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": 27, "gender": 1, "ethnicities": { "estimations": { "asian": 0.888679021496991, "indian": 0.637388693953566, "caucasian": 0.736884149508882, "african": 0.58690134329345 }, "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://www.mejia-atkins.org/", "attribute_id": "ba48aec1-4563-42f8-894d-579a2b11581f", "score": 0.753271911668935, "basic_attributes": { "age": 31, "gender": 0, "ethnicities": { "estimations": { "asian": 0.156313639602701, "indian": 0.790143727502429, "caucasian": 0.253027341519526, "african": 0.578955234968337 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "d7f8eff9-2f5e-4b93-9d8b-692860c227d3", "4d840958-87d4-4776-a372-5f015c457ca1", "ff8a73d1-fb53-4131-a050-30ca92975650" ] }
- 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": "f063f308-b926-496e-8d64-57afcc0e1d5c", "external_id": "tMjRNpsMjoVjQqbVFgjw", "attribute_id": "ad0e52de-69b5-4377-b1f1-5ca0fcb15be8", "create_time": "1995-05-25T07:51:59.494241", "lists": [ "8c440036-9506-46e9-aed8-64ebf9ea9696", "a124362b-39dd-46f6-be17-0fb28d13fc8d", "04bcd54c-41ea-40cf-8f77-30e1f975d356" ], "avatar": "http://www.burns.com/", "event_id": "7b6898d4-3529-4038-8f0a-abf6b2bfaa70", "user_data": "elizabethwells" }
- 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": "f324ca89-4831-404a-934e-b448671c8bf4", "user_data": "3430 May Corner" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.675895530078455, "face": { "face_id": "168787c5-65db-4025-8b51-9037b41e5a35", "external_id": "jGYZXfvoXQzDBGeOzqBd", "attribute_id": "94fe8659-3b41-44cf-ae39-76b20526489e", "create_time": "2004-09-30T02:58:04.911559", "lists": [ "a3395309-d18e-4c93-aa2c-8245894d7ba7", "0b826e03-0057-4f4a-9e9d-98d5343e6f4a", "a3c4f4e6-edd0-4ab8-ba66-d630d0b21654" ], "avatar": "http://gray.org/", "event_id": "d65169c5-23d6-4ce0-bee2-bf004e6f5845", "user_data": "rebeccajacobs" } }
- 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": 0.993956272512874, "face": { "face_id": "2f518b49-dd8d-4efc-b8ce-8ab69e6df172", "external_id": "ztOqfgEhmugoNpMrbNLW", "attribute_id": "0b228e43-3ce2-46c2-8466-d77275698046", "create_time": "1983-01-25T18:23:38.555583", "lists": [ "0cad4012-6034-4da1-a94b-a4233add3f33", "a3890999-1ee5-4e4e-b7ec-cb5ef85528f7", "24ef568a-5c51-4efb-8248-22729b5ab7d6" ], "avatar": "https://sawyer-lucas.info/", "event_id": "26f31424-543c-4723-9ad8-02ca74f36ccc", "user_data": "arnoldrobin" } }, { "similarity": 0.979489232623149, "face": { "face_id": "e9a937ed-5d84-48b5-9d64-0b4a4b4f0630", "external_id": "hAZGHXuVSGZYuehLAUmZ", "attribute_id": "e7fcd706-e938-482e-a29b-5bc2fc2c27ef", "create_time": "1982-04-09T22:43:50.567877", "lists": [ "a04f4ee8-4c73-4a32-957b-f8ef354d16a2", "f0de18f0-b8fc-4ccb-9946-19d10853b6dc", "388030b4-ae81-4286-a7e2-b93bcab122e5" ], "avatar": "https://www.jarvis.com/", "event_id": "1f3e8fd9-c4a2-47e2-919e-55bf82764d6d", "user_data": "noah70" } }, { "similarity": 0.707472635113443, "face": { "face_id": "308dbba6-1329-43d5-87c4-b70f96c6b6f2", "external_id": "PcpUvzfqoRWFUciCfpUI", "attribute_id": "4b3e49bf-429d-431a-bb16-2f7ee9e848c5", "create_time": "1984-06-26T13:14:10.052426", "lists": [ "5e72c3e1-0d20-4ae7-8754-f8232f075c2c", "ece8cc22-c30f-4951-a800-35209e24668a", "22112506-b745-43ec-b41e-beccc705ecf8" ], "avatar": "http://www.anderson-foster.com/", "event_id": "c2af6197-64ea-4b1a-91f4-f3296eacacd6", "user_data": "davidwhite" } } ], "list_info": { "list_id": "319b666f-eabf-4b70-85f6-b3b0836fdcdf", "user_data": "400 Norris Wells" } }
- 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": "a44c8f4b-c17f-47fa-ac23-b47ce63c63f0", "Luna-Request-Id": "eVsxGpQozCtaTtjeYeSA", "events": [ { "samples": [ "6d94ac98-740f-4ca3-ad91-bdb398a549c0", "f4fa4c62-bae7-4c08-b9be-7bf80df9de22", "7bdf3333-853c-4a8a-9b8b-7a124c86ef7a" ], "attributes": { "url": "http://www.bush.com/", "attribute_id": "32a5688e-9360-432f-8d67-1559fff1a5b8", "score": 0.4495949756722, "basic_attributes": { "age": 98, "gender": 1, "ethnicities": { "estimations": { "asian": 0.930611251315506, "indian": 0.423482760155787, "caucasian": 0.465108899756654, "african": 0.354591790573451 }, "predominant_ethnicity": "indian" } }, "samples": [ "6a0f9bb8-13a9-45e0-a3c7-bd141f9badfe", "b6d7269f-2400-4659-b04f-00e23d2d36e1", "4be289b2-63e9-469e-a6ba-ed841e809e39" ] }, "source": "63301 Brandon Pike Suite 320", "tags": [ "qxiKMYdeLasQvVQAyKCp", "BMHHfMeOWSXzJQAKTQBW", "ighBArmObwmYALPJDtWd" ], "event_id": "22607a63-068a-46c4-89a5-dd3e14d55d69", "match": [ { "candidates": [ { "similarity": 0.593870250567864, "face": { "face_id": "e22f31f1-2b8d-46eb-9e21-ad4972087284", "external_id": "nHQPryweztqXvErIbEGq", "attribute_id": "d6903560-63f3-4568-9204-376daedfc275", "create_time": "2005-09-06T09:59:19.515760", "lists": [ "3f9e1340-af34-473d-906c-344ce4905c85", "41e2c6fb-4f5b-477d-8295-fb171f098fc6", "de049564-cdcc-4c87-bcd6-11f39bc2dd20" ], "avatar": "http://www.davis-lopez.biz/", "event_id": "7107eb57-07a6-4aab-9441-25908a07174a", "user_data": "jschmitt" } }, { "similarity": 0.490429379335562, "face": { "face_id": "f3d5befe-0803-4242-b274-4fdc88eef4cd", "external_id": "TkrzEMCHWHyFIfVhYrQF", "attribute_id": "3eab850c-5adb-4b2c-8a64-157e40ea5e54", "create_time": "1978-04-08T10:38:45.806191", "lists": [ "f12f670b-7f86-479b-bc85-d9dc597a2aa2", "8e8b1bc2-2979-45b7-838a-c36d9c16b6df", "627c69c1-5984-4d87-ae92-492775d69dd5" ], "avatar": "https://hall.com/", "event_id": "d98bd73e-9ef6-4419-94c3-3c1487f3eb12", "user_data": "gordonrobin" } }, { "similarity": 0.377634270625737, "face": { "face_id": "5e886147-06a3-45a8-869d-8eb9ecf5057d", "external_id": "JFTFhxwxQeyaDdZmQGjy", "attribute_id": "256ed854-2c16-4d05-8626-e3ba59c7831f", "create_time": "1988-09-09T12:27:12.389988", "lists": [ "5e6ed617-fef0-441b-9462-60d85f0a7636", "7c85d4d0-91d4-4ac1-a722-d1b4060bccf9", "02bd5133-7dd6-4a43-95bd-71044f6d74ef" ], "avatar": "http://www.caldwell-escobar.biz/", "event_id": "046c17ef-9578-4851-af9a-ab2a1ac91765", "user_data": "bryanjuarez" } } ], "list_info": { "list_id": "5a945add-5cf5-4488-8d02-f79ec4f02ebc", "user_data": "33952 Vickie Drive Suite 283" } }, { "candidates": [ { "similarity": 0.924315038943584, "face": { "face_id": "575b8a39-8d35-44fb-8811-cb8b1a489825", "external_id": "YYbFJtfNNyFOxqUrfcOV", "attribute_id": "a0c3268c-580b-4dec-aa26-f23e1f552168", "create_time": "2020-01-10T01:02:14.208912", "lists": [ "5058286f-e8b0-4fc6-a555-7341ba0b888b", "be584291-8d00-4fe1-96b9-3f712e9b076b", "3e417a5f-cce9-4f80-b88c-7d99d4ecc197" ], "avatar": "http://www.brewer.net/", "event_id": "53d7366d-b122-45c7-b5e9-0a96e04f2ca0", "user_data": "richard50" } }, { "similarity": 0.253785287780701, "face": { "face_id": "be4c0e22-9339-476d-b021-943e915fe194", "external_id": "ViWSetWLudYSkjbYDGTe", "attribute_id": "a22498f5-0516-4e89-91e6-2432bfe46284", "create_time": "1997-10-11T20:33:44.818526", "lists": [ "aed2a401-ba2a-4be4-8a9b-5a67562fd9ca", "a2ce11a2-7365-48f9-8c12-a0f0e75ca24a", "c160388e-580d-4bf8-96ae-36c975b078a7" ], "avatar": "http://lopez.org/", "event_id": "5fe0b406-b119-477a-a79b-d74711f0316e", "user_data": "kingkatrina" } }, { "similarity": 0.372490100569817, "face": { "face_id": "83d807ff-3ebb-458c-9b1f-120dff416a09", "external_id": "UfVoZgtKlYsJNQKsPxVG", "attribute_id": "60bcefd2-6261-4bf2-ac86-b37e5232738d", "create_time": "2020-12-18T09:00:18.992249", "lists": [ "087c06a2-5196-4dd1-a53f-5cf18fbf6db3", "b988e17c-4164-40c2-ac43-4c920baf571d", "c62e41a9-ff46-4976-854d-f0be5003c3bd" ], "avatar": "https://www.phillips-moore.com/", "event_id": "2c8bb1f6-30db-4237-ae91-fc357f7a8096", "user_data": "hmoore" } } ], "list_info": { "list_id": "54cbbf05-3a6a-4cb0-a12b-4531f14e13d4", "user_data": "0307 Kirby Manor Apt. 341" } }, { "candidates": [ { "similarity": 0.79390494673761, "face": { "face_id": "701fa120-c308-49c7-b8fc-107a8f0dcfbc", "external_id": "qjtGWtpjGxCcSJOPWyqQ", "attribute_id": "6e345307-0a4f-48a6-aa84-3ccaf180c410", "create_time": "1973-06-08T00:47:45.199513", "lists": [ "43c4fc84-d6a0-45b9-ac14-378c22acf6fd", "e936cb29-e3c9-403d-b395-910a63bfc78f", "b49d3898-5cb2-4b8c-8a9f-b5fc3145972f" ], "avatar": "http://www.carter.com/", "event_id": "07e6395b-9cfc-488c-9f1e-7483049f5a61", "user_data": "leonardpaul" } }, { "similarity": 0.36183907521961, "face": { "face_id": "72242982-707e-4950-9edf-fe9e69cb6828", "external_id": "OBztSpJzMwaVBlAUsNHX", "attribute_id": "2a774130-ab0c-44c2-9570-dff63f984867", "create_time": "2011-11-25T01:31:50.433967", "lists": [ "961140f6-da3a-4387-965d-e8025f3f2b88", "63fa4752-4915-450b-a807-27d2039c1b6f", "2e5d13e3-753b-4024-b0ed-bcd9cab77732" ], "avatar": "https://www.durham.org/", "event_id": "29509ec9-4fa7-4484-aa55-45b4c91c777c", "user_data": "kayla71" } }, { "similarity": 0.406801953507044, "face": { "face_id": "ffc6b7ae-2f02-4908-992b-3d17b595cbdf", "external_id": "VaqAuzUMucWgNsFkRCuu", "attribute_id": "76cfb3d1-787a-46c2-839d-ba11940f8858", "create_time": "1973-12-12T17:22:02.830026", "lists": [ "e84c9a2c-bbbe-48fe-9d3c-9709c33f4ba7", "9fb609ae-1c8c-4646-ba19-c29be5b80308", "87136bd5-bdf2-4b23-a780-d286fdce1854" ], "avatar": "https://www.hernandez-perkins.biz/", "event_id": "7134d4bf-b99b-484b-8c64-7cbeee60e3e9", "user_data": "gary59" } } ], "list_info": { "list_id": "c8bd8aaa-eeff-47b5-abe0-7c92e6e8e417", "user_data": "730 Hoffman Mountain" } } ], "url": "https://www.brown.com/", "face": { "face_id": "5f5459a2-9470-49a4-8e76-340fba01f026", "external_id": "FxSqZVADiQiQQlcdntYX", "attribute_id": "cb63b074-5c7a-457e-96ac-bbe82a867ea2", "create_time": "1999-07-02T03:53:38.886788", "lists": [ "fbf76d49-7773-477e-b5d2-a6d94f2d691f", "1437936e-d1b6-45f2-80e6-8f9d0c8e6d46", "3dd205f0-8a60-48aa-9c94-f5d1c51d9a6a" ], "avatar": "http://griffin.com/", "event_id": "5935c047-89e2-4eec-82b5-c85dc5a31eef", "user_data": "moorejeremy" }, "detections": [ { "filename": "PmjuZVKcDqJsCIJHENUJ", "sample": { "url": "http://www.jones-franco.com/", "sample_id": "2d6a9c39-5a84-44e6-b505-6621654396de", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.381108392119666, "dark": 0.929900978938226, "saturation": 0.695251102260759, "blurriness": 0.809539726445408 }, "rect": { "height": 5847, "width": 3860, "x": 6757, "y": 8078 }, "landmarks5": [ [ 9359, 2421 ], [ 7157, 9836 ], [ 1794, 567 ] ], "landmarks68": [ [ 7296, 1850 ], [ 5877, 4033 ], [ 1932, 8094 ] ] } } }, { "filename": "nSmbvYJdfMoWmUtIlwdi", "sample": { "url": "http://www.murray-mcbride.com/", "sample_id": "b650237b-5b41-4f38-a18b-14c036d5b6b9", 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