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": 70, "gender": 1, "ethnicities": { "estimations": { "asian": 0.631316627255442, "indian": 0.226913598656835, "caucasian": 0.70578498759929, "african": 0.904379339414599 }, "predominant_ethnicity": "indian" } }
- 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://garcia.com/", "attribute_id": "2e1af41b-3cba-436c-b0d7-1fee1bc933d2", "score": 0.463852797899508, "basic_attributes": { "age": 95, "gender": 1, "ethnicities": { "estimations": { "asian": 0.374093284040764, "indian": 0.437924995333942, "caucasian": 0.192152679403705, "african": 0.585841216772594 }, "predominant_ethnicity": "indian" } }, "samples": [ "292c744e-e2e0-4d82-8af7-dc5f4c254d32", "d3465daf-e355-4dee-aff3-dcd876723c0d", "f532d7dc-a723-4583-8dc3-32e4cece40d1" ] }
- 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": "b066c16e-2782-4acc-803a-75254be4432d", "external_id": "IOiUVuSuntJrHjdMeXDM", "attribute_id": "11b90918-c7da-443e-90d9-efd9b1f782bb", "create_time": "2016-10-07T20:19:06", "lists": [ "3f3c4269-d69c-4d2d-9447-35f891b3fe9f", "9754a485-0712-4b7f-9925-4b46b81e1226", "ff0b82d6-5a3e-4fd6-affa-1f84642d1716" ], "avatar": "https://www.alvarado-johnson.biz/", "event_id": "d7ef60d4-9ff0-4af4-bbeb-0dceaad7ac6e", "user_data": "pfox" }
- 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": "6b7b6af3-d9aa-4610-aef9-2515a72753c7", "user_data": "2571 Sanders Junction" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.739352528507008, "face": { "face_id": "d34038f6-5ab4-4555-b190-8291191f77fa", "external_id": "uvOmBVQBJjOYbASeGDFt", "attribute_id": "41185a38-5576-4a28-90d8-d666cf930355", "create_time": "1976-02-11T21:30:20", "lists": [ "daf25ec0-ca04-4bf5-9e11-a8eccd3d9b55", "fd3f3fcb-a95e-434c-96dd-3efea32cf31d", "46f2c7fa-6945-4519-9e1a-ad8ca1122fbf" ], "avatar": "http://www.armstrong-barnes.com/", "event_id": "06d8a571-1c78-4637-91d4-34d15f642a6c", "user_data": "caldwellmolly" } }
- 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": 0.146638296161071, "face": { "face_id": "d2c9decf-eff3-48a5-9da0-d20035f68be0", "external_id": "JlsNxSrztCmVKEcRTaeH", "attribute_id": "8214f26f-fc15-41b2-92e5-b0cb8514c6fa", "create_time": "2011-04-12T22:45:34", "lists": [ "e2fd02c9-a211-48c0-9571-644c57acd204", "26afe37c-72ef-416d-8b21-998607bf5940", "66bc9e5e-37e8-4655-bfcc-315a119267fc" ], "avatar": "http://www.wiggins.info/", "event_id": "c93af992-3e55-4ab9-b2d2-4a774d71d801", "user_data": "davidanthony" } }, { "similarity": 0.86939715251226, "face": { "face_id": "4bd1120a-fd4d-440c-9913-424c90843b45", "external_id": "iEgJtJbsXQLKYJUGWjnY", "attribute_id": "0b3c006f-5cda-45d8-a023-b42b75a3fab6", "create_time": "1988-08-19T03:41:48", "lists": [ "ce5cc191-f5b9-4828-9112-10f4edb246e0", "eb4a3906-286f-4d32-a7d3-b21a23fc6cff", "2f52eead-b287-4a36-a82d-21c3e420e299" ], "avatar": "https://nicholson.info/", "event_id": "d29fa01b-63e0-4151-ae91-e04e58d241aa", "user_data": "charlesross" } }, { "similarity": 0.788588642586112, "face": { "face_id": "e1f17d9f-322d-49fa-af7a-812af5d28585", "external_id": "asyZEPpZkmtRcFaLETfM", "attribute_id": "7550052a-043f-4a35-80d7-17250be068a6", "create_time": "1975-12-31T21:24:48", "lists": [ "ecdfa8df-7d1c-4784-98ef-2c82dd1418db", "9a517a41-0caf-4205-b8fb-9d343b08bef1", "03be4d74-e89f-4ab7-a8b5-d2106df6301c" ], "avatar": "http://www.peterson.com/", "event_id": "5ecf1bbd-32e7-47d1-8218-aca0823fcd06", "user_data": "snyderjessica" } } ], "list_info": { "list_id": "567fb3c8-b3f0-4707-b42e-0bbd9fe80557", "user_data": "804 Amy Glens" } }
- 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": "5936483d-541c-4293-880d-d49afa1b1924", "Luna-Request-Id": "vYhSBQkQCJcuOTUjbivl", "events": [ { "samples": [ "690be858-6cdb-4253-84d8-51e0d5b98764", "1d72773d-74ad-4cb9-8424-c54697095e1d", "f3528c10-0ce1-4359-b9e8-05ee82e1a6b6" ], "attributes": { "url": "http://www.ford.net/", "attribute_id": "c00ecbaf-f1a2-4c54-b5d1-ed7c02355a9c", "score": 0.16183290440418, "basic_attributes": { "age": 2, "gender": 0, "ethnicities": { "estimations": { "asian": 0.14904255977676, "indian": 0.380064661192914, "caucasian": 0.46519798835728, "african": 0.119014710234597 }, "predominant_ethnicity": "asian" } }, "samples": [ "f353ae9c-259c-46a7-97b2-d552b60d8e3c", "2c53aa72-3b02-408b-97ad-152788b9fbeb", "6b4b038b-70ab-4004-90a4-49d85ef3a7f9" ] }, "source": "7460 Stephen Plaza", "tags": [ "kVVsDmDrnyktWiiJHxJg", "mQyKWWfaiTHJKvVoQVjQ", "KOrwufuFCwCIRRWWBRdT" ], "event_id": "3a0973db-57ec-4e1e-8778-82ad0b91e0bb", "match": [ { "candidates": [ { "similarity": 0.557810890612423, "face": { "face_id": "3955715c-9563-4571-942a-80ed04ac7ead", "external_id": "eeEMbIlevnkpXeIRGygE", "attribute_id": "5c86503a-9e5e-408b-993c-d392645589e3", "create_time": "1992-07-28T18:32:33", "lists": [ "13682abf-25c2-4808-a696-f3be6c4f0596", "697e8238-f6c2-4f2a-a6f1-d09673422bc2", "acf3077a-ace9-43da-a0c7-fad8eaa8ec67" ], "avatar": "https://orr.com/", "event_id": "213c4182-f249-42db-bf94-7caebd415bb5", "user_data": "walkerjoseph" } }, { "similarity": 0.113494563031357, "face": { "face_id": "e8be885d-53da-46f2-84c3-e98c9c3bae9b", "external_id": "oTpvsADJhmjpMGqsqUQG", "attribute_id": "df7f63a8-30fe-48e9-b48a-a1fce531307f", "create_time": "1983-09-24T23:48:25", "lists": [ "ac5e8ea7-03c2-4d11-802f-986306e00397", "f571a4c0-d656-4e1c-96a6-5a29ea93ef55", "b5d6431b-732b-457e-a309-d4b8d5f99af5" ], "avatar": "https://mcintosh.biz/", "event_id": "dcfd1d33-5788-48c3-a3d4-85fb43d9be99", "user_data": "owalsh" } }, { "similarity": 0.116473631534294, "face": { "face_id": "9e1fd2ab-d2f2-47e3-887c-cb898814d556", "external_id": "RbaMujBqLXqorGRLJEnH", "attribute_id": "e9c3f187-e282-42a3-bf7b-a7a7dbd74f5a", "create_time": "2020-12-11T00:33:25", "lists": [ "c7dba30b-bbc6-488d-94c6-7381b7d99ce9", "b2ab0bfd-e0e4-4c0f-b6f0-39f8e9d03aca", "929cfae2-529b-4071-aaea-267773d3f054" ], "avatar": "https://www.gill.net/", "event_id": "b4d7343d-207d-4880-94ed-4f10fffbbae5", "user_data": "kwashington" } } ], "list_info": { "list_id": "e2fddf2b-ccc8-4bb8-b4c9-e42cc1c0381d", "user_data": "83902 Christine Road" } }, { "candidates": [ { "similarity": 0.14794415239203, "face": { "face_id": "aa0fb2fc-a1c3-4c8d-a60e-be87cba700c2", "external_id": "emZAbLzIDMBPpUkBCEvp", "attribute_id": "2df8c91f-56d7-44bd-9a3e-7360a56dea7a", "create_time": "1983-03-21T00:08:06", "lists": [ "a86e8076-f79f-431c-b933-f773da9b5fb0", "56d69de8-ad1c-4d27-aa8d-0670459ce5c6", "6bb375fd-73ff-4665-a9ae-c8eaf2d60406" ], "avatar": "https://www.alvarado-holmes.org/", "event_id": "51ee626d-980d-4f54-b856-08d1784d56a7", "user_data": "halltimothy" } }, { "similarity": 0.436890165095391, "face": { "face_id": "5c21cf9a-e5df-4ce3-b29f-f8fa331e40d8", "external_id": "yWqJCthRINYxgSunBoCs", "attribute_id": "9f083992-46eb-42cc-ac09-f364c3a8a4ce", "create_time": "1977-07-13T03:32:58", "lists": [ "c23b0dda-5cf9-4db2-a383-e45af6da57b4", "de0359a5-7983-4b1f-a335-5f72dacf7d1b", "bf58ced7-46a4-49b6-9097-991d7fccc597" ], "avatar": "http://smith.biz/", "event_id": "8aacab3d-37ea-4fb7-bc93-3626f20f2e68", "user_data": "kennethmcgrath" } }, { "similarity": 0.247784837143228, "face": { "face_id": "046af861-c79b-44d1-9a42-7d0a494a4a3d", "external_id": "awJAjqlTFByNgGoDblJI", "attribute_id": "1d545550-1e1a-42c0-ac1a-ece9d7b0ab81", "create_time": "1971-01-04T11:37:15", "lists": [ "bdc13310-e0ad-42eb-962a-f4509805a06d", "9ec235d5-4c26-4e06-ad40-c7dcf89fd50e", "c749257c-da85-4791-a738-c142383860c3" ], "avatar": "https://tran-taylor.com/", "event_id": "fcf60b95-af65-4854-92e6-c1bac8656448", "user_data": "chad65" } } ], "list_info": { "list_id": "7e206eb9-be75-4bf5-9be2-fc2e37091ebf", "user_data": "986 Sanchez Dam Apt. 056" } }, { "candidates": [ { "similarity": 0.800733198962118, "face": { "face_id": "e6095390-be7b-4aa0-8ab0-afec29cc7cab", "external_id": "XXFxfuqomHxGGkqnpCLj", "attribute_id": "f7071771-09be-47b6-8c34-71dcbc485e11", "create_time": "2003-02-01T16:21:37", "lists": [ "c9fba28f-6eb9-476e-b31e-86619bc5cfe2", "4283150f-08c1-41e3-b7f8-ce3590e1918b", "00442ff0-1a31-4ca7-8c01-156c0656cd09" ], "avatar": "https://ferrell-willis.com/", "event_id": "c7c48ed8-2790-4314-ba7f-8f4b7bf889fb", "user_data": "pughtroy" } }, { "similarity": 0.82016947360756, "face": { "face_id": "a4ca00c6-38dd-4fbb-9cc6-675c2685c979", "external_id": "xKTonCPdIWtGPqQIdgIG", "attribute_id": "e5774a20-2f5c-4185-9701-4ee94adc9e46", "create_time": "1971-02-16T08:38:52", "lists": [ "dd05a0ef-e5e8-4da1-a453-a7109cbd380b", "a4802328-b79f-4658-b227-6f7ec1113c53", "37380b2a-fdad-43b1-8e94-75ce271b1779" ], "avatar": "http://www.mayer-green.biz/", "event_id": "1ae23b33-86b9-4a02-98e1-638585b67c74", "user_data": "markking" } }, { "similarity": 0.503078790363567, "face": { "face_id": "4c2d3d66-e1f8-4f75-9f5a-5dc1a4aea363", "external_id": "SmXPvraiAvOFZNPjgPVH", "attribute_id": "920309bf-e9df-455f-a240-bc877142b0f7", "create_time": "1984-10-05T11:37:58", "lists": [ "61b3b46b-efb6-4d1d-ad73-fdb6228e213c", "623db477-a932-4529-815b-f5a7496c4bbf", "6167cfbf-97bf-4c6b-aef7-e2ecc8567b57" ], "avatar": "http://www.ramirez.net/", "event_id": "d4244c64-b7cf-4956-93ec-a3b19ed741fb", "user_data": "okent" } } ], "list_info": { "list_id": "4b3b0772-ae53-4663-8d9a-2c35a802da44", "user_data": "6229 Sanford Plaza" } } ], "url": "https://www.lucas.com/", "face": { "face_id": "4dc50a15-bb6e-493b-bc43-180bb54ad569", "external_id": "btvQsLFKgngHrHOboFVk", "attribute_id": "b4f487d7-ec0d-4148-a726-7727af6ae28d", "create_time": "2011-04-22T00:01:43", "lists": [ "255b804d-c54c-4a77-a757-19fe3737109d", "37fba3f0-0dbb-4be5-b788-770abb63d634", "d4ca4c66-d5f1-46d9-94f6-511eb2d1ffbe" ], "avatar": "http://burgess-bernard.com/", "event_id": "813f152b-8809-47db-b04a-1bc8957e0e87", "user_data": "debra36" }, "detections": [ { "filename": "gomaszIHoPZeSJTVVGRX", "sample": { "url": "https://collins.com/", "sample_id": "24d72fe4-5751-492c-a058-fbaf5172e6ee", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.138265622976591, "dark": 0.910220444661688, "saturation": 0.30629825517694, "blurriness": 0.773107338887903 }, "rect": { "height": 6299, "width": 1447, "x": 9207, "y": 5312 }, "landmarks5": [ [ 5692, 9757 ], [ 9484, 3109 ], [ 4735, 7047 ] ], "landmarks68": [ [ 7302, 7895 ], [ 3617, 640 ], [ 9611, 9826 ] ] } } }, { "filename": "TaQjOJfWcTBGCDlpanCb", "sample": { "url": "https://www.small.com/", "sample_id": "7a52309f-b76d-4734-8db3-339c2996aa22", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.545277683860281, "dark": 0.153939581014371, "saturation": 0.865701471612075, "blurriness": 0.117715651642016 }, "rect": { "height": 2473, "width": 1072, "x": 5048, "y": 975 }, "landmarks5": [ [ 2501, 2161 ], [ 1969, 9493 ], [ 7971, 9589 ] ], "landmarks68": [ [ 2359, 7113 ], [ 4348, 7075 ], [ 3415, 3330 ] ] } } }, { "filename": "xBbGGBccJRNnoAykifdo", "sample": { "url": "http://www.williams.com/", "sample_id": "c5453574-17bb-4dac-890b-8907376f742c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.749963685513233, "dark": 0.860621392442463, "saturation": 0.815569996396738, "blurriness": 0.408970708964305 }, "rect": { "height": 4595, "width": 6598, "x": 6215, "y": 6699 }, "landmarks5": [ [ 5907, 7105 ], [ 9635, 7457 ], [ 5398, 4106 ] ], "landmarks68": [ [ 8820, 4637 ], [ 8743, 5380 ], [ 8869, 9685 ] ] } } } ] }, { "samples": [ "0f6530c0-05fb-4476-86e6-1d62eed18709", "d3c064e0-381c-46cc-addf-d6459bfddbad", "7f47922c-857c-4f36-872c-2dcf76301757" ], 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