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": 0, "gender": 0, "ethnicities": { "estimations": { "asian": 0.678734932276702, "indian": 0.9860898592587, "caucasian": 0.349628671351871, "african": 0.932559714978307 }, "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.green.org/", "attribute_id": "9b4e1dfb-c9f9-474e-9c17-c45459ec83a2", "score": 0.626721874082444, "basic_attributes": { "age": 100, "gender": 0, "ethnicities": { "estimations": { "asian": 0.74443785491238, "indian": 0.223669337110934, "caucasian": 0.301421537147427, "african": 0.532767298905164 }, "predominant_ethnicity": "asian" } }, "samples": [ "b56d36de-ebb8-47a1-8501-aa815ea8717b", "caee4ae8-d5a8-4a3e-9efc-daf4ce443bfb", "ae5d05a7-ade6-4bdd-9ed6-71aeb5d1dbda" ] }
- 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": "a8c0aa55-c888-4182-9186-7ba38f94f667", "external_id": "BVrpaSYtcdHvYxBMsJyd", "attribute_id": "4d20f745-6501-40ed-bf7b-e331c52c55f3", "create_time": "2021-08-19T23:41:40.618213", "lists": [ "ff361815-71be-494e-9f47-bd58a961593e", "222add06-5d08-4453-b5a9-fde5465f422e", "6e0c118a-36dc-436c-9073-c91bdb42ab51" ], "avatar": "http://www.cortez.com/", "event_id": "14f13b70-8545-4fb7-aa26-953c0923cc79", "user_data": "jenniferdeleon" }
- 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": "db3e006f-7cfc-4577-b9e5-f772fa521991", "user_data": "429 Curtis Ford" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.850938244734596, "face": { "face_id": "1b5866c9-6b96-4b10-ae91-8fc94a0c2251", "external_id": "fdwVBvxbkRwsLOhnkmyE", "attribute_id": "34050c79-f51b-49c2-bc11-ef05f97479db", "create_time": "1977-04-29T16:15:02.484254", "lists": [ "e392ae23-d414-4e7c-93d0-4a42876a3bfb", "8e0d00f2-d273-4677-ae36-eb0b5db685e8", "11100e5e-fdbc-46c7-af08-c3be336abddb" ], "avatar": "https://www.ware-gutierrez.com/", "event_id": "f92f3048-a4a2-410b-9d9b-eaf8c006f9f7", "user_data": "michael24" } }
- 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": 0.960600444560561, "face": { "face_id": "7c60882d-e28a-43ab-83ff-e9f61203ece9", "external_id": "iQnnwUAYsbNLGMhdPcdV", "attribute_id": "ba641d25-b7ed-42b3-940b-73eb5dce3a86", "create_time": "1978-02-14T14:05:10.509057", "lists": [ "fd0b5946-834a-40c8-805f-ca52e5c44f13", "79cc6390-3783-47e5-ad7a-8d4229733e46", "18c49e9f-ba05-4e16-bf8c-2b3513a1fce5" ], "avatar": "http://smith.com/", "event_id": "3307d07e-22a8-4955-b4c7-fc3db83e6df4", "user_data": "molly31" } }, { "similarity": 0.778541272378429, "face": { "face_id": "357b10d4-553f-4e54-bd50-046b4a72d7a4", "external_id": "kBZFcdplJCduYXlRHTxv", "attribute_id": "6de773c7-146a-43a3-bd59-f34df4bda39e", "create_time": "2015-06-04T18:42:31.429197", "lists": [ "ff3e70b9-06c3-4d6b-9a0e-3ca82f391ce2", "72467451-fe1a-4aad-9c16-f9aad803ee98", "59e21d84-0abb-4e90-870c-042e5c79d986" ], "avatar": "https://rodriguez-mckee.com/", "event_id": "d23c1f55-7982-464a-9030-280db57d78b8", "user_data": "wandatran" } }, { "similarity": 0.915450051103162, "face": { "face_id": "2cb76a7b-a6bb-4cd9-b45d-8c6e21587d20", "external_id": "mJYUoauSxcUaETZtqMTg", "attribute_id": "6e8608d0-9911-47db-bb4b-a88a86516d9c", "create_time": "1985-01-20T19:59:47.149926", "lists": [ "ba519d25-32f8-4834-a0b4-8c6b4e8347ca", "506cbf1f-bb26-4656-9c3d-da611053b794", "142706b3-f606-4326-8c8e-f44d0c839013" ], "avatar": "https://www.lin.net/", "event_id": "35c4d37c-2aee-47cc-afef-ed67e4ee7e06", "user_data": "pmoran" } } ], "list_info": { "list_id": "871b380d-d9de-4cb0-8e41-68433266cf9c", "user_data": "669 John Fields Suite 036" } }
- 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": "eb9a53dd-72f1-407e-ab31-1031e141bfa1", "Luna-Request-Id": "pvtuycipRjwusWUiEDxt", "events": [ { "samples": [ "d4d73ab2-d675-4c80-b644-27ae9b2a72e1", "06d0c330-6b57-4c8c-9f83-b8ab577182a3", "57452550-b088-4bc8-aa28-adeb56b6d621" ], "attributes": { "url": "https://navarro-evans.net/", "attribute_id": "fb8d03f3-6dcf-46fa-a8c0-dacc97a614b3", "score": 0.474589715703338, "basic_attributes": { "age": 100, "gender": 1, "ethnicities": { "estimations": { "asian": 0.395450338353135, "indian": 0.304381525642231, "caucasian": 0.869318817997732, "african": 0.780956809168094 }, "predominant_ethnicity": "indian" } }, "samples": [ "879675e7-1ca6-4d09-9c1c-0b412a7a3c4d", "e2637893-1cba-47a5-ac5d-fcf309a5f562", "ef3984de-e19e-4a09-8d6b-e1f24464e56e" ] }, "source": "77041 Owens Drive Suite 320", "tags": [ "BpGFmXciYoXJSvtJWXMb", "sWiuxDgWAsFrjrYjkWZT", "rAhlIkuoXmnnEtciwiPD" ], "event_id": "cfc293e4-795c-4a11-92c3-f108dd044aa0", "match": [ { "candidates": [ { "similarity": 0.40616267314029, "face": { "face_id": "33a66515-38ee-4853-928c-f7370b07b68a", "external_id": "eonCTYqNKrMLtKbsMWis", "attribute_id": "3ff76f88-aece-4795-91f4-be6ef3d04f12", "create_time": "2007-07-27T05:36:37.337968", "lists": [ "2b9c3158-7505-4915-9e31-54e530452e96", "21e54e0a-126a-43d5-ad4a-e51f3725f627", "d9559ab6-a48e-43d1-9ba9-3d223ee4bc56" ], "avatar": "https://www.kelley.com/", "event_id": "4af17bcc-2c45-4115-95b3-4dfedd407022", "user_data": "vellis" } }, { "similarity": 0.192793398926885, "face": { "face_id": "64358092-547c-4bd3-ba04-316494e79915", "external_id": "ONrOYThAAefAYvqYRtGg", "attribute_id": "079b86ca-7b19-4a5f-a640-0ac33457cd43", "create_time": "1979-06-21T07:52:45.904871", "lists": [ "a0eef616-3208-43d9-a05a-07be069090ae", "275124aa-e600-4443-ac02-093e4385ab52", "df25b901-1d39-45d9-ac11-aa19e70b6acf" ], "avatar": "https://www.sullivan-williams.com/", "event_id": "6f233a20-f8e6-420c-a40b-27edbd617e2b", "user_data": "uvillegas" } }, { "similarity": 0.56323983069361, "face": { "face_id": "89c597e1-7377-4558-9e91-58df89e728bb", "external_id": "xLWkGLQLkXJGIwmGmtRW", "attribute_id": "6deed815-4ca3-4d7f-8864-ce8b407960f8", "create_time": "2012-06-22T08:53:40.501796", "lists": [ "3b9c6d79-b2df-4ba9-9916-7f0c324e0c55", "6cb895f2-e182-424b-864b-084e0720f2ec", "9bf4182e-a50d-4871-80d4-88c7a657f51c" ], "avatar": "http://lewis.com/", "event_id": "6818f6e0-8aff-43d6-8c2f-8f736afefbc5", "user_data": "torresbrian" } } ], "list_info": { "list_id": "dd9099f8-e8ee-42ef-a0db-2208afcd789d", "user_data": "99776 Cheryl Streets" } }, { "candidates": [ { "similarity": 0.7731745938889, "face": { "face_id": "11204d1f-6802-4a2c-aa00-2d256f141342", "external_id": "EvlUInFNUDaTyGcXUKth", "attribute_id": "50c1f6c2-a0ad-494d-b91b-be092fe1476a", "create_time": "2006-09-16T05:20:32.646538", "lists": [ "7d8fd446-d25d-4276-a146-654c9f17b966", "5323166e-4aa1-4e7c-8dba-6f0ef33a03cf", "57554704-de17-4c93-b63b-0b231023af4e" ], "avatar": "https://www.james.com/", "event_id": "37b60df8-01ef-4e68-a94f-fbdfd2b7de3e", "user_data": "andrea99" } }, { "similarity": 0.927391010812232, "face": { "face_id": "82b19d44-737b-431b-92c6-da9f9a1076a7", "external_id": "XvamLNZmbGaYqjFUxzyw", "attribute_id": "8edba5ca-d98a-444f-b83e-34e0d60a60ef", "create_time": "1998-11-13T22:10:49.695675", "lists": [ "acf60699-d525-4c19-8693-b6706500c306", "6ee66c85-762b-41f3-b71e-079311b03e5d", "11516e98-3a7f-44ea-8aa8-6d258af5f610" ], "avatar": "https://martinez.com/", "event_id": "795e9ae7-6347-42ff-9751-564cf6b47ab4", "user_data": "vlane" } }, { "similarity": 0.966905336580084, "face": { "face_id": "bd7a270e-2a3f-4324-8776-78839df36f94", "external_id": "wnpNdKyyHSnjjaZbkONY", "attribute_id": "332901ed-106e-405b-b0b1-49f5dc371075", "create_time": "2020-08-27T11:43:09.226568", "lists": [ "844ba9a1-43bd-4c43-8ff7-813387bc3c52", "3d75c787-08d7-447c-94dc-6a265fc609e3", "27d7b7b7-9ec7-4e23-883f-727369c351a4" ], "avatar": "https://ramirez-sanford.info/", "event_id": "4a28efa3-45b3-438b-ae4b-d9b5b903e5b7", "user_data": "tracey69" } } ], "list_info": { "list_id": "c4862f1a-f40d-406d-b1f2-1c6b1ea53640", "user_data": "939 Sullivan Rest" } }, { "candidates": [ { "similarity": 0.949082613091865, "face": { "face_id": "7748103d-9eab-4539-8e52-6eee62450844", "external_id": "NzlYGeWRCrPedXuoWoEM", "attribute_id": "d2cffa4c-0ae3-4da5-b3c4-d82566effeea", "create_time": "2002-03-06T09:58:02.324233", "lists": [ "77737a91-f908-471a-9fe3-f2dec62f0883", "6bfebf02-c32c-4fc3-a6ea-fac686b82fac", "ae26b37d-b2e2-49b7-8790-42e98c0c49a6" ], "avatar": "http://williams-richardson.biz/", "event_id": "e54a9d45-9d76-4f98-9a9e-1be185bcb5db", "user_data": "hopkinsjennifer" } }, { "similarity": 0.653299314454949, "face": { "face_id": "e47e26bc-073e-4d14-9220-4b94dfe71517", "external_id": "xEKMKlgpspjfiJGBmAli", "attribute_id": "149f6c5f-d235-4401-8ea5-bef9eddf13be", "create_time": "1970-07-26T04:48:47.247735", "lists": [ "ae4f6fce-878c-4ce9-b64b-02262f5d99be", "80c26f0f-dedd-4a3b-be76-816e11ec9c57", "3876a397-4681-4f42-9d16-43675d410454" ], "avatar": "http://perez.org/", "event_id": "5b627b3d-f190-401f-9831-0660dedbd90a", "user_data": "fosterkelli" } }, { "similarity": 0.937053379785183, "face": { "face_id": "ab894ee1-df1d-4e6e-ad2f-4ad29774db46", "external_id": "HegHNlkHSQgpinqJUKte", "attribute_id": "53f108c1-6419-4426-a225-5f16ef9bf2f1", "create_time": "2013-04-29T04:19:15.657481", "lists": [ "87345238-4b35-4db1-b955-986e85fab979", "55f8b762-e2fc-4fbd-9239-b9a4cd9b21b3", "97cbd79f-b463-49bd-b75f-ea4641d67d32" ], "avatar": "https://martin.com/", "event_id": "5c78e11e-845c-4daa-96cf-54f881709b37", "user_data": "joshuahoward" } } ], "list_info": { "list_id": "ec9f5cbb-f506-44be-8a39-e4e2a73f3cb9", "user_data": "59522 Smith Divide Apt. 434" } } ], "url": "http://mcdowell.info/", "face": { "face_id": "c05b5f7d-0eb6-46a2-af34-132f816547b3", "external_id": "FDEWtmxnGhLPcVqpfJTv", "attribute_id": "e7bdaea8-5ada-4d97-9719-d12b45e9e70d", "create_time": "1981-05-16T09:36:45.700775", "lists": [ "f5b298bf-94e1-47e5-a1a3-193a34a46184", "282324e7-2957-4d7a-af8c-1b19bae9cca3", "86a2f068-794c-43f3-8745-b209554e1c1c" ], "avatar": "https://www.mcconnell-ashley.com/", "event_id": "f16d2158-ab22-484a-9b31-8d919246060b", "user_data": "albertpage" }, "detections": [ { "filename": "dKUAdsAQLrSWrSvsFeGy", "sample": { "url": "http://dixon.org/", "sample_id": "6f05613e-f9ed-4248-8e20-7792ed735c25", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.247190112123486, "dark": 0.30816173383964, "saturation": 0.99247347703478, "blurriness": 0.837306854541115 }, "rect": { "height": 1553, "width": 7512, "x": 258, "y": 5273 }, "landmarks5": [ [ 6146, 8927 ], [ 723, 5098 ], [ 7370, 2839 ] ], "landmarks68": [ [ 3276, 9535 ], [ 505, 2577 ], [ 7606, 9211 ] ] } } }, { "filename": "hKiQfVdYQakDifMpAyTG", "sample": { "url": "http://stevenson.info/", "sample_id": "74e8ae19-ed3e-4d17-bada-18a78ee756c3", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.538793253835297, "dark": 0.97449012458214, "saturation": 0.535392802933538, "blurriness": 0.2638216875022 }, "rect": { "height": 1458, "width": 3667, "x": 5460, "y": 5818 }, "landmarks5": [ [ 5602, 7578 ], [ 2404, 2348 ], [ 4608, 474 ] ], "landmarks68": [ [ 2580, 6880 ], [ 4122, 8474 ], [ 848, 3638 ] ] } } }, { "filename": "niGNhGBbGgLZvsttbmln", "sample": { "url": "http://becker.com/", "sample_id": "f07f1036-476f-46a4-9cc1-9303aa3c93bb", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.183774361577751, "dark": 0.732411399565481, "saturation": 0.888948091729521, "blurriness": 0.482009298896534 }, "rect": { "height": 9273, "width": 8863, "x": 2298, "y": 7466 }, "landmarks5": [ [ 3370, 9123 ], [ 5537, 9311 ], [ 312, 9854 ] ], "landmarks68": [ [ 666, 8523 ], [ 6954, 1608 ], [ 6960, 1892 ] ] } } } ] }, { "samples": [ "55839d08-7fe1-42e9-8ea8-e1979fae80b6", 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