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": 33, "gender": 1, "ethnicities": { "estimations": { "asian": 0.602977328074604, "indian": 0.173591856239516, "caucasian": 0.687808699041817, "african": 0.397736009106719 }, "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": "https://www.gallegos-wilkinson.com/", "attribute_id": "0982fb4c-67fe-412b-b0d8-b7a5b6486450", "score": 0.795913917970178, "basic_attributes": { "age": 31, "gender": 0, "ethnicities": { "estimations": { "asian": 0.259926205885536, "indian": 0.637613255400134, "caucasian": 0.929461028905354, "african": 0.13494817972307 }, "predominant_ethnicity": "asian" } }, "samples": [ "f28a8013-b737-4686-a3d2-7abf7c75e207", "1d4e369b-46fb-4fa8-af96-0574c3a2384f", "e332d0f1-56dc-4205-a6f9-37f10088ca4a" ] }
- 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": "f3cb9234-132d-4d82-8fe8-6c1da5d39c34", "external_id": "grtYMYZDKTPOAODUpKbI", "attribute_id": "2575a9b8-def5-4b45-bb5b-9620553d6776", "create_time": "2012-11-18T07:21:10.557675", "lists": [ "2a17ae8b-ea6e-40da-9738-7084292f04cb", "a0c9c718-91a3-4a9b-a10e-543249b238e2", "bba719ed-8f4e-4b71-be0d-1c88a2d12a6f" ], "avatar": "https://www.hurst-moss.org/", "event_id": "c4977a02-2f11-4108-aecc-ecba32c5b9b8", "user_data": "jamesedwards" }
- 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": "4cccb6e1-fb79-46cd-bd09-3a5bc897d65d", "user_data": "01343 Brandi Locks Suite 795" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.449044892966007, "face": { "face_id": "35383ff1-ef0f-4653-82a2-b430557b8d61", "external_id": "dbKYLvhlCwwZPZFOalgu", "attribute_id": "bb27f27b-58e3-4987-8365-95d4ed4cdacd", "create_time": "1995-10-16T23:16:58.956007", "lists": [ "2e9129fd-f283-476d-92f5-3b42d3df090b", "5d67cd38-cd71-4445-8352-84269b147189", "71fc4386-4462-425a-bd23-5c2fce3b2f71" ], "avatar": "https://myers-smith.biz/", "event_id": "ac512870-887f-4319-becc-e4c9bdfb24af", "user_data": "curtisstephanie" } }
- 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": 0.886195188210185, "face": { "face_id": "d3298e0b-e61d-4426-a0ce-9a8d8ee34f8b", "external_id": "QSLGsEosIOtRNFxjqAco", "attribute_id": "4c4fd45b-d5fd-428b-bd31-53d14756c08c", "create_time": "1989-11-12T02:09:18.193558", "lists": [ "468538b5-842f-4646-9bdc-fc454ed82e92", "b5878646-1202-4adf-8bb8-e8a2425e9f8f", "59f939a7-4390-4436-86c6-1b1c9b4e03da" ], "avatar": "http://steele.com/", "event_id": "1452dd25-6d71-4cff-804d-32ca164993bc", "user_data": "denise84" } }, { "similarity": 0.2313055212772, "face": { "face_id": "020090c3-e14e-4231-b27e-a3c32ddff0dc", "external_id": "WXVZQOHNLEaYHmqvxlsZ", "attribute_id": "68ed0703-bda0-4da9-9940-51cca3c3302f", "create_time": "2011-12-15T08:19:20.597864", "lists": [ "320de83b-be72-40fa-9051-2fe1e5a5b4bb", "ea910d47-0d49-4a81-8d0f-a84bd46c3fb8", "2ea64358-0a7c-43ce-b3f7-a9cec1be8e6f" ], "avatar": "https://www.young.com/", "event_id": "12a7d941-2692-4662-b4f4-dc84353b124b", "user_data": "brownannette" } }, { "similarity": 0.755457463698579, "face": { "face_id": "f9042aaa-c93d-4588-8c41-3ab52965ec99", "external_id": "kItTDpMoZwuhdUQpTMDr", "attribute_id": "81919100-2f1b-4eab-aca7-d9cdf18c570b", "create_time": "1982-09-14T11:27:14.170346", "lists": [ "ffd2a84d-3e8a-4540-900c-ad4ed363cb92", "6018d8e2-82c0-4c29-b96c-01189949574b", "b79d66a2-ec02-48d3-9f93-b090b223ad50" ], "avatar": "https://kim-johnson.com/", "event_id": "43713f0f-ec48-4708-9a2d-0d1c34ad7a50", "user_data": "christine27" } } ], "list_info": { "list_id": "88a0bc70-0e58-45d1-80e8-41bb748d4500", "user_data": "3309 Wells Via Apt. 046" } }
- 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": "d2ca5549-b913-4535-bb15-9fb2565f7aef", "Luna-Request-Id": "dWUzdedKzyWUTcOggOVi", "events": [ { "samples": [ "7376f17d-e631-494f-bb63-96517ddbaa0d", "59a39df3-01fe-4960-8b3c-457fd4ce0168", "ca103f9c-eb31-47ef-b719-3292557d2191" ], "attributes": { "url": "http://robertson.com/", "attribute_id": "e9bd7473-b982-42e1-b711-6b8c2abf4c34", "score": 0.890573317309037, "basic_attributes": { "age": 54, "gender": 1, "ethnicities": { "estimations": { "asian": 0.404913687752079, "indian": 0.531861470641, "caucasian": 0.32162416561605, "african": 0.475719536673958 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "4dec2c68-0985-4a77-ab0d-8fa3c5567b37", "12decfa8-1ab4-4dcd-b31a-d84a2531c7de", "811d04d3-ea42-478a-a91f-da555759274a" ] }, "source": "2120 Andrew Pines", "tags": [ "KgriHjWVotsdIDsQEzRg", "xcVhlPUFrGDIuRwxqvfr", "FLhToQWBZSYdXLOowjwe" ], "event_id": "606932c2-ab76-472d-bc03-b8d173f37f20", "match": [ { "candidates": [ { "similarity": 0.473441086699047, "face": { "face_id": "07c7824b-fffa-4e70-8c02-4e07d71d7b7c", "external_id": "fgojLPxoxejvGTCezOjv", "attribute_id": "de3c6630-de62-4bd7-acaa-a3be2e1832df", "create_time": "1993-06-04T17:29:06.749919", "lists": [ "02f9924d-c21b-4940-a736-72be5bea9293", "1d9b0e02-11e0-48c9-b20b-fbd532d93942", "ae57429a-429b-41cb-b076-7d1d19c9f7d6" ], "avatar": "http://fox.com/", "event_id": "54acfee0-21eb-4639-a2fe-8c30379594b9", "user_data": "jasonramos" } }, { "similarity": 0.584556347086533, "face": { "face_id": "b77b6feb-9b55-47b9-bc54-2ab75db9e891", "external_id": "FqJKoHWZJzsrMxlJlFBe", "attribute_id": "2c9d0bb4-9cc3-4bcf-91fb-1f95113a5cd7", "create_time": "1999-01-21T01:21:31.890811", "lists": [ "1781ba79-a34a-4b69-8675-8169df7e66cc", "8748d113-6dcd-4d31-bf73-9522d203aec5", "069c75b1-0d74-4f02-88ab-8463a09990b1" ], "avatar": "http://moss.info/", "event_id": "eb060f3e-7d2d-40c1-98f3-0544198ecad2", "user_data": "elizabeth93" } }, { "similarity": 0.500169296302219, "face": { "face_id": "f03e6ee1-2356-49fb-82fe-a2b8b0430664", "external_id": "oXdVYltBKsHyfACUmhUM", "attribute_id": "67430929-6cf5-404e-aa85-d1686d9b954d", "create_time": "2014-08-08T12:02:38.700639", "lists": [ "dc610c7b-3456-48eb-9133-f2d8656ab795", "39373a00-dae8-4519-b2d2-e5fda27b15f0", "25fc4dd1-dd2a-4262-a24b-7f95bc8a7609" ], "avatar": "http://lawrence.biz/", "event_id": "c8b10747-6e00-4f23-bca5-f4e319c3748d", "user_data": "zclark" } } ], "list_info": { "list_id": "a98ed7ba-1c28-483f-aa7b-6e5ceaba11ce", "user_data": "0651 Sarah Ferry" } }, { "candidates": [ { "similarity": 0.93839202651918, "face": { "face_id": "cc892589-a87e-44bc-9f68-4a7fd8f22a07", "external_id": "uHiucLdWqoQFjIzjdyRJ", "attribute_id": "93f00bee-8989-4241-8a32-606f544d944e", "create_time": "2012-08-28T01:27:48.121714", "lists": [ "3d429b17-4088-42d9-8dd1-788f9fcc6bff", "265c14f7-32f6-47dc-981f-cfda1c054627", "d2c670f3-f765-4cfe-bd6d-05c07973f6c1" ], "avatar": "http://www.monroe.info/", "event_id": "47bdea68-83d3-4233-8035-8e16581c6932", "user_data": "butlerglen" } }, { "similarity": 0.693046080910062, "face": { "face_id": "1c7bca70-3253-4bc5-b7d8-672c02a9e9c6", "external_id": "YkDPzBoTyKRuwlYDFNoY", "attribute_id": "fce4c025-0909-4072-a8ae-ccfd803d20bb", "create_time": "1998-02-03T06:01:46.714791", "lists": [ "0b417de2-43b1-42dd-9b5f-a3a05b3c724f", "593fc133-c7c8-4fee-a6dd-dc941d244881", "1e9cfa61-c035-41b3-9173-23e6ba1c67a7" ], "avatar": "http://www.butler-castillo.net/", "event_id": "be212a81-d98b-479e-8c7a-49f308e4b2c1", "user_data": "gkramer" } }, { "similarity": 0.135282722977111, "face": { "face_id": "aacd73e9-babf-4224-b888-daeef689f823", "external_id": "yFbsAUtNhxGXurdmunPB", "attribute_id": "920765f0-255a-4c54-8bf3-6cf1d95dc14d", "create_time": "1999-10-02T09:05:55.000426", "lists": [ "33106b86-00bf-476b-9a43-04c058eb7963", "53ff5abb-3912-40b1-8d0e-5a94cb38deec", "4089297c-46fa-48a6-9e86-dab423899fcc" ], "avatar": "https://walters.biz/", "event_id": "4cf5e912-7c85-46ae-a06d-9e70fbfd7340", "user_data": "williamsandrea" } } ], "list_info": { "list_id": "b69fb148-a75b-4e63-b5c4-68d01f508f5e", "user_data": "2330 Diaz Village Suite 326" } }, { "candidates": [ { "similarity": 0.637720284251915, "face": { "face_id": "490d43af-649a-4eb1-b54c-e5a2bd330b2c", "external_id": "CUREIkcRKrTqCPntftcn", "attribute_id": "9b02005e-3155-4940-9d0c-a45346ea0e5a", "create_time": "1991-12-21T18:15:16.985194", "lists": [ "7338c0b8-8e30-45d7-a8c6-5cce1575989a", "4faa1cd0-94c3-4cce-a7fc-352e02133906", "6844818a-ab37-448b-98d8-49950f9c699f" ], "avatar": "https://www.martinez-fields.com/", "event_id": "81b8be54-cf3b-44ba-b577-55679a5fe6bc", "user_data": "nicolelove" } }, { "similarity": 0.177948201814607, "face": { "face_id": "96ac7f92-637a-4c21-81c9-e0834f2ca921", "external_id": "YJdeYEsjlImHetKqgKEh", "attribute_id": "5208e213-0aa7-45ae-a8e8-13a3feaecfe7", "create_time": "2023-03-04T01:40:28.385606", "lists": [ "7b3225d4-fc85-407b-ac9d-bc7d799d5f53", "b3c09ead-7eb3-422f-a2fa-fad2513dce2b", "d78b1fca-a017-4426-a3ce-cd1547ae16cc" ], "avatar": "https://www.anderson.net/", "event_id": "f4d11bf6-ec53-4c32-af4c-32449d732503", "user_data": "olsonashley" } }, { "similarity": 0.842442039710044, "face": { "face_id": "b8bc3a3f-5946-40a9-bffa-778f04f1a7e4", "external_id": "akjpeklfiFJFjrFXdWoy", "attribute_id": "80b8c287-0be0-48ac-81e0-08efb4c13054", "create_time": "1991-05-18T00:51:22.210103", "lists": [ "47a64357-0e1e-4a41-bfb3-2e798b4c3afd", "724b0a22-0e05-40bd-96a1-eaae19271a2a", "f5802be9-b737-4033-84b7-8d392ebf1b49" ], "avatar": "http://www.rodriguez.com/", "event_id": "f8fbcc8d-8ea5-446f-9b6f-dec140ce759d", "user_data": "xfleming" } } ], "list_info": { "list_id": "1e9c72c2-7d39-417f-9875-d31e717ffad0", "user_data": "7057 Lee Brooks Apt. 029" } } ], "url": "https://www.williams.net/", "face": { "face_id": "632d28b9-52eb-493b-bd58-c242c6cc553c", "external_id": "sLTTLKXBFwTszOWeXBrf", "attribute_id": "01d04cf5-beae-43d5-aae4-d471bb67d8a5", "create_time": "1989-08-20T10:08:49.513126", "lists": [ "47556935-0fd7-43ea-8479-30f03fe11bac", "5c7a5db2-828f-4584-80d6-755913b98928", "8ec19525-ca8b-48a9-a24b-b726da0bd09c" ], "avatar": "http://murphy.com/", "event_id": "78e8b9c1-37e7-4acd-8f30-b9294302f6de", "user_data": "armstrongsara" }, "detections": [ { "filename": "DUbHnIrgyxAXbuSHAfVH", "sample": { "url": "https://valenzuela-reid.biz/", "sample_id": "3990d308-01d8-4702-a19d-f5ddc8108bff", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.810670118167324, "dark": 0.78414513692435, "saturation": 0.455373318716585, "blurriness": 0.509647457221824 }, "rect": { "height": 3258, "width": 3328, "x": 5326, "y": 5395 }, "landmarks5": [ [ 2536, 5891 ], [ 3684, 7661 ], [ 5014, 6082 ] ], "landmarks68": [ [ 7526, 9802 ], [ 5696, 3605 ], [ 8855, 8947 ] ] } } }, { "filename": "QCyqlmrGEqNhGOomSXSh", "sample": { "url": "https://www.evans.com/", "sample_id": "3371392e-9808-4ba2-8ed9-da7022d25469", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.287262290825988, "dark": 0.305552105425025, "saturation": 0.646050356396009, "blurriness": 0.203914842149543 }, "rect": { "height": 6434, "width": 7456, "x": 8942, "y": 7026 }, "landmarks5": [ [ 136, 2892 ], [ 312, 5384 ], [ 4042, 9695 ] ], "landmarks68": [ [ 6765, 8039 ], [ 5666, 7783 ], [ 7344, 6700 ] ] } } }, { "filename": "XAwAooaRqqIIWuRsLoIg", "sample": { "url": "https://www.cain.net/", "sample_id": "c5e3f448-4c59-4803-bac8-790401d2d089", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.8371474375423, "dark": 0.9915721135632, "saturation": 0.144647185605396, "blurriness": 0.249325029495722 }, "rect": { "height": 102, "width": 4159, "x": 568, "y": 4290 }, "landmarks5": [ [ 928, 2414 ], [ 9689, 5392 ], [ 1105, 3158 ] ], "landmarks68": [ [ 7261, 1270 ], [ 4993, 5394 ], [ 9856, 7396 ] ] } } } ] }, { "samples": [ "0e3381cf-2f85-470e-ab38-c4ca14fb77dd", 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