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": 35, "gender": 1, "ethnicities": { "estimations": { "asian": 0.483554848144977, "indian": 0.562856927738545, "caucasian": 0.502590550635691, "african": 0.67741363942508 }, "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://ward.com/", "attribute_id": "de83d8a2-113b-440b-a3af-660320049703", "score": 0.408265682723314, "basic_attributes": { "age": 94, "gender": 1, "ethnicities": { "estimations": { "asian": 0.631003326424081, "indian": 0.552107548376688, "caucasian": 0.6848096959331, "african": 0.606433006262299 }, "predominant_ethnicity": "indian" } }, "samples": [ "e6da580e-81ac-416e-804f-f268a2476fa0", "89ab3a27-39c4-4ede-a992-51f1c304b29f", "7c3e6dec-1dfc-49b3-b471-d0856624f2de" ] }
- 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": "52aea4f2-1bc1-456b-9946-02a546ee3808", "external_id": "UKbawbbUYDmtcLwsWOkf", "attribute_id": "d648dd44-c5b9-46c7-b659-5f8ea326313f", "create_time": "2019-08-29T17:18:45.977747", "lists": [ "8c17f6fe-8b92-4dc5-8ba6-3a65bc910806", "69b18914-cef3-45db-bf47-99cf3446f2f8", "f282bbf0-8b2d-4b36-b10b-ae7e102f7b0c" ], "avatar": "https://www.obrien-cruz.info/", "event_id": "504a179f-3977-4e90-82dd-63756c7712de", "user_data": "blaketracy" }
- 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": "6b81dbaa-1feb-4e27-b6ea-deadbc3a9448", "user_data": "84300 Campbell Track" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.660376008579156, "face": { "face_id": "447b123b-0af4-4b3a-8c53-fb30c3c55b96", "external_id": "KKGFjnEvnfcVtSsSGobo", "attribute_id": "10d09170-8815-421b-bf4d-54692df9f756", "create_time": "1995-02-12T01:33:02.614236", "lists": [ "3f11c6e7-9307-4c36-a66e-7feaac051392", "5d38f4e7-772b-4ec0-a3d4-078657329e18", "1e3610c0-50b5-4329-9ccd-c470e9b39a8a" ], "avatar": "https://www.dean.com/", "event_id": "0d750138-f869-4ca9-a68d-893f167dbe58", "user_data": "lindakane" } }
- 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": 0.686045610260229, "face": { "face_id": "cb19ec94-43fe-4ce7-b15f-e9c850858d2b", "external_id": "VeFCaWzIBUHGHwbxHKtn", "attribute_id": "83c22c62-acc3-4fd9-a2b1-a30e32020177", "create_time": "1981-12-19T13:06:35.527220", "lists": [ "902db807-e84c-4d9e-b94a-2493985f41fd", "c36a745d-ec16-4246-ade6-d1f7d34df007", "24f59552-3a79-454e-bd91-6985888b9ad5" ], "avatar": "http://phillips-fernandez.org/", "event_id": "51d16346-251f-455a-8c4f-0a2f828ec1c5", "user_data": "mercadocarmen" } }, { "similarity": 0.656759217265623, "face": { "face_id": "548b6589-05a2-45b5-845b-dd432ce61424", "external_id": "QRtqHjkCcdaSshkjDRlX", "attribute_id": "f2b44efc-781a-4c07-9b9c-e33e62e559b6", "create_time": "1989-03-12T12:23:12.456458", "lists": [ "6eb3b37a-c45d-4d7c-a401-d8978092f296", "ce2f9e5b-ff56-4f7d-a8db-e792b4820194", "e807cf53-5c33-47b7-ac1f-b209e84ce85d" ], "avatar": "https://thompson.com/", "event_id": "8312b750-9a5c-495d-ac94-d5bb62dddde1", "user_data": "pcooper" } }, { "similarity": 0.151506552130391, "face": { "face_id": "be49cb6c-614e-454c-b310-308b682c08b5", "external_id": "JASjkEsNpSkyXHxVUvqx", "attribute_id": "f87a23e8-4bbc-464d-8d80-d7fae3771f5d", "create_time": "2024-10-29T16:20:04.462781", "lists": [ "61479262-77f7-4e64-8fff-8b6f858ee4b0", "85b9bca4-9ead-4ba3-8d04-72f87f37dc0b", "1d1bada9-75d4-4983-9443-94ce976dc3a0" ], "avatar": "http://www.williams.com/", "event_id": "f3627a44-de68-4699-a3dd-5474a9218f62", "user_data": "amanda68" } } ], "list_info": { "list_id": "f8cce98e-dffd-46c6-8419-7edbc162a6ca", "user_data": "3000 Garcia Avenue Suite 661" } }
- 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": "50a2a4c2-249b-4596-8b12-a75dd192c675", "Luna-Request-Id": "ReHADouIohSYFCviPGmN", "events": [ { "samples": [ "41864f1c-1db8-4b5e-a031-9650a62c32af", "c9e96e44-39d7-4f4a-92df-f8f3a1a69819", "324b8675-b5d9-4aa7-94d3-231a3e1426f5" ], "attributes": { "url": "https://robinson.com/", "attribute_id": "9540f33b-8499-4041-878c-779cae856d64", "score": 0.463307659989239, "basic_attributes": { "age": 69, "gender": 0, "ethnicities": { "estimations": { "asian": 0.603507253093329, "indian": 0.22408892364306, "caucasian": 0.173946919061231, "african": 0.822919895876661 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "5d943f4e-d97b-40e3-a54c-a316d8451149", "d7338ab4-fe40-4b0d-82af-79533568e784", "e1c91df4-ec9d-471d-9dbb-cbea8c465eaf" ] }, "source": "08902 Tran Light", "tags": [ "sxEydbbfPFuVEOMQeXbm", "RprTBaHGBfpLjcjKjyMo", "vwsdQoUCdzPPPqEnEWWs" ], "event_id": "54160bae-e0db-432d-98e5-138a016a3cf9", "match": [ { "candidates": [ { "similarity": 0.772739874115873, "face": { "face_id": "952ff8f8-cdcf-4cf1-8b0b-3a6b47917ad2", "external_id": "wjNyUYwXADxveAwtGeDv", "attribute_id": "f1c7286d-3bfa-4982-886c-557c686b7a41", "create_time": "2015-06-16T15:02:27.928238", "lists": [ "7035413d-0212-4cc0-8321-dc43606d2ab9", "03807a90-d289-4bf8-8bd7-b8408dea995d", "35a64578-e41e-4a5c-a402-1241805a8142" ], "avatar": "https://www.nelson-durham.com/", "event_id": "98849faf-6c86-407f-80ba-4504f98edfe9", "user_data": "ledwards" } }, { "similarity": 0.725199416625997, "face": { "face_id": "75029585-3594-4738-bb8f-ddaafd4edbdc", "external_id": "VqXfMtZCZgGyZLDvjbgE", "attribute_id": "d4206204-e026-4938-876c-c86aed5fdb26", "create_time": "1984-05-16T13:21:17.920746", "lists": [ "86a34a0b-949d-4f55-bde0-0b95dde03d63", "d00516e6-450c-471d-95c6-1def88945e5c", "ca503623-cc89-437f-b296-68dc288610f9" ], "avatar": "http://harrison.com/", "event_id": "88179766-e361-41e8-9385-d6b6768cabf4", "user_data": "irobinson" } }, { "similarity": 0.31800824310677, "face": { "face_id": "f1a975a9-c340-4283-9f73-e34ac8b83978", "external_id": "vLEWBarSjgELzlcGbJOc", "attribute_id": "27257988-786b-4a42-9699-6ab949477623", "create_time": "1979-10-13T20:00:49.417971", "lists": [ "0f3e6e85-6810-4889-9938-c6b037eb928f", "1210c5a5-b946-48ff-9775-ad73c444ef75", "d0f5b1dd-dd97-412f-87e8-0fea4218d785" ], "avatar": "http://www.williams.org/", "event_id": "d11f9e9b-b430-4f38-8314-59f632f0ed1c", "user_data": "natalie15" } } ], "list_info": { "list_id": "8173e831-dd9f-46a9-8a1b-867bdc47eaa8", "user_data": "64027 Bryan Centers Suite 667" } }, { "candidates": [ { "similarity": 0.713775284176246, "face": { "face_id": "1aa2a0d4-07b9-48d3-a157-1f3447ea0c72", "external_id": "dzwplDpoPqGkDQeYwDlw", "attribute_id": "40d23b9b-339c-4dd8-9a58-a61ffde4c402", "create_time": "1985-05-22T04:13:01.812690", "lists": [ "120f6251-8303-40a4-b48e-0d6b6e80e047", "af6d4140-1287-4d50-b4a5-96f0748cfae9", "51b906ad-3da5-439d-857a-daaaf82d8de5" ], "avatar": "https://www.arnold-little.com/", "event_id": "93ceb6d8-e64b-4db2-a06b-5841b8356233", "user_data": "reginahouse" } }, { "similarity": 0.345005423481767, "face": { "face_id": "25ae5fe3-e699-4f76-984c-f3326307ce8b", "external_id": "AZKDTfSFYtBUUhjlkzFF", "attribute_id": "c485d5b6-b8bb-4567-9e79-13a54b05ed60", "create_time": "2018-08-15T13:25:48.850954", "lists": [ "a67adb70-0b42-4170-b406-88903beb5c6a", "97467843-3e78-452a-9e36-027990c3714b", "8a6a34ca-e6c9-492c-9daf-717778da1229" ], "avatar": "https://www.jones.org/", "event_id": "352a542f-9b28-47d5-a434-bc1298cdeff6", "user_data": "jeffreyking" } }, { "similarity": 0.211089920668009, "face": { "face_id": "0558b603-9658-44d8-aa40-59737e64a48e", "external_id": "NFNbhZffEuksKXaepymX", "attribute_id": "8a48635d-1b95-44fe-85ce-19141f19253f", "create_time": "1976-05-22T01:32:44.578605", "lists": [ "f70776b2-287a-43ed-8afc-e640ca800ca4", "2090b59b-8d36-4962-b8a2-b53300269dc5", "54d9f3c6-db6e-44f3-8231-6c685925b64a" ], "avatar": "https://woods-taylor.com/", "event_id": "230da7c5-7f2d-4ee8-b2a9-ead78f520b18", "user_data": "michael36" } } ], "list_info": { "list_id": "f3d3db96-0c7e-4dd3-90b0-3bc14dfe17e3", "user_data": "46791 Amanda Terrace" } }, { "candidates": [ { "similarity": 0.177280495249386, "face": { "face_id": "aa65f50f-6020-4f1e-8029-2f97060c1436", "external_id": "rdcOEonuqtlulDsfwQbx", "attribute_id": "2643eeab-681f-486c-a821-61558548aa83", "create_time": "2011-08-14T19:48:42.495517", "lists": [ "79949849-3521-4104-b164-139b8edcf49b", "0af2003d-8139-48ba-b3a3-7d7123f101c9", "99ee47f9-3b56-43dc-a00e-239b4c455e83" ], "avatar": "https://www.richard.com/", "event_id": "1dd896f4-bf74-49eb-ba58-67f043c6339a", "user_data": "tuckerwilliam" } }, { "similarity": 0.999015761961308, "face": { "face_id": "bbdd663e-1356-447d-8320-cd0a70ba0196", "external_id": "hHmxrsnxmMAHMyYUJzlC", "attribute_id": "564ca8a3-ffcd-4532-9e76-1818a0151186", "create_time": "1980-06-05T23:01:55.168142", "lists": [ "08bd990b-00bb-4305-8893-b76b831ec952", "81e61742-b185-44bb-8f23-e95dc7896489", "b2b0069b-b77a-4732-9784-9c353fc18ee5" ], "avatar": "https://www.castillo.org/", "event_id": "58b81328-b2bb-4f11-b9ce-b6dc56654bfc", "user_data": "katrina78" } }, { "similarity": 0.255186618102797, "face": { "face_id": "7287d802-2036-4410-9325-8549303ad4ec", "external_id": "UtPGPPhIYgWtmAltzJJY", "attribute_id": "4e10a06a-b058-44b2-9242-1d1799952fd2", "create_time": "1982-09-01T02:27:34.214404", "lists": [ "ab2e8513-7397-4c1c-b08b-977675c080a8", "71d55393-a24a-4c11-94c9-777cf929a94d", "4196da60-0c46-4bfa-84b6-ec1b6a1d2ddd" ], "avatar": "https://grimes-harris.net/", "event_id": "470f1fa1-4c95-4a91-a710-1968505a1897", "user_data": "kristen00" } } ], "list_info": { "list_id": "47b9e864-d946-4c21-bcbd-c3710eb40b0b", "user_data": "0897 Tammy Circles Apt. 545" } } ], "url": "http://www.adams-vincent.net/", "face": { "face_id": "e09454ab-1936-4dc4-8acd-fbd064bb7a75", "external_id": "vOGHtGLTMWaSyNMmbngh", "attribute_id": "4115e6cb-462a-4c74-9e47-36aef84de278", "create_time": "1970-10-01T04:06:56.270474", "lists": [ "38687a15-e054-4895-b40f-2565ecdc73ee", "c13294f1-5f34-43ef-a090-9cad180995e9", "655861cf-cbd1-4982-b224-de29e6ab66ff" ], "avatar": "http://brown.biz/", "event_id": "8051c0fa-1d9c-47ae-8a65-f88771de3383", "user_data": "vbrown" }, "detections": [ { "filename": "POVXtPqzqRnMRjNxOybx", "sample": { "url": "https://www.bradley.com/", "sample_id": "a3a774b6-89c5-4cf6-8b4c-0d77c4db37f1", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.45868203951379, "dark": 0.761509900447817, "saturation": 0.474457802849389, "blurriness": 0.529653227434024 }, "rect": { "height": 6984, "width": 8691, "x": 9085, "y": 5683 }, "landmarks5": [ [ 9219, 5251 ], [ 364, 1546 ], [ 7567, 9736 ] ], "landmarks68": [ [ 761, 2930 ], [ 7073, 893 ], [ 4167, 4892 ] ] } } }, { "filename": "iASKQtsNLRWxrgqhYESv", "sample": { "url": "http://www.simpson-turner.com/", "sample_id": "2e0040e5-c4dc-4e3a-a83e-bd6c856a866c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.342418905505152, "dark": 0.998231282794476, "saturation": 0.537414340072026, "blurriness": 0.444235954293767 }, "rect": { "height": 4844, "width": 4387, "x": 3560, "y": 3746 }, "landmarks5": [ [ 2576, 6169 ], [ 481, 5254 ], [ 4412, 4591 ] ], "landmarks68": [ [ 3009, 1055 ], [ 5617, 843 ], [ 4560, 5734 ] ] } } }, { "filename": "MOosTVOYqHjofTHodeuu", "sample": { "url": "http://oconnell-chavez.com/", "sample_id": "af9048da-3aa9-4145-8f89-ddda63bd8793", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.498503559911674, "dark": 0.972964155561465, "saturation": 0.48015947564574, "blurriness": 0.906722506575988 }, "rect": { "height": 5579, "width": 194, "x": 8905, "y": 8753 }, "landmarks5": [ [ 4830, 2522 ], [ 9722, 4408 ], [ 1126, 4857 ] ], "landmarks68": [ [ 7923, 24 ], [ 1226, 1741 ], [ 3759, 9002 ] ] } } } ] }, { "samples": [ 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