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": 2, "gender": 1, "ethnicities": { "estimations": { "asian": 0.161162053741146, "indian": 0.820569565061545, "caucasian": 0.125431256603802, "african": 0.848005035954706 }, "predominant_ethnicity": "asian" } }
- 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://harris-mcbride.com/", "attribute_id": "19958939-b2b1-44d5-a309-b33c712ae40d", "score": 0.25018299566619, "basic_attributes": { "age": 72, "gender": 0, "ethnicities": { "estimations": { "asian": 0.8499037540151, "indian": 0.447481332615024, "caucasian": 0.62502153837592, "african": 0.921570871272328 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "18ce6f49-2356-4f77-b6e5-79840a55f50f", "53149cdd-e424-4591-9a67-798fb0282a57", "70b67935-e643-491b-a476-8a2b58b75e5d" ] }
- 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": "b24d6445-879a-4f61-8b54-b6647e216089", "external_id": "AfQrHFaXguIFplutUwvB", "attribute_id": "44d638f5-b56b-4e56-89e1-275fbcd9ef00", "create_time": "1995-02-26T00:41:37.573420", "lists": [ "51f1fb91-70ee-46f4-b6f4-5c814c7e139e", "bda51149-2cfa-40c3-b63d-6ae283f8c2d5", "8c1f716b-9961-4e4a-9f99-458a5795d168" ], "avatar": "https://davis.com/", "event_id": "c97156e3-d405-45d6-a98e-3fe433b59c11", "user_data": "michaelrose" }
- 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": "5864953f-0352-48f3-9379-2365ddb21f32", "user_data": "653 Steven Villages" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.877154010432088, "face": { "face_id": "661cb60b-6447-4422-8f5d-75cbc2598e9a", "external_id": "xqoGRFqXWepFXDIgRlYV", "attribute_id": "3780e19e-7eb6-414a-84cc-bf267ca6a21e", "create_time": "1999-05-09T20:29:53.630928", "lists": [ "0c39f9ef-0cc2-42e7-a27c-87064dfe73f4", "c1d868f4-ff81-4397-9573-4aa5ad5c6a70", "d8746376-d7e3-4236-ae3d-6db35ff1ce75" ], "avatar": "https://thomas.info/", "event_id": "54c50a89-1ee6-4459-aada-cfe457cd7218", "user_data": "hooveranne" } }
- 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": 0.475337240931018, "face": { "face_id": "1709d233-e08d-4751-9e5f-37a5d721402b", "external_id": "updSXYDRGuwKFMTFtHPq", "attribute_id": "f587ad81-91d0-45a6-9e6a-ed29d2f7f032", "create_time": "1994-05-08T11:37:18.448977", "lists": [ "ea4abf0e-a574-42e9-b137-99ca59462075", "0a405413-1613-4544-a051-073ed4081133", "34b5ddda-157c-473b-b4e4-527608e1c639" ], "avatar": "https://www.simmons.com/", "event_id": "bce8684a-eb0a-4610-963b-3c975f27c893", "user_data": "bradleythomas" } }, { "similarity": 0.665912884281683, "face": { "face_id": "36f98d1d-1330-4a64-9448-51a606927454", "external_id": "ENHXfJWilAZBZBptfqJN", "attribute_id": "3ecd0e0d-ae01-4864-811e-dcd41a279360", "create_time": "1992-05-12T03:44:36.265786", "lists": [ "8c51c876-1c7a-4c42-9755-81d3b8078a36", "e1f36d0c-be4c-4222-9726-83b15c8d5586", "df481f6b-f00b-45c3-bb33-819aaada63e9" ], "avatar": "http://www.friedman-parker.net/", "event_id": "50c45bfc-cbc0-49ed-a5d7-44c95b0d63d9", "user_data": "wlang" } }, { "similarity": 0.95992739853552, "face": { "face_id": "eb04ed3a-75d0-4b7b-8954-a4711690c0bc", "external_id": "pdDcekxoyPMCTbColQZD", "attribute_id": "ce06e76a-8e10-49a2-87f1-dd173db1929a", "create_time": "1979-12-14T09:54:00.744408", "lists": [ "625ed358-9169-4b8c-9a3e-aed3a7fccca0", "ca49e899-2c0d-4847-b069-fc3696f54f12", "d6eae974-3b22-408c-9044-11a321892aeb" ], "avatar": "https://chung.com/", "event_id": "eb33375d-2e38-48fe-b77a-a03a11dd1d45", "user_data": "elizabethroberson" } } ], "list_info": { "list_id": "11245993-94da-438e-a95e-4138bd538a45", "user_data": "09407 Davis Turnpike" } }
- 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": "fd01c698-9229-4ece-8225-9c72a13b011a", "Luna-Request-Id": "DvWrdxQDiCGCGkdmxCCQ", "events": [ { "samples": [ "13dab075-587f-4b7d-8027-984f88099a29", "b4899515-c7c5-49be-8dc0-b804627fb257", "2659993b-54be-4952-83b3-43445eb06392" ], "attributes": { "url": "http://www.sanchez-ayala.net/", "attribute_id": "39072d1c-e026-462a-a7be-022771ecdd99", "score": 0.230463054609062, "basic_attributes": { "age": 64, "gender": 1, "ethnicities": { "estimations": { "asian": 0.641725263635384, "indian": 0.266895583085059, "caucasian": 0.114684086351067, "african": 0.348711345282437 }, "predominant_ethnicity": "asian" } }, "samples": [ "97cc7dfb-6349-45bb-aeec-647054811064", "0f044a85-9dee-49cf-b10f-6279f8ffac33", "bd62f471-c39a-4ab6-98de-b5d9ceaa51f8" ] }, "source": "368 Moreno Manors Apt. 031", "tags": [ "drvFOJJdPItJSelQgPcb", "cHqcUrZsXgRqiQyltcCw", "OuZSFnwaemmENSmdcUyr" ], "event_id": "fb1fba6a-4a65-4fe8-9124-834aba0c4a00", "match": [ { "candidates": [ { "similarity": 0.949580009433451, "face": { "face_id": "229339ca-9036-4de9-91df-0a5011c3af1e", "external_id": "aFQkVeZgdatlHviBKeFz", "attribute_id": "17b72391-fdd0-4e29-b2ae-3215e7dab216", "create_time": "1970-04-09T18:03:01.133649", "lists": [ "51658d07-93d4-4697-9379-b81c0a5ae0fa", "c630f0e7-4a6b-453e-999a-815564899d70", "61e07f7a-555b-4b4d-a421-1207727a2b3a" ], "avatar": "http://johnson-soto.net/", "event_id": "c86d1fb1-c2cc-481c-9a1c-957bbac28dd8", "user_data": "talvarez" } }, { "similarity": 0.732474475386018, "face": { "face_id": "16afe94b-7d45-471c-b3f4-146ab1a81bf6", "external_id": "hDsEEASiNeiPaFdgYkRa", "attribute_id": "e61e68a5-1b48-48d9-8bd8-02b8c1f36852", "create_time": "1971-05-15T05:06:28.883150", "lists": [ "c8f7285f-a9a0-4ecc-852e-9672be4fe9a7", "8220b525-02ad-4423-95fd-d36a764782ea", "a4d58003-3310-4cfc-a0cf-5c5966b6fd5d" ], "avatar": "https://jones-wells.com/", "event_id": "53558af1-32f4-4e20-8f89-4ce1ce14d819", "user_data": "donna31" } }, { "similarity": 0.143424051531439, "face": { "face_id": "808f2587-f05c-426a-8803-446f9e482c04", "external_id": "JAivncvpScBlGhiHNsYx", "attribute_id": "65a6ac21-74c4-4724-a8ff-1e80d6f4c1ef", "create_time": "2019-08-26T00:20:31.411303", "lists": [ "5bd0588a-fa8d-45b2-9fd1-238c7e60b56b", "b074a5e6-8f9b-4e5a-8615-54c2034eccfa", "8290271c-6c1e-4045-bef8-6b744941a4cd" ], "avatar": "http://www.johnson.com/", "event_id": "875e2208-9d4e-404e-9ea3-6608fa6fc546", "user_data": "aaron27" } } ], "list_info": { "list_id": "3ac42406-a2a0-45e6-88a1-4d815d5fe887", "user_data": "872 Roberts Crossing Suite 497" } }, { "candidates": [ { "similarity": 0.166797645281866, "face": { "face_id": "6aa8a9fd-243f-4973-b6b9-446e3c93a09e", "external_id": "AowTrgYlYgfvuizftviy", "attribute_id": "6daf30fa-1bc8-4619-9ed3-1eb61a4a856e", "create_time": "2012-10-13T13:37:45.746547", "lists": [ "28b00d97-ed84-4b1f-b715-f835e5d5e604", "ccdf15d4-ae9f-4512-8675-c668f2b5898d", "a8191ced-c59a-4909-bd4a-e260b7e4ce8c" ], "avatar": "http://nash.org/", "event_id": "dab1f3e8-bd86-4a68-bc42-eda01a762e01", "user_data": "charrell" } }, { "similarity": 0.678834196903207, "face": { "face_id": "5c86626b-29c0-408a-a4e2-41f3db7e3462", "external_id": "TvjiWrnnYWYgznccabUd", "attribute_id": "6722bc28-8aab-4fa3-ba19-d6cd9a7066bc", "create_time": "2024-03-08T19:15:54.285592", "lists": [ "debc7020-7e82-4916-b01c-1f5a77b684d4", "d09791ed-c50e-4d60-b01d-46d10190aad0", "9568f9e8-7d27-49a2-a0cf-37eed0023230" ], "avatar": "https://wells.com/", "event_id": "42f61af9-ae6e-40d6-9d47-6dce31adc1f4", "user_data": "wraymond" } }, { "similarity": 0.42767637316363, "face": { "face_id": "52fc1750-0b00-47ff-89be-610967b636a1", "external_id": "ODjiiloxJMbhCroGaMaU", "attribute_id": "3bbafe4e-1735-479f-9ab8-b8c55abc1dd7", "create_time": "1974-06-18T03:50:08.734841", "lists": [ "201cfd12-62e2-45c5-8b58-ef674d0bead4", "4d86fd13-c5bf-49e4-b9f7-ebf16f33c661", "9dddf325-7426-49fe-8c1c-5990365d7018" ], "avatar": "https://smith.com/", "event_id": "75ea5301-a0c4-45f5-8b51-23d0bb4be83f", "user_data": "weavereugene" } } ], "list_info": { "list_id": "eb487882-ecec-45cb-a077-873942e5dbf6", "user_data": "889 Jackson Circles" } }, { "candidates": [ { "similarity": 0.699417743542698, "face": { "face_id": "47923e7d-5ff0-4649-adb3-403e443aad60", "external_id": "KjgjnghgtxkyiYMSXYau", "attribute_id": "42fac2f1-21db-4333-b2da-150ce480cb7b", "create_time": "1977-06-18T17:07:03.532692", "lists": [ "beb9ce20-09da-4a2a-88cd-c01abafffee9", "221a1be9-06bb-4108-97f6-f61ffe33f7a1", "463cba85-36de-4903-a8d2-628262173a6f" ], "avatar": "http://shaw.com/", "event_id": "ddfa9421-01cb-4619-bfcd-55bcc8b3591f", "user_data": "rita74" } }, { "similarity": 0.883848437044509, "face": { "face_id": "22949f7e-1313-4944-967f-7b7f7ee2b495", "external_id": "wyCebBCOlUwlfZySFACT", "attribute_id": "1496bf60-ba99-4fe2-865a-290bb26c2a96", "create_time": "2017-09-22T17:10:14.831739", "lists": [ "fdf84c86-296d-4dfb-a64b-894a968a867b", "acec11bc-0572-48c3-9075-9df539b8e41b", "72e8a640-f5ee-4e39-9631-4213af4a61da" ], "avatar": "http://coleman.net/", "event_id": "a22a93a0-95d7-4283-85be-86aeccfda26f", "user_data": "loliver" } }, { "similarity": 0.132082106137454, "face": { "face_id": "b26a3419-516f-408f-b16e-c76c0e243be7", "external_id": "vTnhLxZjphSauljrDOWn", "attribute_id": "a6ec68aa-edc8-4c21-82bb-058f3137c083", "create_time": "2003-04-18T03:56:14.956906", "lists": [ "4a18a0d8-fe61-4839-ae37-2664ef2602fa", "7fa3956b-9773-43fa-b5ff-047728ac9658", "b850b6e7-51c7-4455-90d9-4ab1702b7ada" ], "avatar": "http://www.davis.com/", "event_id": "6cbd192e-6fc3-4c67-a985-52a0013f2280", "user_data": "gary10" } } ], "list_info": { "list_id": "c7addf6d-8441-4526-b02e-7c603645ee76", "user_data": "569 Stewart Pass Apt. 981" } } ], "url": "http://rodriguez.org/", "face": { "face_id": "8dc9c23e-372c-45ef-826b-a381fe664f70", "external_id": "DJcygpSGZkyehRWVyOUp", "attribute_id": "f9189d1e-0305-441f-a364-4e4905837a2c", "create_time": "1970-02-05T18:08:40.746988", "lists": [ "59ab5c85-89b0-4fb7-95b0-689945a40462", "267f577d-e1f9-41d6-934c-ae0bf13fc5f1", "3027f0a6-869c-46ab-a3af-891afd6134e0" ], "avatar": "http://www.brown.com/", "event_id": "cf9b6344-7bb0-471d-86c4-082918c8ec16", "user_data": "ykoch" }, "detections": [ { "filename": "dPLUsmpnMIPCgWDgcqcQ", "sample": { "url": "https://warren.net/", "sample_id": "0cc77a88-9949-496e-a0d5-763437131839", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.153998562163629, "dark": 0.701325269074133, "saturation": 0.53937126468147, "blurriness": 0.26381659774664 }, "rect": { "height": 9220, "width": 5580, "x": 7128, "y": 784 }, "landmarks5": [ [ 3884, 6254 ], [ 4142, 4227 ], [ 2885, 3646 ] ], "landmarks68": [ [ 1830, 3904 ], [ 3113, 597 ], [ 4204, 5218 ] ] } } }, { "filename": "zBSSPHziMXIWWdYNXPuW", "sample": { "url": "https://www.barker-whitaker.com/", "sample_id": "8ff23e02-bc94-4c7c-8145-9e269c0743f6", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.358331779251728, "dark": 0.503911702244863, "saturation": 0.62314580854452, "blurriness": 0.875621384008329 }, "rect": { "height": 3375, "width": 4203, "x": 9999, "y": 5472 }, "landmarks5": [ [ 5188, 8230 ], [ 863, 7838 ], [ 7265, 4549 ] ], "landmarks68": [ [ 1317, 3182 ], [ 307, 6829 ], [ 9783, 9402 ] ] } } }, { "filename": "QLWcOAkaqokemnPLNvBs", "sample": { "url": "http://gilbert.com/", "sample_id": "ec19ed79-8d86-4e9d-b6e2-35e2e5ecec55", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.73678334448043, "dark": 0.915430278046622, "saturation": 0.69669325939371, "blurriness": 0.15964507211619 }, "rect": { "height": 2179, "width": 7566, "x": 7115, "y": 4393 }, "landmarks5": [ [ 8736, 1958 ], [ 8485, 154 ], [ 7674, 7894 ] ], "landmarks68": [ [ 7579, 7873 ], [ 5250, 3786 ], [ 113, 5598 ] ] } } } ] }, { "samples": [ "806a2bd0-9471-4c17-a66d-b04ab6048cef", "471cbe98-10ae-43a5-b412-e51395709710", 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