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": 50, "gender": 0, "ethnicities": { "estimations": { "asian": 0.535672286789458, "indian": 0.15493640888011, "caucasian": 0.104824321572281, "african": 0.350270055301316 }, "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.pacheco.com/", "attribute_id": "7c1233f0-8760-444a-9889-911e62958bad", "score": 0.778165100705375, "basic_attributes": { "age": 43, "gender": 0, "ethnicities": { "estimations": { "asian": 0.796517669297598, "indian": 0.815716463810823, "caucasian": 0.809770531606499, "african": 0.634464162173985 }, "predominant_ethnicity": "african" } }, "samples": [ "b1d9913b-c0c2-4ebb-ba86-2d026d79d8cb", "0bce7c52-604a-4e42-9085-66969cb5ec98", "90a0e206-1fe3-42aa-9304-c65214770eaf" ] }
- 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": "cf4220fa-d3ef-4e56-a9c3-adb3a2ba85cf", "external_id": "WgUEUiNhxItXfutfRLYx", "attribute_id": "1394ec2d-9954-49b1-b5a3-8949f2bb4352", "create_time": "1996-03-08T09:59:37.706062", "lists": [ "3cc9d91f-f162-4c72-85f9-70960a9f492a", "a4401eae-59c0-4ac6-9d3c-0edc55b7a8b9", "7ce2db7f-1fa8-4e99-95a0-6991869483ad" ], "avatar": "https://stevens.com/", "event_id": "362ac624-fecd-4b4d-bcd2-7f962e3cf276", "user_data": "lindalambert" }
- 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": "0716c04a-d95a-4388-9906-9a57c96a5d56", "user_data": "1585 Berry Orchard Suite 990" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.863319292400476, "face": { "face_id": "54de07d7-0fa3-4c33-b422-46fd23f49f4b", "external_id": "EwhHJMKEyjUsyuDbxpew", "attribute_id": "ed0bdff7-9780-46a2-ab2e-8c8f94eb231f", "create_time": "2009-12-28T23:57:15.689763", "lists": [ "ba4f44e4-46c9-44d1-af11-fb14974e7a34", "9034c22d-660e-4f39-9573-73ea30afd12b", "d2788dc3-d3c4-447d-b75e-98ec9a11594e" ], "avatar": "https://www.knapp-valencia.com/", "event_id": "33154ac2-6547-4c26-afa1-3fda82dde1d9", "user_data": "marcus62" } }
- 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": 0.136768657500978, "face": { "face_id": "d7e4a933-07b9-4b11-90b4-e62f7fec0887", "external_id": "nJziTKVazXVBYEtmcfMS", "attribute_id": "0edff49d-a989-451d-aaf3-7a1e0bcd31bd", "create_time": "2010-07-15T05:51:32.258607", "lists": [ "bb5e0ab2-e067-4cb4-bce3-f9d875c13a4c", "151f6e34-e81b-4d9b-8dd0-e2b58ff8f920", "7d0e99d2-e5ea-4bc8-9d2b-862bc491b314" ], "avatar": "https://www.brooks.info/", "event_id": "11e4dfd9-27b7-4757-bf09-a32f02e83378", "user_data": "lindamitchell" } }, { "similarity": 0.532051151580093, "face": { "face_id": "5fc6a4d6-e927-4758-a105-a2f6b55cee1d", "external_id": "GPmlDdaaZbyaDlVFHKEk", "attribute_id": "0b45c58f-daa8-4466-8d82-284b4ac9be6a", "create_time": "2013-09-16T13:00:14.864665", "lists": [ "66cd3dcd-41fd-43fb-9a04-887575f385ad", "ad6b890e-458b-4f5b-a2df-4c527446aefe", "0a336ec0-ddd0-4442-9a57-26c27990de02" ], "avatar": "https://www.barron.com/", "event_id": "e1b1a942-b8d8-4b4e-8e81-609ccf5525d5", "user_data": "justingray" } }, { "similarity": 0.735380762698905, "face": { "face_id": "1eb55cbd-33a9-48b1-9a91-c4b062206678", "external_id": "FhwKHKglRaISPzcAtaQm", "attribute_id": "58f176d8-4922-407e-9571-fd15997a33d5", "create_time": "1979-06-21T03:58:50.860609", "lists": [ "ffdfae93-d9f1-4fd9-93b8-6c9f368c7f52", "474dda37-c66f-4f91-b961-d8f3cc2dd11a", "2634ff61-fdd7-4762-9817-7df6aaafc5e5" ], "avatar": "https://www.farrell.com/", "event_id": "d17bb370-bb9a-4d31-a2a2-8271dbfbb343", "user_data": "howellbrittney" } } ], "list_info": { "list_id": "31fa6cfb-616d-48d1-a7e6-d04d9be292ad", "user_data": "31011 Gray Throughway Suite 740" } }
- 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": "65e5d240-773d-465f-bf81-928eb0dae9a8", "Luna-Request-Id": "SbvVGtDTkDxKRKVovDSY", "events": [ { "samples": [ "8e41169b-33f1-4d16-82df-e8245e82bdf0", "338337c3-9211-423e-8d72-d378249c32fd", "7d2f50b9-6246-4102-b2a9-0ad107373156" ], "attributes": { "url": "https://miller.biz/", "attribute_id": "c4de0b7e-afad-4b96-9903-be99a0c4e875", "score": 0.360344910007982, "basic_attributes": { "age": 20, "gender": 0, "ethnicities": { "estimations": { "asian": 0.73195349563527, "indian": 0.172036107825316, "caucasian": 0.9722988972232, "african": 0.900616102447257 }, "predominant_ethnicity": "african" } }, "samples": [ "6044454c-685f-4860-8ee7-749989100839", "66447749-c237-45bf-8afa-58fa0d9494cd", "ceb8a0c9-3276-449e-86c4-d239bbdd1754" ] }, "source": "481 Jackson Coves", "tags": [ "xyAgKxmZzHsCBcNvxpyw", "hHtpMoQmxQAmwAaGMfhF", "BaBjMPSgcPnChCzTNrjI" ], "event_id": "8e8f6271-a75c-4738-ab9f-01c2c5524aae", "match": [ { "candidates": [ { "similarity": 0.11127987920252, "face": { "face_id": "398cc374-ac48-4467-8768-344a2485bc37", "external_id": "shhToQhWMmapdAFGcEvd", "attribute_id": "a4787cff-9f20-4fb8-a277-21620a0de34d", "create_time": "1997-04-29T10:16:33.825500", "lists": [ "c2b679f1-ec57-45ff-97a6-8d2253632d03", "81b24a0f-8421-41f9-9d62-9ce695eafd42", "49abcfca-cd07-4562-a33b-2b9e0e095712" ], "avatar": "http://www.sanchez.biz/", "event_id": "0c071e6f-c55d-4e5a-917a-d764d0e28529", "user_data": "thompsontammy" } }, { "similarity": 0.433418882428104, "face": { "face_id": "9336249f-23e2-4d7b-8662-aea29f9bb8fa", "external_id": "FjfmBylVjRBnTPQhPVyb", "attribute_id": "e3e3a007-1fed-4dc0-be93-45cd478b5dcf", "create_time": "1979-07-25T12:46:03.991478", "lists": [ "46c23a51-753f-4065-bbe7-12e4d2635305", "0babce85-f1e6-4f07-9b5d-fadd6da20e8b", "d95e2a52-2bb4-43da-aeda-77583049c6fd" ], "avatar": "http://pace-pratt.com/", "event_id": "09b03a01-2cbb-4e2c-be12-54d21e09a639", "user_data": "linda65" } }, { "similarity": 0.745173741192247, "face": { "face_id": "22b28a8d-dc8e-4542-97ce-815aa0263197", "external_id": "cUMZQGEhrYGqFWtgJKhb", "attribute_id": "43e47969-b5c5-4595-bc5f-1b0681fb3b17", "create_time": "2017-10-23T23:08:46.514453", "lists": [ "4453e334-1c85-4594-93e3-87967c094339", "d0d5f48a-368f-4c68-8871-c90fa34e68eb", "fa91cbf0-5c7a-4aaa-9dd1-daf4f952536b" ], "avatar": "https://holmes-davis.com/", "event_id": "d66a0059-fa97-4ca6-a173-91f41343b2b1", "user_data": "timothy56" } } ], "list_info": { "list_id": "e243fb90-0970-4e42-aade-f669fc149ccc", "user_data": "00372 Patterson Fort Apt. 370" } }, { "candidates": [ { "similarity": 0.500574256851419, "face": { "face_id": "1d80e22c-43bf-4e7c-9934-8afebeff609c", "external_id": "ErtFWOLQHtFHohEDgmNv", "attribute_id": "3d0cf5f5-8805-4621-a29f-5e015cd0a087", "create_time": "1992-09-28T07:01:47.164484", "lists": [ "a8476253-dfb8-40d4-97a7-e3c6cb923000", "27e58725-3e9a-49ef-92c5-ce780167b620", "bf5087b2-95ac-440b-b507-759eefce96e0" ], "avatar": "https://www.walton-roman.net/", "event_id": "3d3b4bf4-8be4-41bd-a369-3e2f8a1a359e", "user_data": "urussell" } }, { "similarity": 0.962845077820723, "face": { "face_id": "c6621736-1959-4eb0-a23b-1a82a35b4ceb", "external_id": "WycNfVKWvsajtoyGJBIm", "attribute_id": "dde5bb79-3f79-4df0-ae68-629a136834c9", "create_time": "2010-06-04T15:20:44.232582", "lists": [ "86d230dd-0f69-4baf-8f04-9818b039a30f", "0c71552c-4b17-404d-bf8e-9c143375e627", "52fa2a4d-c8d5-498b-85cf-b37935d8acc3" ], "avatar": "https://day.com/", "event_id": "773e02cc-ad0c-409f-b9eb-925ff3efe7d5", "user_data": "debbiehernandez" } }, { "similarity": 0.129887989627143, "face": { "face_id": "649c15e9-248a-421b-bceb-3d425668d658", "external_id": "OhoBTwvjqQfLKrRWimJk", "attribute_id": "12aa7a70-3efc-40ee-a5ff-aa12accf4fe1", "create_time": "2004-03-18T06:06:46.224035", "lists": [ "ecca0ee1-101d-4612-a198-3a0f6e3a6881", "1f0fdfbf-ebb5-4d8b-8c4f-639590f91403", "743ee891-ed03-4966-891c-92e768303ba8" ], "avatar": "http://www.holt.org/", "event_id": "513306f7-2304-4d48-ba8e-8d94b8947208", "user_data": "dennis37" } } ], "list_info": { "list_id": "40015a10-b3fb-40b2-b97b-f78f22adee1c", "user_data": "294 Murphy Loop Apt. 847" } }, { "candidates": [ { "similarity": 0.541677757150952, "face": { "face_id": "da42338f-dee3-4fbd-a69c-6fb8bd4d659c", "external_id": "NMzTGVIgOqDUSoLHtRbA", "attribute_id": "b444f609-a263-4ecf-bb44-74aedbd80c3d", "create_time": "1974-09-16T17:08:24.294489", "lists": [ "ac1e6a9a-3d3c-4186-ab07-a14ec93f0650", "ce2d6049-093f-4e8a-afb7-b5e2630952ca", "c336dcd3-6f46-4ca3-bd3b-7b7f5f970a90" ], "avatar": "https://smith-thomas.info/", "event_id": "94dee11c-e572-4879-99f2-e885e52c3b86", "user_data": "michael71" } }, { "similarity": 0.168063666394472, "face": { "face_id": "c4cdc092-60d2-4400-89b9-21a628b93cc0", "external_id": "uuEOQfteDajqDEKsvWQH", "attribute_id": "06e40969-ee51-47f1-a087-6a233759a9fc", "create_time": "1976-03-30T14:36:58.094043", "lists": [ "a6708e37-6cd9-49f0-8347-1948b6aab5a8", "8408db38-b620-4d09-9bca-e579abe1cc6b", "46c1163d-d3bb-47b1-b547-8c623fdea55d" ], "avatar": "http://dominguez.biz/", "event_id": "aa6ba0ba-4697-4b4d-a6c1-b76ed80bd734", "user_data": "ann83" } }, { "similarity": 0.968359354651994, "face": { "face_id": "09342a25-f8ef-4e21-9718-72287436c5cd", "external_id": "oITYSzKfurrUaqdfqUpm", "attribute_id": "a85772d8-f9c4-40cd-835e-6474e246b085", "create_time": "1973-07-03T18:03:28.907399", "lists": [ "9f916ef5-4e03-4baf-aec5-97fad5717255", "7163b68a-b6db-44c0-a75e-a61ec0b76762", "3f17211f-ffc9-46b4-9f37-50f6afa21727" ], "avatar": "https://rodriguez-larson.net/", "event_id": "aba913eb-d899-4cba-850f-6cc047566e15", "user_data": "chapmankevin" } } ], "list_info": { "list_id": "353bc6e3-b14b-4ded-8bbc-f09864f0fd52", "user_data": "64066 Preston Corners Suite 879" } } ], "url": "https://moore.com/", "face": { "face_id": "8ed34fbd-1458-426f-9978-3086e00bc701", "external_id": "LkPytBoldSRenzvAaKuY", "attribute_id": "e27a2679-c196-4f77-88a8-3bbbdbf6fcfa", "create_time": "2009-01-29T21:17:16.964640", "lists": [ "b3195710-8d8f-4e8e-8722-5d712189b322", "1796a156-5b01-4ddc-b880-9bb07234df2e", "0003db72-a3d1-4500-8734-7ecacef1999f" ], "avatar": "http://www.lozano.info/", "event_id": "ae3ad2dc-11fc-4f75-90b5-2d426a276e42", "user_data": "cooperdenise" }, "detections": [ { "filename": "FNwlbtByOCwgWSCYtGvt", "sample": { "url": "https://www.fitzgerald.info/", "sample_id": "c996bb3f-6d67-4655-a605-f3a34ea433d1", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.23063737589158, "dark": 0.245911091366411, "saturation": 0.564858240442746, "blurriness": 0.927007040096138 }, "rect": { "height": 9822, "width": 4102, "x": 1730, "y": 5536 }, "landmarks5": [ [ 9123, 9457 ], [ 7869, 7785 ], [ 9915, 4738 ] ], "landmarks68": [ [ 2824, 9759 ], [ 4867, 445 ], [ 7198, 3218 ] ] } } }, { "filename": "jAUClzJxhcTKXSwSxRjy", "sample": { "url": "https://baker.biz/", "sample_id": "51001ecc-2c22-4ea2-8e6e-fdefd49c923d", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.196121494864434, "dark": 0.136725017321603, "saturation": 0.530411989031767, "blurriness": 0.20589776574834 }, "rect": { "height": 4031, "width": 6635, "x": 8420, "y": 1205 }, "landmarks5": [ [ 6902, 7806 ], [ 2593, 4591 ], [ 1721, 1003 ] ], "landmarks68": [ [ 3007, 3011 ], [ 289, 910 ], [ 7773, 3332 ] ] } } }, { "filename": "KhQDeexKPQBfeQIDsZxD", "sample": { "url": "http://www.jackson.com/", "sample_id": "b3103ca7-45ce-4060-a587-a309b1146395", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.39256423614145, "dark": 0.859057152283328, "saturation": 0.506724076708362, "blurriness": 0.774390882614329 }, "rect": { "height": 1817, "width": 8039, "x": 3213, "y": 4910 }, "landmarks5": [ [ 4905, 2854 ], [ 5568, 2241 ], [ 9222, 8538 ] ], "landmarks68": [ [ 2575, 6243 ], [ 522, 4557 ], [ 9815, 5211 ] ] } } } ] }, { "samples": [ "5a807494-ad44-4897-9c64-eb62c1e00cd3", 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