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": 63, "gender": 0, "ethnicities": { "estimations": { "asian": 0.45053142936693, "indian": 0.293526119566688, "caucasian": 0.39374422336682, "african": 0.875598066395825 }, "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": "https://watts.com/", "attribute_id": "3e8f73e3-aaee-4ebe-8a1c-13f6cdc99dff", "score": 0.768472411996501, "basic_attributes": { "age": 91, "gender": 1, "ethnicities": { "estimations": { "asian": 0.820228621803312, "indian": 0.247566503701864, "caucasian": 0.206891581003626, "african": 0.507625967836108 }, "predominant_ethnicity": "african" } }, "samples": [ "e004be77-1c74-4bde-89e9-83a50436b9a1", "366bbecc-d64f-49b2-bd14-bcaee120768a", "ad8e8207-f22d-4731-9718-8375972c56e4" ] }
- 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": "085af33e-714e-4d6a-ac7e-d8ca463d3765", "external_id": "dNSRWkkaIgGOhyuMmmjM", "attribute_id": "1e2bb0c2-c6d8-4c9d-b797-fc3bfa22d963", "create_time": "2010-12-19T07:53:34.142821", "lists": [ "cdeb6967-9bf1-4f01-8094-196a2c2a5af3", "fbabc821-4e9f-4666-ab8f-27cab8b0a555", "b84daf95-68f2-4b91-96ae-ea96d5d94e92" ], "avatar": "https://www.fernandez.com/", "event_id": "124667ca-27e5-459e-9bc3-5f28b1b79893", "user_data": "kramirez" }
- 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": "1673f436-de3b-4ec8-8cd7-016a2d2165e4", "user_data": "88527 Danny Trail" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.914258452258061, "face": { "face_id": "0345e0a6-6d45-4615-96ca-e0fc3188bd2a", "external_id": "lLUnoxsMDsRkzJRpmWnz", "attribute_id": "eabd990a-79ee-40fc-965a-3a59f76dab6d", "create_time": "1979-02-27T04:30:28.169794", "lists": [ "164994fc-8b9d-4a09-863e-aa9f61a5fd58", "9a89d67e-5a54-47fa-853f-031abbb146ff", "536b9fbe-c340-41db-bb6b-8b26da85d5f9" ], "avatar": "http://www.lucas.com/", "event_id": "83cc32c6-7efe-4a28-802a-5e6f4c4ea99b", "user_data": "jesushall" } }
- 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": 0.664586569177174, "face": { "face_id": "51b3c251-d769-4e1f-acd8-7fa338f00e38", "external_id": "hBkUkLwvVIhRJGwnKQHX", "attribute_id": "df54f2a8-d947-4f73-92a9-adaaed468bfc", "create_time": "2003-09-10T06:49:48.412335", "lists": [ "81ec4d41-b230-4a63-9ab9-e1e96325a2dc", "b460cfcf-fa4c-4c21-a7fc-7e60fbbdcb4d", "0c249863-494b-456c-b6e9-b48cbd51bfc7" ], "avatar": "http://www.wyatt.biz/", "event_id": "903a277b-d730-4318-bebf-472b0556c11e", "user_data": "vwilson" } }, { "similarity": 0.65320680150811, "face": { "face_id": "18d59db3-3c4b-4b3d-9fd4-b0049e57dc01", "external_id": "fMAzUkbQphTfrEmOCqpq", "attribute_id": "da1722f6-f59c-4086-b18b-66d4860826be", "create_time": "1996-12-19T15:30:24.394246", "lists": [ "69d818c8-0a16-40d3-b39a-a9771d70fb56", "8b0afc60-1ae8-4da4-a624-37a4ce1a9efd", "1cb8afbb-52ed-4dc8-bd35-bc198caf08fe" ], "avatar": "https://lewis.org/", "event_id": "9971d430-f302-4db1-a8d3-04738082b391", "user_data": "elizabethmartinez" } }, { "similarity": 0.742788447347781, "face": { "face_id": "46e1d2c7-445b-495e-8b46-a67f662e66ca", "external_id": "KUFpvGAECMdviFcGKkEK", "attribute_id": "7fbc47a2-2e0d-4422-9deb-0e3a67c36cc6", "create_time": "2016-01-09T00:48:54.994446", "lists": [ "9943e603-9029-4668-982c-98d26b81f850", "e7e1d722-653b-4fca-aee9-efef1ffa3566", "b5a6a71a-a7df-40de-aca5-fb465761e53e" ], "avatar": "http://www.hall-lopez.biz/", "event_id": "1e76bd62-5610-4177-9841-35365d08a033", "user_data": "srobinson" } } ], "list_info": { "list_id": "fc8e895d-eb24-4b51-b35a-fd9cf23b564f", "user_data": "227 Butler Mews" } }
- 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": "4b81550b-a894-4c63-a127-7f4a4556fae7", "Luna-Request-Id": "iDcZCGEbEqMnEQmOhFcM", "events": [ { "samples": [ "66b327bf-accb-420d-9fe6-dc2b25251ed6", "6377686b-dd3c-4b64-bb19-794c8725173c", "d2e157b2-1862-40b1-a137-c96291629530" ], "attributes": { "url": "https://wyatt-berry.org/", "attribute_id": "22bd5e91-dc88-4594-9c16-ed931ba219fe", "score": 0.115086323873548, "basic_attributes": { "age": 59, "gender": 1, "ethnicities": { "estimations": { "asian": 0.804639199068202, "indian": 0.802905354907606, "caucasian": 0.348410855643852, "african": 0.8202875426104 }, "predominant_ethnicity": "african" } }, "samples": [ "1a2cb7a7-b2ed-462f-8cd7-3bd03a9fbfc5", "4b7cba81-7dde-455e-90ab-c5d35e001c77", "f9ed6ec7-d5f4-489d-846d-7bb4cacbea99" ] }, "source": "3751 Monica Roads", "tags": [ "MrtvcXYBfXpKbimAcYfg", "invFgZHCHXOOiGwIxPBO", "QkQUVYsokMbACeHUAaqy" ], "event_id": "c878e70e-933f-4d39-9641-81c006a893b1", "match": [ { "candidates": [ { "similarity": 0.977084356155411, "face": { "face_id": "4fefe428-e648-4a8d-ba32-9cb222a9ce38", "external_id": "NIleXAgEZMnqUVcXfLxk", "attribute_id": "148eb0a7-f2b8-4170-ab47-da44d4f31ffc", "create_time": "2009-01-13T00:32:24.603169", "lists": [ "10aec2fa-6e52-46a9-b1ec-8da821903e6f", "b979a73f-c818-4f50-89d9-759f4304cad8", "935140ac-2efb-44f2-bc5d-5bb1a8c2160c" ], "avatar": "http://long-cabrera.com/", "event_id": "6b9e37ac-b27a-4666-a111-4e2589e238dd", "user_data": "john61" } }, { "similarity": 0.200504990732113, "face": { "face_id": "4a996ce7-0e28-49bd-92b5-13d21db1f0da", "external_id": "fJbxYhpyhRfnsNSUntpD", "attribute_id": "149ad4a3-41f1-4496-a4a3-aae29d3e7780", "create_time": "1977-09-12T07:37:22.471780", "lists": [ "de4616ef-bb90-43a3-9cb5-40b3c35df4b1", "98bc680a-9929-4e6a-9309-bf008382ddf8", "0c24fcb3-21e1-4cee-97fa-f3d1c46feea3" ], "avatar": "https://dunn.com/", "event_id": "52b2f04a-dfdb-4103-a4ca-111ab95e0763", "user_data": "hsmith" } }, { "similarity": 0.485071897680374, "face": { "face_id": "90c7d6e7-cd67-4cca-8787-70dabad39a4c", "external_id": "ZkVtIQwvikKRxMYYUAnt", "attribute_id": "d60436ca-4940-4e61-a90b-d1b125ce8cd0", "create_time": "1991-02-15T01:23:01.137530", "lists": [ "0368f9a5-0067-4932-a7de-5fcb01a3019f", "7c3c7464-68f6-409c-98a8-28fff40ac29e", "a1606ba6-2736-4d3f-85e7-c191ecfe5d7e" ], "avatar": "https://www.gutierrez.org/", "event_id": "025f8e99-c844-48ff-bc1f-4a37b4f4f3ec", "user_data": "pweeks" } } ], "list_info": { "list_id": "d33e5b01-a1c4-4ce7-bc1e-8864e877c497", "user_data": "0252 Cobb Plaza Suite 454" } }, { "candidates": [ { "similarity": 0.897139196472156, "face": { "face_id": "8fbcabd7-1757-4b70-86ed-92386494e2f3", "external_id": "qIOMMfIUDZQKiMUZyAZA", "attribute_id": "cf4888bc-d38b-4ce1-8765-6d69d6df8719", "create_time": "1971-07-20T02:54:56.674026", "lists": [ "74d4a571-02ba-4be5-9a0c-52c247f503e2", "ec19e05a-ed7b-47f4-88c9-9a15a21bb50d", "8ae250d0-2517-4f16-b49f-5b8e51084d88" ], "avatar": "https://cochran-huff.info/", "event_id": "c755d9ee-d427-46a1-a38c-4b5ed3959dd9", "user_data": "lisa24" } }, { "similarity": 0.216127406548843, "face": { "face_id": "e8b393d6-a3be-4060-b14c-1e73cf7e9cd2", "external_id": "fUGhPHJOYylmgSHzHTmn", "attribute_id": "5ff84676-62cc-41fc-b176-62909d1fbbd8", "create_time": "2011-05-27T05:05:43.440914", "lists": [ "c42d94e7-ac08-4eb6-97c3-9b05df657133", "1f82d47b-e6a7-49b0-b245-dabfa065e879", "4766674b-a0dc-42ef-ba7d-5a6db5820900" ], "avatar": "http://www.smith-gross.com/", "event_id": "e62c202c-8942-432e-ae48-9dab0e89805c", "user_data": "zbooker" } }, { "similarity": 0.84467510563242, "face": { "face_id": "be2e2ae5-b53e-4c08-b11c-b21b97fde228", "external_id": "meYDZqRDrUnisGixdSWW", "attribute_id": "c84cbdbc-9620-45c1-887d-7dd6d738d5fb", "create_time": "1979-05-13T13:46:25.126890", "lists": [ "1f55b36f-735f-483f-a12f-6a1c8e1580ba", "b35f05a2-92a7-47bb-93d9-e2a2fb01559e", "39f2b13a-f25f-4b02-aa63-ee4a877b9a75" ], "avatar": "https://www.white.com/", "event_id": "3b8b3065-5fa2-4ad4-830f-3a2fe5f0ac21", "user_data": "latoyataylor" } } ], "list_info": { "list_id": "c049a8b2-cdfe-4183-bd9a-b3e34282e354", "user_data": "285 Matthew Parkway Apt. 702" } }, { "candidates": [ { "similarity": 0.349802224581142, "face": { "face_id": "dc361466-2ee9-485b-861c-b6937005768b", "external_id": "HUhOWOLZjQjfRRSsPCjy", "attribute_id": "c92d549b-d77c-4c17-a1d6-262730233ea3", "create_time": "2001-08-10T14:32:36.436557", "lists": [ "00259d68-5d55-4d11-8f6a-12567af0f3be", "68d178d4-c1b1-4a89-a6e3-6bcacb270c26", "2e0acc32-fa73-40ba-9b47-765c91e63086" ], "avatar": "http://www.turner.org/", "event_id": "425d1dc0-9bf7-4eb9-928d-9b707069f150", "user_data": "anthonydunlap" } }, { "similarity": 0.332616541350306, "face": { "face_id": "a59e5c76-ae4b-4460-81d3-e420a5a6634f", "external_id": "NmFLEaRFqkDgGNRvoWiV", "attribute_id": "46423787-7cf6-4fe8-b723-695a497d1f68", "create_time": "1987-03-07T00:41:19.391556", "lists": [ "270b0b40-b845-4b2e-8749-b953e4857842", "3dcea66f-8eb4-49b8-bcaa-c135ee445805", "a4db0bd7-9832-4398-a155-30a1a308e716" ], "avatar": "http://allen.com/", "event_id": "08219610-4e7c-44b5-b472-18e4564bc136", "user_data": "natasha66" } }, { "similarity": 0.829234018260911, "face": { "face_id": "06d5e0c9-15ca-4814-985a-3668283da933", "external_id": "NDbTJRAUIJGrWIDhSpGx", "attribute_id": "33105d42-0d1d-4d33-8f26-3034b0550b54", "create_time": "1978-01-28T09:36:54.322200", "lists": [ "6468d737-de88-4ba8-a46e-de52e90a58d9", "cc0c47b5-6b61-4732-a8c8-970a09404862", "2ee0cfa6-a9b3-4d1e-a866-3b92f42aa27f" ], "avatar": "https://glover.info/", "event_id": "34696210-942d-42e8-a54b-155cc980422a", "user_data": "waltergarcia" } } ], "list_info": { "list_id": "69b3cea8-8ea9-4031-abf1-75133652308d", "user_data": "6224 Alexis Terrace Apt. 841" } } ], "url": "https://marshall-murillo.com/", "face": { "face_id": "5e5c6260-e9fe-47f0-ab71-a3bc2fb23a97", "external_id": "TKjlCJjflfxHVjaItzSn", "attribute_id": "5dd550a5-b2d1-42d9-8436-17bc34c7f5f3", "create_time": "1988-01-13T19:15:52.347566", "lists": [ "e7063cfa-403a-4064-8054-b95082ee1fa3", "fef7fdaf-b485-4bca-97d6-7cf200de4416", "de656d06-823a-4098-b360-1946242ab072" ], "avatar": "https://www.lee.com/", "event_id": "70031bbd-9b3c-4d11-91ad-f31f18dc0b96", "user_data": "qmendez" }, "detections": [ { "filename": "NBtpycfUmDwHewmhAvdO", "sample": { "url": "http://www.cook.net/", "sample_id": "23e91d95-8dda-4ca5-ab2b-da8866e8fdf5", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.259822885775544, "dark": 0.597627225029009, "saturation": 0.733883760548588, "blurriness": 0.727910926577432 }, "rect": { "height": 46, "width": 4565, "x": 1906, "y": 6292 }, "landmarks5": [ [ 2811, 6976 ], [ 1292, 2750 ], [ 2249, 2888 ] ], "landmarks68": [ [ 1422, 7288 ], [ 987, 2604 ], [ 5342, 2823 ] ] } } }, { "filename": "GsGHTKKDDvSUprCyFgbf", "sample": { "url": "https://www.morgan.info/", "sample_id": "9f0a57cf-5895-48f1-8e19-9b7368e10964", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.258555320729506, "dark": 0.735000448043556, "saturation": 0.475529604975342, "blurriness": 0.21766336743362 }, "rect": { "height": 2227, "width": 715, "x": 6968, "y": 3097 }, "landmarks5": [ [ 2046, 5910 ], [ 7477, 9791 ], [ 3948, 3399 ] ], "landmarks68": [ [ 8557, 9861 ], [ 5393, 1981 ], [ 1477, 1567 ] ] } } }, { "filename": "NYHqLGyevjrgcVHtpoLi", "sample": { "url": "https://www.henry.org/", "sample_id": "9325c623-f398-444f-b76e-55b6558f2cba", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.969828158702394, "dark": 0.879340778162263, "saturation": 0.715342107072097, "blurriness": 0.838204213040057 }, "rect": { "height": 8243, "width": 4437, "x": 961, "y": 5146 }, "landmarks5": [ [ 1423, 5475 ], [ 5136, 4847 ], [ 7171, 6568 ] ], "landmarks68": [ [ 1092, 8864 ], [ 4598, 8955 ], [ 6883, 1407 ] ] } } } ] }, { "samples": [ "82d0cddf-1097-4984-a310-82fabbf7ce06", "ca5ecbab-4da9-4c8d-8e9d-469066026769", 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