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": 26, "gender": 0, "ethnicities": { "estimations": { "asian": 0.279897116685747, "indian": 0.71580719025518, "caucasian": 0.524243626942795, "african": 0.293094692905052 }, "predominant_ethnicity": "african" } }
- 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://vazquez.com/", "attribute_id": "f67310c5-abf8-425c-90e9-8285196ff51e", "score": 0.306024420670285, "basic_attributes": { "age": 82, "gender": 1, "ethnicities": { "estimations": { "asian": 0.681537896834111, "indian": 0.218547187519386, "caucasian": 0.725932452108328, "african": 0.419776685410816 }, "predominant_ethnicity": "asian" } }, "samples": [ "edb65104-491b-43ba-931e-ff34c5f4c9e4", "87c610de-8a98-4989-98ef-b206a2394707", "19b57af4-4533-45c4-a744-fb1b0cd734dd" ] }
- 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": "65869d31-14d8-4c92-92e9-a938af2a0051", "external_id": "fexrFNArfRqdPMuXBAYa", "attribute_id": "d4fd22b0-0f75-483a-be7f-5d896c37b6c2", "create_time": "1970-05-13T08:44:29.686311", "lists": [ "b59db536-7fd4-4771-8076-9399185e5dd1", "6315854f-d836-4f69-b87a-1df013228f4c", "6f7128db-40ea-47b6-86b1-5c99106e9f74" ], "avatar": "https://www.carter.com/", "event_id": "977a7877-2c66-4eab-93f7-db4da5fa0337", "user_data": "huntermontes" }
- 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": "efad00ee-f139-4992-8b53-7922cc2146a7", "user_data": "561 Brown Hills Apt. 790" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.30923458907164, "face": { "face_id": "c0293bc1-ec2e-4299-ae92-66f1bc135016", "external_id": "rvLNFshKMmPokrvkOrvv", "attribute_id": "e89f288d-2238-45e2-a18e-1e885ba20003", "create_time": "2010-07-09T02:04:59.410240", "lists": [ "46905713-6b53-4cfc-a4c1-1820d3d27a34", "c22ac724-e9a0-4f99-aec9-ea0bcacf0cf2", "b5a28a8b-411c-460a-930d-0a96deb0cda4" ], "avatar": "https://washington-wells.com/", "event_id": "fe1fec64-b8e4-452c-b6dd-409a1faf92e5", "user_data": "kimberly45" } }
- 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": 0.52776721984062, "face": { "face_id": "8a83d88d-07fa-4326-9a03-c3480706b311", "external_id": "hhxhhJNFlskLORwmeOXp", "attribute_id": "f4005b28-be98-4cb5-91cc-f76cd7f95b24", "create_time": "2018-01-28T21:07:31.431988", "lists": [ "f9c0efbe-cdf5-42ad-af2d-d7a609d505dd", "43e13fc1-393b-440a-85a4-6e3fb6e32fd7", "d4434d5f-d5bf-43a3-a853-0e9b32e7513a" ], "avatar": "http://www.logan.com/", "event_id": "b2e2c815-1ec8-45ec-a84d-bd73cc5cc3a2", "user_data": "estone" } }, { "similarity": 0.175683669458592, "face": { "face_id": "77ac60f7-34e7-44bb-817d-cdb8bc921ccb", "external_id": "TbDrgMVEPfSojFPxUdAt", "attribute_id": "9909bc21-e7f4-4b0a-a467-a5898c453b69", "create_time": "1993-07-02T21:30:47.376685", "lists": [ "01c30716-141a-4fc1-bb2a-d80633bf6917", "0a325243-9308-4fc7-907c-ee325b8f30d1", "8c9abccf-baa2-48ce-b848-6deee80ca979" ], "avatar": "https://www.jones.com/", "event_id": "2443dc19-1c64-45fc-a2c6-47c57a69a132", "user_data": "dickersonlinda" } }, { "similarity": 0.667291455612877, "face": { "face_id": "3492c8ca-1b55-4f9c-879d-85c003943df8", "external_id": "ELroXamXNJvQEoqkiIsv", "attribute_id": "86a44556-4ac7-4566-b52f-8d0c7d92823a", "create_time": "1973-05-29T06:02:03.274718", "lists": [ "53638106-9f30-479c-814a-a0cc3a044148", "63251a57-8f4d-47f6-9d13-7093a5de9194", "56e54145-9822-46d6-bac8-5f59e7cbc257" ], "avatar": "http://williams.biz/", "event_id": "1f4c7cec-a01a-4e5e-bc85-fd1995fee535", "user_data": "coreyhobbs" } } ], "list_info": { "list_id": "a7691593-84bb-424b-b757-165882d6a140", "user_data": "7163 Gerald Dam" } }
- 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": "fc1e0b7e-7ca1-41a9-97bb-c67b5678ae24", "Luna-Request-Id": "lExJnopJemBrtNixfcnC", "events": [ { "samples": [ "b45fd787-9407-49f4-9204-5f2efa9c7cd4", "eabd4902-f71b-4c37-b9fb-720f4433ea95", "54c9019d-e629-4131-bdb4-50ff834c77c9" ], "attributes": { "url": "http://oliver.net/", "attribute_id": "9b5e885b-2797-4e94-996e-2cdb3a484d0a", "score": 0.240681025622621, "basic_attributes": { "age": 37, "gender": 1, "ethnicities": { "estimations": { "asian": 0.81386779839916, "indian": 0.273899457121677, "caucasian": 0.226825994387541, "african": 0.426329633643946 }, "predominant_ethnicity": "asian" } }, "samples": [ "f77e4eac-3263-4852-a207-0cb8162e3410", "daf80d18-68a4-4815-bd58-f20d7e714e4d", "b8ca2aba-418e-4c2a-8ee0-98025cbbab81" ] }, "source": "3801 White Ports", "tags": [ "DPOpmNquyPqVYwCLiRBg", "WzTmKkNYoaYhDCAmhXjE", "gOeGlCbmesciHyBbwLrX" ], "event_id": "1f0a61d0-b7d7-48e0-8463-892de4954285", "match": [ { "candidates": [ { "similarity": 0.901983635576142, "face": { "face_id": "5d5b0563-1859-4b56-8d86-744b42396e86", "external_id": "krdBOhlchdIFvjPbkvEz", "attribute_id": "29960bb5-17b1-40bb-a6e9-2f04e9ee9694", "create_time": "1976-10-06T18:28:26.334707", "lists": [ "0a249fe6-4647-463b-9be5-5efe400463ed", "68249b5a-eac5-4c53-9769-0e4f63f2965a", "ef5beb19-0524-4724-89d4-e11177663520" ], "avatar": "https://brooks-olson.info/", "event_id": "2de6a87f-e68a-41b2-b9a2-9f32ea21df6c", "user_data": "xmason" } }, { "similarity": 0.467950489604885, "face": { "face_id": "f27708f1-969c-4280-965c-b93b4d8936db", "external_id": "VOhBrkILlVdHWgOYIKEV", "attribute_id": "ae3af9a7-ef6e-4b64-bbc8-3b8070d7ad17", "create_time": "2009-05-01T15:07:06.857002", "lists": [ "caaa813a-3a43-4c3d-972e-7bd23a8355dd", "4ad16709-17f7-4c03-b515-174b69b434d4", "d61bb3dd-fa75-4ca3-89f1-5e87c996f710" ], "avatar": "https://moore-curtis.info/", "event_id": "08d9265d-213c-4003-b031-b1b53646151c", "user_data": "maciasmonica" } }, { "similarity": 0.732132229427344, "face": { "face_id": "e530a289-85bb-47ff-9e74-b093502c0a89", "external_id": "kCKrPwQcZsrvchJcylUG", "attribute_id": "40b38ff2-24bd-4fbe-b9fd-61f1aab0401e", "create_time": "1979-05-07T20:01:16.075976", "lists": [ "792eda3b-98ac-4113-8d34-fa4a80e24889", "07a175ad-a90e-49cc-8eaf-498f3be05c35", "3d53fbd8-7857-4bda-b26f-c3e9ca222d84" ], "avatar": "https://strickland-duran.biz/", "event_id": "6f94bb03-ca6a-4f07-92d2-1b87f6d0e906", "user_data": "tgonzalez" } } ], "list_info": { "list_id": "be9afd04-cc70-403e-be47-046ec4b5400e", "user_data": "9424 Sanchez Club Suite 803" } }, { "candidates": [ { "similarity": 0.103923556270635, "face": { "face_id": "d1f246f7-ef8a-412a-b374-7a59a4c22bc9", "external_id": "IAsccjsUUszRyFaBmgoO", "attribute_id": "5692b089-2403-4d4b-b4e0-c8bea5f8a6e7", "create_time": "1996-06-11T16:30:14.490597", "lists": [ "b4b96688-8adb-4d89-bb75-2e9590a7843a", "a2c26cf1-df32-4ac2-a03a-ab187bc21b35", "3582cba6-5b25-466d-b0d6-a1d894980638" ], "avatar": "http://www.phillips.com/", "event_id": "2899477e-f947-4cd9-b887-8825f7aaba1d", "user_data": "kristin58" } }, { "similarity": 0.509865500292543, "face": { "face_id": "eb90da93-2eb9-43df-b063-1d797a09cc1a", "external_id": "dHUyoVmrobqgtIZOBqWL", "attribute_id": "1244f507-bf86-4305-930f-f0523b22c2a2", "create_time": "1974-04-16T22:01:41.015065", "lists": [ "250620d2-2b78-4232-8703-c0283361b83a", "556d4433-7b0b-4956-92b4-a90e774d3613", "aac061dd-e5a2-45cf-9ab5-3627946e32ed" ], "avatar": "http://hernandez.net/", "event_id": "64e57247-cc59-4a8b-a9ef-b15780117b73", "user_data": "shart" } }, { "similarity": 0.2250658056081, "face": { "face_id": "a3c592f9-6fe9-4da7-8159-eff9bd6f2e27", "external_id": "CWhEOYkHAEvzArZCJYnV", "attribute_id": "5e16d6f5-89b1-404a-8b80-f9beeb98b92c", "create_time": "2004-12-05T08:45:36.996282", "lists": [ "f692219e-d988-436d-8d61-a0c7c69fd28f", "26bfb538-f29c-452f-806a-ad53d32d9f01", "01bc8549-1002-4ef8-aabd-9355225b43c3" ], "avatar": "http://campos.com/", "event_id": "aee4809e-d9ad-4620-904c-3079a0a60d44", "user_data": "cynthiawilson" } } ], "list_info": { "list_id": "163f3512-52c2-4066-9ca9-beb8c511dd75", "user_data": "921 Sarah Road Suite 640" } }, { "candidates": [ { "similarity": 0.575630920770135, "face": { "face_id": "f1dca8e7-9ab1-41c7-9e4c-bc219f1762cc", "external_id": "FBuQYAwOeAcjqAzVWxwW", "attribute_id": "7660cf0c-7851-4fc2-a1f2-6c83394c9ab0", "create_time": "2022-06-17T08:38:10.342395", "lists": [ "53f61c1b-ec43-4198-b081-900093da4917", "ef3fdab3-dbd7-4873-9bab-081d2e30d712", "a043fe13-a505-450f-ae24-f51f2c3c5c86" ], "avatar": "http://hoffman.com/", "event_id": "2f6c538f-3d08-4d71-911b-82bcc1899c4b", "user_data": "kimberlybowen" } }, { "similarity": 0.186721874926694, "face": { "face_id": "f3cd87ef-94ba-475e-a5f7-2a41e697806f", "external_id": "YdMuOVKCPeDrJWhIWlIu", "attribute_id": "0c7323f7-3ddd-4e2f-ab33-c0a033c2c7bb", "create_time": "2016-04-03T03:03:46.031693", "lists": [ "d96f0386-62db-4333-8262-4f60ebc276d8", "4b88bf8c-d082-40a4-abd0-48cbe6050908", "c57f6e44-c257-44fd-a63a-f3bf1311c9f8" ], "avatar": "https://brown.info/", "event_id": "3bcf9b3f-ea3c-4bbd-b74b-c2a30298570c", "user_data": "ncontreras" } }, { "similarity": 0.152599653456385, "face": { "face_id": "18569539-22aa-4255-b56b-2c57855d1d42", "external_id": "wuUQGaRvszKpDlNMwxyl", "attribute_id": "eb7b24ed-5f68-46ae-ab7b-4034d1da1520", "create_time": "2020-11-24T23:34:45.358998", "lists": [ "681135a5-d544-474e-b370-cf618bc4ac3d", "81c7479d-908e-4f7f-9eda-195317e897c7", "80146101-ac80-41bd-89b5-9440e2b6f2e2" ], "avatar": "http://cowan.com/", "event_id": "b48ba94d-b0ef-43a9-8c27-b9809393b12e", "user_data": "chadcarroll" } } ], "list_info": { "list_id": "b1cce97e-e01d-4a77-9571-a2cea28b9e90", "user_data": "138 Aguirre Viaduct" } } ], "url": "http://baker-le.com/", "face": { "face_id": "280f1c4c-1ea0-4541-b109-9ca82e79a76d", "external_id": "qKzQNJJQkVkuRhqslSbe", "attribute_id": "e501d8cb-1f5d-4839-9b9f-d10b1bc92ec3", "create_time": "1995-01-06T05:37:12.568828", "lists": [ "b219d7c2-e7d8-44e2-9538-9579d7d484bf", "5ad0a777-00b6-4666-8ac4-99426ce2aacb", "4c3f6c52-a25e-48f7-a527-b9d048ff51ac" ], "avatar": "https://hernandez-moss.com/", "event_id": "0e419842-92b5-4be7-bbd2-d7ad647f0e02", "user_data": "jasonmccarthy" }, "detections": [ { "filename": "bNLHYgEDHJHAvdNacFfS", "sample": { "url": "https://simon-andrews.com/", "sample_id": "8aa3d599-aba7-4f75-9d8c-4f89e7206585", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.314392940389951, "dark": 0.33206114462691, "saturation": 0.250629607961801, "blurriness": 0.582252039029559 }, "rect": { "height": 4816, "width": 8532, "x": 885, "y": 5568 }, "landmarks5": [ [ 6541, 9092 ], [ 6972, 1220 ], [ 5234, 8894 ] ], "landmarks68": [ [ 4221, 2 ], [ 7069, 4850 ], [ 7804, 101 ] ] } } }, { "filename": "tuuylHlaVWKNNZyfijac", "sample": { "url": "http://www.boyd.com/", "sample_id": "f0d435b7-2af4-432e-8a64-bb3c85d6b309", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.851957339991382, "dark": 0.95336564805648, "saturation": 0.75171854265645, "blurriness": 0.576963950233385 }, "rect": { "height": 8167, "width": 5740, "x": 3710, "y": 3427 }, "landmarks5": [ [ 218, 7373 ], [ 9158, 8382 ], [ 4887, 7194 ] ], "landmarks68": [ [ 4396, 4379 ], [ 5378, 7527 ], [ 4818, 5735 ] ] } } }, { "filename": "xotvMOpaZZvGuzsbMiwS", "sample": { "url": "https://martin.info/", "sample_id": "dc1afb2a-8655-40e7-ab37-9d430b9581b5", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.514204155039023, "dark": 0.589880712352479, "saturation": 0.153420335065802, "blurriness": 0.23839171475965 }, "rect": { "height": 9471, "width": 9001, "x": 701, "y": 2570 }, "landmarks5": [ [ 738, 2000 ], [ 2772, 7728 ], [ 7962, 54 ] ], "landmarks68": [ [ 8128, 1802 ], [ 1024, 8884 ], [ 1167, 1750 ] ] } } } ] }, { "samples": [ "b06462ff-8cfd-4647-ab98-538cadfdee5f", "a545c7ce-f844-465f-bc7f-b404a64fb4a1", 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