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": 17, "gender": 0, "ethnicities": { "estimations": { "asian": 0.313110524202459, "indian": 0.273758049373247, "caucasian": 0.625427750460325, "african": 0.28777648056232 }, "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": "https://www.parsons-hernandez.com/", "attribute_id": "947f4ec7-63b9-4088-ac29-43ca4166b41f", "score": 0.852242115616268, "basic_attributes": { "age": 98, "gender": 0, "ethnicities": { "estimations": { "asian": 0.189961424389162, "indian": 0.761162477293006, "caucasian": 0.987130235739191, "african": 0.480445795924089 }, "predominant_ethnicity": "african" } }, "samples": [ "6990109f-d59e-4951-a102-1d56e28dc0e4", "ca464158-add3-4980-9ba1-7ba9f67bbfad", "615a0ffd-ef1c-49e3-a5b7-75b97961e7d7" ] }
- 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": "b667fb48-084f-46e4-a4c8-aa08282869e3", "external_id": "dKDAIMefZPrBbRaQjTFG", "attribute_id": "fe3c896d-3557-4150-a737-ceda884c59af", "create_time": "1975-08-18T19:04:04.942101", "lists": [ "595f935d-f315-403c-ab56-8c7e9c19cfa2", "ad940475-b807-4a21-a32f-a8687d593382", "e3210be2-92ef-4552-b896-f16a6579c151" ], "avatar": "https://www.hicks.com/", "event_id": "598a6f8a-55b3-4bba-b462-dd16b3a5e536", "user_data": "richarddavis" }
- 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": "e47223b1-af61-4293-9287-8e0132393a69", "user_data": "944 Oneill Mountain Apt. 276" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.192956647703258, "face": { "face_id": "8cb0c58f-1c0b-4a1a-920b-f7a9079efc8e", "external_id": "MHHyxghvnyIasxVUMmEd", "attribute_id": "26e98154-a808-44c4-9efa-2a564a6c2ec5", "create_time": "2015-02-18T19:34:46.460877", "lists": [ "1b203d3f-b261-497e-ae6e-b9f0c9a74b57", "177eb806-43cc-4c2d-955c-18069a5af54c", "6428d171-7cbd-44d2-b755-119ed47c98d2" ], "avatar": "https://www.palmer.net/", "event_id": "015d057d-f845-46b2-bc87-ffcde54c1935", "user_data": "meganwalker" } }
- 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": 0.165037092436382, "face": { "face_id": "0665aa40-7397-4447-aa7c-c30860410e1f", "external_id": "nlDMaoyZOWALMLvGEYnl", "attribute_id": "17854b93-368f-4840-8d57-2428e445b672", "create_time": "1973-11-02T04:56:48.753002", "lists": [ "29b138c3-f0f9-40e8-9c23-bece24e76a21", "449ccb6d-c2b4-44c9-8731-577b39ea9cfa", "0adff158-a9ba-4a96-b307-b8d0e3503518" ], "avatar": "http://graham-valenzuela.com/", "event_id": "0836a989-2c52-4915-a999-b21a1167d650", "user_data": "michellejohnson" } }, { "similarity": 0.159331979283205, "face": { "face_id": "0c033ad7-79fa-4664-bfba-75087efa09b7", "external_id": "GjIThhCgoZOZktuUkcgU", "attribute_id": "d3fd8cd8-30af-4589-923c-e7ee7ec9249a", "create_time": "1991-03-31T04:46:07.384618", "lists": [ "7ccbcac1-1b3c-4587-9d61-ca3b646f5248", "bd0d5488-3496-4c11-a5b9-0a7c1cbdb838", "3e1195ca-2cca-4818-8524-90d35f196597" ], "avatar": "http://www.barber-sullivan.biz/", "event_id": "3aa2e4d2-661f-41f7-9523-502235b5b61c", "user_data": "collierclayton" } }, { "similarity": 0.339506971884992, "face": { "face_id": "8b16b40c-1efa-4719-8de6-5e9c5c7b40a9", "external_id": "QHmtaFOyuKJOSWPeXwjj", "attribute_id": "edbea1ad-e081-47a0-a789-1fa310b5fd4b", "create_time": "2005-03-21T07:22:59.787693", "lists": [ "6c76bab6-c541-40af-91d8-66b3242aff60", "1d66b7d2-1af6-40db-9df6-6bbc159f7fd9", "190b4f16-a3dd-49bc-8152-bcbaa63903bb" ], "avatar": "http://www.cox.com/", "event_id": "063fb3b9-5241-4b15-b041-0f269c70af03", "user_data": "dustinweaver" } } ], "list_info": { "list_id": "54a33fa1-7e99-4f14-9802-dfd24b4eaeb3", "user_data": "30620 Kim Curve Apt. 550" } }
- 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": "8e8135fa-3f08-4034-844d-4bca1f9a457a", "Luna-Request-Id": "NwkggWOPOakFLaFpirkn", "events": [ { "samples": [ "c2c82fcc-5c3b-4bb6-956f-16fe14dbc8bd", "1582f6d2-0d6a-48cf-a204-1e99a4472af2", "8a144bef-a6ab-4ca9-8e2b-49a07fe9b450" ], "attributes": { "url": "http://www.robinson.net/", "attribute_id": "cef53367-a1eb-4ff4-bb68-8eb662065492", "score": 0.626731399234292, "basic_attributes": { "age": 42, "gender": 0, "ethnicities": { "estimations": { "asian": 0.677153617061625, "indian": 0.907725481345845, "caucasian": 0.954682488767119, "african": 0.30824128411147 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "ac43a598-560f-4df7-bc06-45aae3998419", "851be4f5-1999-4aee-bdee-b09db87a45d8", "12b42ae3-80a3-47ff-a924-b40bf3d63007" ] }, "source": "808 Glover Viaduct Apt. 058", "tags": [ "zHvLTnDcMkQxtWTkpkGz", "TTcdezWIHbITBOFNHVMM", "LrxwEjKhGYhEboQgOHTB" ], "event_id": "310acf4a-07fb-4a40-ae34-540e1b31ffe0", "match": [ { "candidates": [ { "similarity": 0.296548039526979, "face": { "face_id": "b5f71dbd-2eff-49a0-8d32-635f999e2c16", "external_id": "vBYtwTmkdSFpGqQDuKYH", "attribute_id": "533b7c1d-d250-4631-b377-696d417f9615", "create_time": "2018-01-13T09:33:00.403593", "lists": [ "f230d3e1-bd5e-4acb-8857-23ccb5f2d8aa", "ec22d604-b88d-4a58-8ab6-375df5c58dfe", "3691a37b-d024-46f6-beac-e22f6d1d4006" ], "avatar": "https://www.hardin.info/", "event_id": "fd7b3e7c-d3c4-4446-a496-6a3945194c95", "user_data": "richard68" } }, { "similarity": 0.77581841420003, "face": { "face_id": "b135db03-a820-44fe-89bd-a7e81d2554cd", "external_id": "hfemvZgenqTExVzeIWFE", "attribute_id": "af1b9639-0c66-4f46-a18d-460d8d1fcb4f", "create_time": "1992-07-20T16:04:25.094157", "lists": [ "d14f48a1-0c7a-4f0e-874e-ca47c2d318ad", "8b93e097-ac6e-452d-934e-68942d41a946", "7a8761b9-c3d6-4a46-9082-9d41f6475c13" ], "avatar": "http://www.cooper.com/", "event_id": "63f848e9-ec15-4a89-bcb9-fad2f5055efe", "user_data": "crystalruiz" } }, { "similarity": 0.34094278594756, "face": { "face_id": "96b6d163-0c45-4cd2-beef-03e3ef2aa551", "external_id": "fymqsLGtzRBXsLwNHFNB", "attribute_id": "dbf7ca49-65a6-4b03-9762-308933aaf8ab", "create_time": "1992-06-30T00:01:53.337333", "lists": [ "6a4792a1-2795-467b-b539-c8dbd6b4509a", "71f5a4d9-18a7-4802-a52c-34ae0d6876d7", "35a6d4ad-29e0-4046-8c59-7b69e2783f75" ], "avatar": "http://fitzgerald.com/", "event_id": "944b1b00-6b18-43e2-8334-f0c37fba00cf", "user_data": "chenlauren" } } ], "list_info": { "list_id": "40420769-e640-4a68-a196-178f6e89691e", "user_data": "41104 Hinton Corner Apt. 847" } }, { "candidates": [ { "similarity": 0.554406297651518, "face": { "face_id": "cf968f3b-fcc0-48c4-92db-9d394697ecb0", "external_id": "vQkocszJXeVViMKVQmcY", "attribute_id": "3433798a-b58c-40c9-9889-e1d5ef59fe0c", "create_time": "2005-05-20T02:28:32.991029", "lists": [ "8998c046-405d-4078-b4f5-3131d51888c5", "2ce2aff5-898b-4377-b803-be91aa2d7f71", "f8eae065-1381-429e-a236-e38161ef74aa" ], "avatar": "https://barrett.com/", "event_id": "da2d735d-a9fa-47a8-8b58-a9bc5be06f26", "user_data": "laura49" } }, { "similarity": 0.141878169501521, "face": { "face_id": "de7bbd51-0401-4e5e-b935-5cc7444bd7d6", "external_id": "MGRQOqWJuCZbmKDTFIdh", "attribute_id": "7209bb00-8487-458f-9ee5-b5236f53cba5", "create_time": "1995-12-12T17:12:51.445589", "lists": [ "10838c36-f2b2-4782-9101-3e5507b30406", "d2ce1b3f-c499-45ad-8a23-2bdcc1509f86", "497ef208-e7f0-44a5-8862-b36231117701" ], "avatar": "https://www.gallegos-reid.com/", "event_id": "452286e1-bc57-4d17-adac-b2a1c74332f6", "user_data": "zpope" } }, { "similarity": 0.290041416602818, "face": { "face_id": "0cdb5aad-1127-4fa2-82a9-6d3b04c21182", "external_id": "sMurXQedaKXKLbpRppcK", "attribute_id": "5f7376fe-492e-4166-8bd3-920a526b4427", "create_time": "1989-09-04T15:09:14.351065", "lists": [ "465fa595-30ba-45e7-97ab-bb517039595f", "9adaf9b5-0178-4cb7-814e-73842c2cc2fc", "52d654e6-5ab7-4053-9a9c-860f8fd554f5" ], "avatar": "http://www.martinez.com/", "event_id": "bd42690b-3864-4b53-af98-f2cc04b3781c", "user_data": "smithdenise" } } ], "list_info": { "list_id": "2554f42f-7e50-4632-bc03-04e9af027450", "user_data": "3993 Jared Road" } }, { "candidates": [ { "similarity": 0.336093882217649, "face": { "face_id": "e47f8037-6eca-4213-83fe-761ba6ae5030", "external_id": "RXvAgjVZaxpgGbWegiBI", "attribute_id": "c6db5e87-5f0f-4ac5-86fb-4a2eda07f993", "create_time": "1990-09-10T01:01:44.140701", "lists": [ "34ce1e92-1e4d-493e-a596-7a69b61463d4", "a4c8659a-c5ef-488b-938d-c765ab9cd80a", "512af775-f129-4028-9b73-640105554c39" ], "avatar": "http://martinez-evans.biz/", "event_id": "efa84471-9e11-409c-9b84-3985fab2a7c0", "user_data": "vwilliams" } }, { "similarity": 0.97621400625434, "face": { "face_id": "387fe049-5582-48c0-80c8-8c85eb2db774", "external_id": "ajETIUqIafrOKtupHodP", "attribute_id": "77ca223c-19ff-4a5d-bf83-029c90118848", "create_time": "2023-07-07T22:32:19.509955", "lists": [ "c52cc0e3-6f78-4f62-bfa3-658dcfda9d6e", "042583f6-7b28-4c1b-9f88-cd1642dc30d8", "8694a703-2549-4f8d-b8bc-79f3636ff4f3" ], "avatar": "http://powell.com/", "event_id": "5674ff97-db21-4946-b326-d0449f089b3d", "user_data": "briandelacruz" } }, { "similarity": 0.832507318687195, "face": { "face_id": "85570a2d-915c-444b-974f-be2b07091432", "external_id": "olEvKVuTYQhMOKjBFciO", "attribute_id": "4f1a2622-8eab-45a1-964b-dbcc1dc96951", "create_time": "1976-02-01T02:16:33.839992", "lists": [ "865ed233-2ed5-47df-a3a5-bba783c4e496", "07d4b997-c8e3-4c04-aaf0-027483a24dad", "6a3f45f6-30ea-4283-b543-d2f63e7cd9d1" ], "avatar": "http://www.rios.com/", "event_id": "af59eba5-121b-44ad-9e26-aaa046525394", "user_data": "rollinsjacqueline" } } ], "list_info": { "list_id": "6e101827-7f39-42cd-abce-812f25a23104", "user_data": "754 Judith Trail" } } ], "url": "https://ramirez.com/", "face": { "face_id": "09f5cd82-40c6-4373-b3d0-bda730af270c", "external_id": "OyYIXrarTrwIUjiLbeza", "attribute_id": "22f20428-25c0-444c-81a9-bad996e827e9", "create_time": "2017-01-15T14:58:28.353554", "lists": [ "d0af3f04-c19f-48e2-8583-08589ac4ec9a", "53561771-2e26-43ea-bee6-393164a6ed85", "1543e22b-abae-4a84-aa0a-6f71b2ffdeff" ], "avatar": "https://ramirez.org/", "event_id": "a2f47639-15a0-4b1c-ac93-910576340f24", "user_data": "howardcraig" }, "detections": [ { "filename": "ypuClHZakbyxYGXgIGNQ", "sample": { "url": "https://lee-pierce.biz/", "sample_id": "1d5648cf-af38-45eb-b53d-1f910ecef52a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.324769723195721, "dark": 0.328285162976738, "saturation": 0.86297426267615, "blurriness": 0.542543689680595 }, "rect": { "height": 4806, "width": 4515, "x": 3146, "y": 3631 }, "landmarks5": [ [ 7997, 9919 ], [ 165, 5536 ], [ 5317, 8530 ] ], "landmarks68": [ [ 109, 3567 ], [ 8240, 3797 ], [ 2563, 1188 ] ] } } }, { "filename": "ZQFRBqFGvGfTRFiDpfCr", "sample": { "url": "http://www.perez-murray.com/", "sample_id": "99961c90-f671-4936-b0ff-e2db1e53956d", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.274914554061791, "dark": 0.642618113708455, "saturation": 0.659825398285528, "blurriness": 0.186543042979293 }, "rect": { "height": 5871, "width": 8446, "x": 1576, "y": 9124 }, "landmarks5": [ [ 6670, 9586 ], [ 5481, 5726 ], [ 2460, 9556 ] ], "landmarks68": [ [ 7063, 8714 ], [ 7380, 6024 ], [ 5336, 6943 ] ] } } }, { "filename": "dwbYQWrzBUAtPpmIYXjL", "sample": { "url": "https://glass.com/", "sample_id": "ff4e4d06-b6c7-465a-b56d-bed26520ef68", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.996575666385362, "dark": 0.31316084934082, "saturation": 0.292269477490808, "blurriness": 0.247005506861744 }, "rect": { "height": 7290, "width": 9784, "x": 1787, "y": 2419 }, "landmarks5": [ [ 3161, 8766 ], [ 9134, 3068 ], [ 7261, 3886 ] ], "landmarks68": [ [ 5438, 1494 ], [ 7167, 9432 ], [ 4512, 7344 ] ] } } } ] }, { "samples": [ "131ffa22-62a7-46a7-bcfb-a356a747e39f", 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