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": 53, "gender": 1, "ethnicities": { "estimations": { "asian": 0.656816266931007, "indian": 0.511940269131273, "caucasian": 0.827375861595507, "african": 0.172296625690568 }, "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://smith.com/", "attribute_id": "4655e55c-3f76-439e-8053-1ed46c0ff62a", "score": 0.490471483181575, "basic_attributes": { "age": 43, "gender": 0, "ethnicities": { "estimations": { "asian": 0.798943207408323, "indian": 0.224805541681583, "caucasian": 0.855287219619988, "african": 0.11803494840614 }, "predominant_ethnicity": "african" } }, "samples": [ "4f674cdd-9736-41c8-b0a6-15b361e0f520", "f2bb370d-8640-452a-a244-5f22762791e6", "41314c74-d570-468e-8c71-61db0934bb65" ] }
- 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": "85a8c926-16ec-4a22-8ea3-a7ca82b1c009", "external_id": "deybqdfrLiKvWQRbaryn", "attribute_id": "5827af7b-ef24-4275-8b21-c121efaa434b", "create_time": "1998-07-27T11:53:20", "lists": [ "38a2eba0-4710-4739-8d6b-9f73e748fbd5", "6d28133b-f935-43ec-93f5-8f36af0d138b", "86466b39-288f-469a-81b1-0f8e59a2a0c3" ], "avatar": "https://www.gallagher.com/", "event_id": "322df7d0-304b-435a-b088-f15af1887bd7", "user_data": "johnsonmatthew" }
- 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": "a90e538d-86d3-435e-b54d-0b63cc9964e6", "user_data": "467 Mary Dam Suite 587" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.243677597001483, "face": { "face_id": "8d22cf31-de2e-4c1c-9dde-cd8eb5806451", "external_id": "uWgMKlrQtjFPRdqLBvRT", "attribute_id": "d1108c4a-ad18-4b65-b4da-a4cfd76d8df5", "create_time": "2002-11-05T02:55:36", "lists": [ "2f603fbe-2f3f-4cfc-ad40-0f3aba6259dd", "b54c5831-bdfb-4939-9267-1079a2651fe6", "8e1e06c1-3256-4f2c-b394-835f1ab7cd96" ], "avatar": "http://snyder.info/", "event_id": "ca79a10d-abf8-40db-ae47-389fdc97753a", "user_data": "jacob68" } }
- 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": 0.667818754150033, "face": { "face_id": "606bd4d5-9665-4d09-9e4d-ea18e4a31ab9", "external_id": "MKgdevchbCDkZuyfnezg", "attribute_id": "85af8f1e-6ec1-49a3-9809-490968719b1b", "create_time": "1979-06-03T09:53:11", "lists": [ "a8ad5680-4eb1-4434-bddd-373c6b7c9476", "8dbd6900-f2ec-4ee0-b023-577458d6d88c", "7aba47a1-427b-40c1-befa-675a7f76fcb9" ], "avatar": "http://www.thompson-oneal.biz/", "event_id": "88863840-bd77-4d3f-9fe7-73d3896b5be9", "user_data": "dmalone" } }, { "similarity": 0.272021356985974, "face": { "face_id": "e95b0a55-e62c-4aac-9bf0-098239c5d4fb", "external_id": "IDRVzpQlpufCilnYNigu", "attribute_id": "61ebf83e-ed25-466c-9a8b-93bc720a18e0", "create_time": "1979-11-06T13:25:06", "lists": [ "eb83113c-459d-42b4-b733-86eb2be03d4b", "bfba6047-624b-4801-b839-6cfd45e530cb", "f5264166-9cbc-4d7e-8b48-ea7a2b150cb6" ], "avatar": "https://brewer.com/", "event_id": "d98ad623-0cc2-48d6-803e-f24cd65c967b", "user_data": "pgarza" } }, { "similarity": 0.81615531633233, "face": { "face_id": "5f01cace-28ba-48b7-b4d4-27e53d19b3ad", "external_id": "iGtYbfBMcwMzBBlvKFOu", "attribute_id": "9d4a9db2-2587-41d6-8ec0-938999cdf8eb", "create_time": "1973-11-01T01:29:33", "lists": [ "8906abd8-38a4-4837-a19c-32516d98071a", "83d08743-5e25-4928-8e61-6ccc62ad2b89", "43b3e8e9-2164-48b1-bb8d-dd576769f39f" ], "avatar": "https://smith.info/", "event_id": "efe22069-50dd-45b9-986c-d30ce0639308", "user_data": "jason73" } } ], "list_info": { "list_id": "89561726-d7ad-4ebc-bf4d-36cb88834662", "user_data": "031 Timothy Route Apt. 111" } }
- 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": "5c3170e7-4abb-43f2-a5b7-858bff5053aa", "Luna-Request-Id": "qnWgvTeZwAUanFItTqZN", "events": [ { "samples": [ "f34bbd1e-686d-490e-ad93-f25fc2d44416", "69efb8be-cbd6-47bc-8a5f-595a2f9bf525", "7e9b5ce5-f9ac-421a-b9fc-8283273a726b" ], "attributes": { "url": "https://washington.org/", "attribute_id": "2ef71221-9645-4a84-b666-21c18bcc8716", "score": 0.673434927695004, "basic_attributes": { "age": 46, "gender": 1, "ethnicities": { "estimations": { "asian": 0.339588550760742, "indian": 0.856544340158244, "caucasian": 0.453262883203661, "african": 0.208929706074664 }, "predominant_ethnicity": "asian" } }, "samples": [ "16465413-69b2-4a64-bd25-d0eadf9dc000", "9787c67c-988d-4e9f-b0cb-9a02d8d74aec", "40f46377-5570-46e4-91cb-2f5aa4ffb4c2" ] }, "source": "10501 White Burg", "tags": [ "nMbsrtHZfcgPWEKCPbnq", "ublxplIwWcMuaydoribX", "uBuPKFxpiLEWdXULjeUo" ], "event_id": "9283d62d-bccb-4a42-a2e5-48fd123fff88", "match": [ { "candidates": [ { "similarity": 0.975177527030611, "face": { "face_id": "17b961ba-3a75-4009-ae3f-bfad4f1aed7e", "external_id": "WtkVDaulNJjTKpdDWvcE", "attribute_id": "d9fc4a88-d766-4cda-8894-04e5a51183fa", "create_time": "1976-05-27T23:54:26", "lists": [ "5399db80-d6b9-48ab-8519-f2e2b474c21a", "d0b383e7-452b-461c-af26-874ca5b60846", "204c5442-d816-43f6-ba64-3b5e285efed0" ], "avatar": "https://garcia.com/", "event_id": "63d75a73-edf8-468c-b6da-ea008f9304b3", "user_data": "lindamarshall" } }, { "similarity": 0.864636243405751, "face": { "face_id": "9856ed46-7cec-47cc-befd-2652f9240de6", "external_id": "FafknDxlExdqgzBMGfra", "attribute_id": "3e8457c9-3e38-4de4-9f43-a33e27f0559e", "create_time": "2011-11-26T06:07:46", "lists": [ "43ea6167-c224-4104-828d-4f94c550ed6d", "73b6cb86-52c6-404b-970e-4b47c68a9a91", "8a765bf7-aee5-43fc-81a3-cfc2bcbcf4bf" ], "avatar": "http://sawyer.com/", "event_id": "01adcad5-3aa9-40ca-8dca-513aca24f058", "user_data": "petersrichard" } }, { "similarity": 0.197069967597856, "face": { "face_id": "eccd3c1b-94d4-4aa6-825c-d67e23528368", "external_id": "xrCAKjVUwwGJPsYiyTRG", "attribute_id": "42ef33d5-dd9b-4e42-967e-cb330122c6ef", "create_time": "2019-08-28T07:49:27", "lists": [ "21df33ca-165d-4de6-8a11-5e6cf779b8d8", "b389ad43-6b8f-4c8f-bfde-8fe494cfa189", "fc318af9-ebf4-439e-9729-946db578d74c" ], "avatar": "https://www.goodman.biz/", "event_id": "c222915d-0d3f-4dbc-8d83-1c27dffbe836", "user_data": "ricardo88" } } ], "list_info": { "list_id": "c2a751cf-c897-4e3e-90ae-310b5f85f669", "user_data": "00730 Morales Fords" } }, { "candidates": [ { "similarity": 0.89078160890589, "face": { "face_id": "ebafae57-5698-4985-9f14-6a817491b42c", "external_id": "IeLozKxHHxWplSbJDMQx", "attribute_id": "ae37109a-04ba-4b97-8ddb-a4d6d998acbd", "create_time": "1987-02-05T18:27:33", "lists": [ "25719cac-250c-47cf-accb-1e93fe5af9a8", "2a51a4e1-275e-4514-b067-8555f530e385", "e9f798b6-d3e9-44ed-95b3-4cc181480d1d" ], "avatar": "http://www.mitchell-baker.biz/", "event_id": "eddbbfe3-cc85-4dea-9d74-398769241868", "user_data": "deborahwheeler" } }, { "similarity": 0.10361607635916, "face": { "face_id": "0241c027-6f7a-4419-abda-56d9c7b4e96c", "external_id": "gdnsJdatnuNvDPqJfMih", "attribute_id": "eed353e2-2ae0-457d-be2c-e00de52213c4", "create_time": "1998-07-20T02:56:45", "lists": [ "25085552-6059-4135-ba20-37c4b0edfc00", "02afe125-ae5a-4616-a7e3-9bdbfc039d82", "69ac6c8f-6d92-40cd-a8da-28d95623df0d" ], "avatar": "https://norman.com/", "event_id": "a3414174-65d1-40c1-a660-62724986212d", "user_data": "christopherwilliams" } }, { "similarity": 0.316362349334376, "face": { "face_id": "aca50b87-efcc-4d06-a015-6be946e74d6f", "external_id": "aokzyiFIYJnhsHdoKZNW", "attribute_id": "5c2a6a26-e942-44c6-98a8-aa32b9b7aa3c", "create_time": "1973-09-13T16:12:39", "lists": [ "9f3077ac-5f81-4723-bc32-392335386f15", "e9b1b699-6d40-4521-a535-5a13d29b4e6e", "dc5b0312-fe6d-4a9a-9507-e5d75a61195a" ], "avatar": "http://green-cooper.com/", "event_id": "7c1690ab-7b59-414c-a3f3-6e3c1e4ed499", "user_data": "john01" } } ], "list_info": { "list_id": "38721c52-ce14-4fb2-bc9b-789ea0d1bacf", "user_data": "77365 Chen Route" } }, { "candidates": [ { "similarity": 0.7821559233495, "face": { "face_id": "068d3c3e-5a5a-4371-9b76-e7289c8e5e65", "external_id": "DcCYkmToRgRfBDRWFYXe", "attribute_id": "d0499c4f-ffd8-4f52-b034-1003c5ae930b", "create_time": "2019-12-04T02:54:44", "lists": [ "809253c1-955a-4ad3-86c2-e15b85735e37", "c139aef7-c4bc-413a-b71e-e32cb9c69e84", "dde820bd-86c7-4695-9400-602708170f0b" ], "avatar": "https://www.mosley.com/", "event_id": "bd493293-eb7a-4704-bcc5-f23458630dfd", "user_data": "bradleychurch" } }, { "similarity": 0.334414807730574, "face": { "face_id": "6146d20a-2d42-4e02-bb60-85516952c5f1", "external_id": "kECFKDicHvfLMMwsBuNO", "attribute_id": "03480e48-dca4-4eea-932d-8a95c6fdad26", "create_time": "1987-01-21T19:08:30", "lists": [ "01aca163-66b4-4ed6-9c8c-1ef13022a712", "4b3e75e0-3731-474a-b889-79b519dad4d3", "4396f78a-c835-4552-8dfd-45653bdf43d0" ], "avatar": "https://gordon.com/", "event_id": "124fc8d3-27d8-4b9a-9816-e0a3bd2bb96d", "user_data": "nathanhawkins" } }, { "similarity": 0.871169941485701, "face": { "face_id": "1fb5c21a-5f38-40a4-a239-57c12eec3a69", "external_id": "vjIRKFdbZMIfaJTLXCFr", "attribute_id": "7cba49cf-a64e-4341-bb64-d7be5c776051", "create_time": "1991-01-26T06:00:01", "lists": [ "e564bc72-bfce-461e-87fa-68526a60e7b6", "600dcb7f-bc71-4496-9dcb-ea4ae5a7a2e5", "ac3ad014-e35f-467b-9796-30c54c385086" ], "avatar": "https://www.bean.biz/", "event_id": "0bc7a476-1624-4cf3-9054-b2646d43970c", "user_data": "christiandylan" } } ], "list_info": { "list_id": "e4916ceb-adf8-4ab9-9257-848bb56aa87c", "user_data": "177 Cardenas River" } } ], "url": "https://www.dalton.org/", "face": { "face_id": "d406e6ed-aa4c-4cc3-80c8-03470d6677a8", "external_id": "hNQzLxhVPDxnOgryLagH", "attribute_id": "dfbc6d00-56de-4391-baf1-38c195b95cb2", "create_time": "2002-05-17T12:15:38", "lists": [ "56a4dcac-4f00-4484-a9d8-a3058e10a615", "22f58a18-9fb5-4946-83a6-e0ab4aa19ef4", "1ed5753d-6172-4b8b-b270-6184236b5a1b" ], "avatar": "http://www.lane-rodriguez.net/", "event_id": "a25dfcbb-a754-48be-ace7-584f8221b424", "user_data": "qsavage" }, "detections": [ { "filename": "UrzmSrWgpQtdxIsqbZEd", "sample": { "url": "https://watson-watkins.com/", "sample_id": "f18b150e-5bba-451a-81d1-491251888143", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.19903386011655, "dark": 0.340862157750873, "saturation": 0.431246838328335, "blurriness": 0.956627872735945 }, "rect": { "height": 1863, "width": 7822, "x": 4981, "y": 4028 }, "landmarks5": [ [ 9330, 144 ], [ 840, 1068 ], [ 1960, 2291 ] ], "landmarks68": [ [ 9239, 5775 ], [ 3996, 9532 ], [ 986, 4184 ] ] } } }, { "filename": "hqdQTFUqxEdKlnXXbdJW", "sample": { "url": "https://www.long.com/", "sample_id": "73913cd5-faa6-4d7b-ac19-e871ac50a20b", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.175178734468707, "dark": 0.326266679580927, "saturation": 0.239830827829843, "blurriness": 0.684459881775565 }, "rect": { "height": 5544, "width": 3448, "x": 5004, "y": 8321 }, "landmarks5": [ [ 5094, 2152 ], [ 5699, 8888 ], [ 6421, 4306 ] ], "landmarks68": [ [ 397, 3856 ], [ 7047, 5445 ], [ 779, 7644 ] ] } } }, { "filename": "rUViObefBGRFQdtBdwkj", "sample": { "url": "https://www.flores-roberts.com/", "sample_id": "d1f56210-2fe2-456d-bc6e-d5099a78e1c3", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.890947358330814, "dark": 0.77219942935291, "saturation": 0.378526050654883, "blurriness": 0.3920088242813 }, "rect": { "height": 3990, "width": 7465, "x": 6633, "y": 9216 }, "landmarks5": [ [ 9221, 3876 ], [ 1632, 507 ], [ 2380, 8139 ] ], "landmarks68": [ [ 9027, 9398 ], [ 5251, 758 ], [ 6631, 3482 ] ] } } } ] }, { "samples": [ "3bfc0347-a507-4ba3-9f3c-3510fbb96679", "998c3028-bbb4-4667-a3b4-5d136b2417a0", "9c9417d2-44cc-429d-ac3f-732d584d6fcd" 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