ff79eb4c5d", "c254cc33-248e-46d9-9f20-24eb989c14a3", "48c5f0c9-0084-4e2f-ae52-e500e0d23916" ], "avatar": "http://www.henderson-moore.org/", "event_id": "8d1230f7-392e-494c-9dcf-32a17dfd10a6", "user_data": "allisonhuff" } } ], "list_info": { "list_id": "a2fc264f-ff07-4fd6-afab-c56aaaf5f72f", "user_data": "4713 Michelle Shoals Suite 540" } } ], "url": "http://www.stevenson-bentley.com/", "face": { "face_id": "585e6c20-9167-4953-a5c2-afb67b22f8ed", "external_id": "JpTKrJGhjizXjtdrZeec", "attribute_id": "e4e004f0-81ae-41d4-a81f-9c860c080fb8", "create_time": "2009-07-12T21:35:47", "lists": [ "ad1ff428-ba23-47fa-b6ce-0b2409e226b6", "6d8b68d9-4d5a-4813-93bb-f90995e0c5eb", "40513a31-24c8-4181-953a-ab1b86f40188" ], "avatar": "https://ramsey.com/", "event_id": "e2aeb681-8b3a-46ef-8967-7fdc0f36255b", "user_data": "mooredanielle" }, "detections": [ { "filename": "SnUtvJJlTiAxSCWBeXlc", "sample": { "url": "http://www.deleon-parker.com/", "sample_id": "10eb4174-cc94-48d8-8f26-1cb88861ee9c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.252062051090591, "dark": 0.580111366058827, "saturation": 0.740408312267496, "blurriness": 0.211429195695358 }, "rect": { "height": 9343, "width": 3645, "x": 8940, "y": 5211 }, "landmarks5": [ [ 2732, 1718 ], [ 8074, 4955 ], [ 1838, 4877 ] ], "landmarks68": [ [ 2745, 8031 ], [ 8067, 5523 ], [ 3780, 4948 ] ] } } }, { "filename": "rkpmVwirGWpoQMTcmRvm", "sample": { "url": "https://ramirez.net/", "sample_id": "c8c02175-d86e-40f4-95f7-4db7c4a929b1", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.983658522674424, "dark": 0.526341068997191, "saturation": 0.646367398429229, "blurriness": 0.28270983312055 }, "rect": { "height": 7827, "width": 9152, "x": 9975, "y": 2842 }, "landmarks5": [ [ 4476, 9036 ], [ 4217, 8777 ], [ 3933, 2892 ] ], "landmarks68": [ [ 3747, 994 ], [ 6682, 8417 ], [ 5143, 8969 ] ] } } }, { "filename": "tpBUsqEXvgjFGlTBbdAC", "sample": { "url": "https://www.rangel.com/", "sample_id": "13aa4408-b500-47a2-8eca-aad6784f7e3d", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.464770652389, "dark": 0.945005511295939, "saturation": 0.65396433111707, "blurriness": 0.410991897232373 }, "rect": { "height": 2078, "width": 8707, "x": 1092, "y": 539 }, "landmarks5": [ [ 7896, 884 ], [ 9574, 7112 ], [ 4292, 5933 ] ], "landmarks68": [ [ 5247, 9638 ], [ 6806, 3168 ], [ 6310, 7905 ] ] } } } ] }, { "samples": [ "34b0ac72-ab6d-46fa-b27d-73973f7bc434", "7c86f3ff-0ce7-458d-94cd-4bcde7819fde", "94a19686-9cd7-4dff-b015-b300dd8c6cd5" ], 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