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": 5, "gender": 0, "ethnicities": { "estimations": { "asian": 0.297137082783862, "indian": 0.975324628050138, "caucasian": 0.812134472932034, "african": 0.705587905264883 }, "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.diaz-james.com/", "attribute_id": "a822ff09-793b-4144-b13e-2cbd9445edbb", "score": 0.785486506949592, "basic_attributes": { "age": 51, "gender": 1, "ethnicities": { "estimations": { "asian": 0.878661585280539, "indian": 0.86421976362218, "caucasian": 0.655852730292899, "african": 0.857470051420248 }, "predominant_ethnicity": "indian" } }, "samples": [ "51dab672-4b86-4c95-a9b1-8b0ea46f444f", "f9945678-7387-42e3-9d4b-393d21e77d97", "79e051d0-1442-4d53-b0ed-792584ad3d2d" ] }
- 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": "2537c8c8-ed56-4f6f-9dbb-54be8c2103d5", "external_id": "BZBQjSoIvjzrApjqhVDd", "attribute_id": "b9631eff-28d9-4482-9b35-b58bfa5ebbe8", "create_time": "2019-05-14T12:05:54.658940", "lists": [ "bf9420c7-c08b-4fca-a885-da574733f6cf", "628a6d05-52f0-4b4d-b8a2-c8cb9df0e677", "55eac19e-98a5-464f-9bed-67201d69eac1" ], "avatar": "https://www.lopez.com/", "event_id": "2cc7b077-3c20-4ee5-a258-08d8e6770347", "user_data": "victoria22" }
- 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": "6068cca1-942f-4a75-931c-a879fc3dd4b7", "user_data": "81567 Nicholas Viaduct Suite 836" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.895234951570796, "face": { "face_id": "8fb8e1c3-3a90-485c-ba7f-cce7a7ff9830", "external_id": "lmOHdNZVxtqJZzEGOhSt", "attribute_id": "ab54c262-4226-4187-8eab-af5e560be7b9", "create_time": "1998-05-16T18:32:12.243334", "lists": [ "1f38a046-e817-43c4-90e3-547f78c77e13", "0dcdd673-13dc-49fd-82eb-9a13e936eb7c", "a278ee7e-ebd0-425b-aba3-cebab847a432" ], "avatar": "https://www.reid-sutton.com/", "event_id": "d284bddf-9699-476c-acb0-35d61fb046c1", "user_data": "robin42" } }
- 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": 0.948836957288804, "face": { "face_id": "78f9edf5-0188-4266-8913-4216062ed01d", "external_id": "DsnwWmGJADlTfKVRVzDu", "attribute_id": "712881ed-3a11-408d-8621-1c3355c5f42d", "create_time": "2023-10-16T10:31:11.747383", "lists": [ "21c89d64-441e-480c-8c3e-f00b95da320b", "675d6636-db21-4c7d-bed6-dea5ab4d29ea", "8197e5d1-04fe-48c8-92df-17b864fde7f4" ], "avatar": "http://williams-daniels.biz/", "event_id": "4206ecf3-2522-4f99-bc23-9205fb6c6a1d", "user_data": "wayneparker" } }, { "similarity": 0.341788171108401, "face": { "face_id": "fcc74935-907f-4bc1-afc5-bac271ab5049", "external_id": "DrYsftmEgDAVYOCbOLxq", "attribute_id": "b3b4f874-0533-41e4-8507-785172202801", "create_time": "1977-07-20T19:48:06.022359", "lists": [ "290643aa-35dc-4b44-aebd-dadf8c0ff966", "b8ac24ec-84b3-4d72-b178-1977773baf1c", "98ace939-7530-4f06-8ac1-c01ca84044c6" ], "avatar": "https://davis.com/", "event_id": "0d9b77da-5d3e-4db6-8161-80c478d8f841", "user_data": "katieharris" } }, { "similarity": 0.139665148888643, "face": { "face_id": "ebb8e7b5-1151-4613-897c-df282b8fd897", "external_id": "IVLWIsrTByGGyyJddqVG", "attribute_id": "a4e8ea61-a122-464d-96f0-d6eecf70b8c2", "create_time": "1999-10-07T20:43:55.243107", "lists": [ "30ddb5a1-3a36-423a-b4c8-80a6d685760b", "24111714-2c2e-4da6-a0b4-1f8398503b6c", "ed83e89d-44c8-4120-b2b8-a5c4dc80dcdb" ], "avatar": "http://hall.com/", "event_id": "9a3c33cc-7462-4ceb-a290-216b92ad478b", "user_data": "bjoyce" } } ], "list_info": { "list_id": "8a24f7a5-06ab-4332-99ba-dac46a3dfc1f", "user_data": "335 Church Estates Apt. 057" } }
- 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": "c61c31d3-e1dc-4e34-97bc-65901d194f86", "Luna-Request-Id": "dDQPsGSyPUbkYhmjfgsO", "events": [ { "samples": [ "e6300f9c-9de1-4756-bc8f-e5d836dd6437", "9591a194-6564-43de-be6a-474800bab0a7", "adc9e988-3a96-40dc-93e1-ff5c7a3da716" ], "attributes": { "url": "https://www.hernandez-salazar.org/", "attribute_id": "16125deb-6796-42d0-b8f6-3b00e0764b8d", "score": 0.819182605046689, "basic_attributes": { "age": 46, "gender": 0, "ethnicities": { "estimations": { "asian": 0.31851159776475, "indian": 0.503951464813705, "caucasian": 0.312776551970015, "african": 0.307801195298153 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "6d2190c9-cebd-4254-901a-d81295567269", "a42ade25-e606-4060-9b78-019cfdb142e1", "bfdcbd53-3abb-461a-a018-2aad46a3b97a" ] }, "source": "05124 Freeman Street Suite 524", "tags": [ "FppwbVewXprLvObwsyCQ", "XouWwppsSrjbfnPzMdhR", "mjRLiJzLJoRnqvYrAvym" ], "event_id": "d51e1b3d-e985-4fb9-aed3-ca80fba4d68c", "match": [ { "candidates": [ { "similarity": 0.20512235558453, "face": { "face_id": "9da424f1-88a4-4974-8656-f486e83acc4d", "external_id": "aINPapYnbaToWlNsCBas", "attribute_id": "35db115a-7b71-4928-81d5-2cdede6c6f60", "create_time": "1970-02-28T23:27:36.389580", "lists": [ "c6703ae6-309a-4de8-915e-8d1b858862c8", "a9d87973-5409-475c-b1fc-83e042e57e69", "56231d50-608e-4d59-926b-e33d6ba8668a" ], "avatar": "http://www.miller.info/", "event_id": "19f2bf25-fcf5-4b16-92a4-222ea8b3d306", "user_data": "martinezjoseph" } }, { "similarity": 0.99373320183215, "face": { "face_id": "0a1f4bb0-4b40-4b8c-853d-4f7b816fdd37", "external_id": "wjaTZthMKZliBaPJViFL", "attribute_id": "a1dc74d0-1c37-40e4-9f00-a52a8be05277", "create_time": "1997-10-11T03:35:11.133731", "lists": [ "ceaa0b28-8264-4a7e-9d1c-aeea6cfcc42e", "3f426693-2b54-4fa4-a024-bcd562b9afc7", "700b4e04-d2c0-4c02-9ca8-82866ec3c738" ], "avatar": "https://bender-williams.biz/", "event_id": "e2f3d583-0b07-429f-a248-a700c9de78b2", "user_data": "tgordon" } }, { "similarity": 0.443737609822102, "face": { "face_id": "4954a5c4-8ddc-4bfc-8afa-7feafbec5e8c", "external_id": "wDFlJvZcJofvyNcZrbfb", "attribute_id": "d904c8a6-3b61-49bd-97f4-26de83b945ca", "create_time": "2005-10-15T17:19:37.703054", "lists": [ "880e9ada-1dea-4273-89b2-d86466389037", "bc7ffcea-619e-44f0-937f-db04a5652e30", "54e4d679-33a7-4f5a-a47c-dd25f40eb7b4" ], "avatar": "https://www.richardson-martinez.org/", "event_id": "d4a8ead1-a35e-4fc7-b12d-5fc0f711e971", "user_data": "mary39" } } ], "list_info": { "list_id": "129542ff-cb14-45a0-a7f5-48ae7cf03c47", "user_data": "140 Troy Trafficway" } }, { "candidates": [ { "similarity": 0.154804113975981, "face": { "face_id": "c9107a1c-ae47-4517-82e8-0c198702f781", "external_id": "MmhPKnbSnhvcsddqwvhN", "attribute_id": "8deae8c7-de28-48d0-97d1-76b5fcd39139", "create_time": "2006-12-06T23:04:19.099222", "lists": [ "c9a5dc48-eccd-44c5-8c31-821298234000", "4c0ab81f-9dfc-4e3e-8e64-ea2adb231eb2", "ec62d731-cca5-41c2-a391-6bed6530d734" ], "avatar": "http://www.campbell-bowman.com/", "event_id": "6d0f8024-d31a-464d-b66e-34d2835da686", "user_data": "morrisonchristine" } }, { "similarity": 0.23313774628935, "face": { "face_id": "8dc7274f-3ee4-429a-95de-fe5e3b9cf74e", "external_id": "xunOkigDhUomdcwxyqSh", "attribute_id": "c8dabdb1-ad66-4c3e-84f0-5324a642a529", "create_time": "1972-12-14T00:49:55.328386", "lists": [ "0fa44875-7302-4a1e-8b39-c608a48bef7b", "89c13c52-d459-44d6-9a1f-b8179e4f41a2", "26aed752-5e28-4c96-ae93-245379f24da8" ], "avatar": "https://lucero.org/", "event_id": "cce5fc99-1a58-47a5-acbc-660c503054b5", "user_data": "timothyperkins" } }, { "similarity": 0.352165672058325, "face": { "face_id": "7e640552-5aaa-46eb-bbc8-94be8ec6337b", "external_id": "BLpRIieHADWICniwazKJ", "attribute_id": "87ba316e-8898-4e62-94f1-627c484a5513", "create_time": "2021-07-07T15:37:04.549997", "lists": [ "15b3b73b-dade-4771-9eda-684498647012", "cc5936a4-0880-4afa-8170-1b5fb0e7d93b", "01f02297-4fd8-4b0d-a492-32ded9850d7b" ], "avatar": "http://campbell.com/", "event_id": "ea4b6b59-23f8-41ef-a655-a6550497e9cf", "user_data": "rebecca72" } } ], "list_info": { "list_id": "28b67482-4c32-4747-83cc-6ecc82ce5d59", "user_data": "61141 Vega Lodge Apt. 366" } }, { "candidates": [ { "similarity": 0.653240933833952, "face": { "face_id": "1a07419f-1afb-4bca-8e12-fc8c1d4df4b2", "external_id": "NWRwcdohCPiTTiYxVTKm", "attribute_id": "95a1580c-fae0-4644-b687-1d6f0fcaab7c", "create_time": "2001-02-12T16:38:00.022680", "lists": [ "897e3aad-4393-4fa6-b974-84df78370af4", "b4eea400-e34c-4404-8eb9-cd0e92fc5d1d", "9df285a1-69e6-42bd-88d9-826e7165a13c" ], "avatar": "https://www.harris-hall.com/", "event_id": "1f13d5bb-fce9-4253-af00-2e6b79cf13c9", "user_data": "istanton" } }, { "similarity": 0.212564503813163, "face": { "face_id": "53f53534-aa5b-48f2-9bcf-3affcb6095e7", "external_id": "tVknvnNpurupDpQXPvJo", "attribute_id": "14027add-e200-421f-97c7-739b07b2eab3", "create_time": "1994-11-18T23:38:11.689624", "lists": [ "80b8e07e-d34e-4b14-9dd5-794ba1c82cba", "3581a1e1-9eb0-46d9-aed2-e741ac41ce71", "578eea47-14ac-4ee1-9998-8445b118b768" ], "avatar": "https://www.hernandez.biz/", "event_id": "45809ba4-c15a-40ea-aea5-07cdb77df0cd", "user_data": "marypayne" } }, { "similarity": 0.177967557189348, "face": { "face_id": "c03dcc61-b536-4e9c-8aca-9e392901df27", "external_id": "jTFHgcsqufWetfYaMEaC", "attribute_id": "6e9795e0-7e3f-4b05-a797-8b0837954214", "create_time": "1976-07-04T01:56:41.614006", "lists": [ "8664878c-3e8e-43f2-9dd3-1f3cbd1c72d5", "da588159-e4b9-4146-877f-652fcde742c2", "ef9158a5-8458-41ea-96a9-95f7218f71f6" ], "avatar": "http://oliver.biz/", "event_id": "2ed04b22-d628-45c7-8210-f453e9d2c295", "user_data": "bsalazar" } } ], "list_info": { "list_id": "83a5929e-9a8b-4d31-90b8-47e3cab1007a", "user_data": "31954 Eric Shore Apt. 184" } } ], "url": "https://www.wells-wilson.com/", "face": { "face_id": "2161ea1a-291f-4749-9105-2d226bcceb2b", "external_id": "FuVCTGxPbjLrxmPvRXOw", "attribute_id": "7d08326c-f9c2-42f9-9be3-debff076c5d2", "create_time": "2023-06-30T11:02:14.643947", "lists": [ "9d5cea58-358b-4f17-a510-587b278dfc35", "b8533916-fe03-42e3-81f8-a3e158496203", "d8c74a58-8b6c-4b82-9697-e02fc6d4ac03" ], "avatar": "https://sullivan.biz/", "event_id": "4d7bea52-4654-482c-8110-1d5defd7fccf", "user_data": "emily87" }, "detections": [ { "filename": "InlwgixkSAlqgRuFoHIc", "sample": { "url": "http://cunningham-espinoza.net/", "sample_id": "ded96ba9-a97e-4087-823b-67ebf234bf41", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.136219006329875, "dark": 0.249357868262434, "saturation": 0.457290867209407, "blurriness": 0.676978592774322 }, "rect": { "height": 9863, "width": 7982, "x": 365, "y": 6976 }, "landmarks5": [ [ 3775, 1985 ], [ 6430, 6298 ], [ 4171, 3602 ] ], "landmarks68": [ [ 60, 2898 ], [ 9452, 8708 ], [ 8429, 4031 ] ] } } }, { "filename": "DieYOllZRtVOQNpBHHLm", "sample": { "url": "http://www.knight.biz/", "sample_id": "653840b3-393c-4f8e-bc7a-10cd7d2846e3", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.786237142023829, "dark": 0.9470199328173, "saturation": 0.985334105628433, "blurriness": 0.783644036043915 }, "rect": { "height": 3635, "width": 4951, "x": 9646, "y": 4767 }, "landmarks5": [ [ 7979, 6161 ], [ 1688, 4698 ], [ 9322, 4298 ] ], "landmarks68": [ [ 8503, 4074 ], [ 5864, 21 ], [ 6312, 3747 ] ] } } }, { "filename": "AlOICDDQrPzekYOQlyIP", "sample": { "url": "https://griffin.net/", "sample_id": "aae7e11f-c01d-4804-8c75-a713115f915e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.922816402680653, "dark": 0.782839431062537, "saturation": 0.714451764296887, "blurriness": 0.757817125499332 }, "rect": { "height": 4683, "width": 1618, "x": 1705, "y": 9016 }, "landmarks5": [ [ 9464, 4948 ], [ 4603, 3198 ], [ 527, 8374 ] ], "landmarks68": [ [ 6263, 603 ], [ 4720, 5843 ], [ 5450, 5442 ] ] } } } ] }, { "samples": [ 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