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": 14, "gender": 0, "ethnicities": { "estimations": { "asian": 0.892903269997192, "indian": 0.422484949642934, "caucasian": 0.84719788705725, "african": 0.344267492655705 }, "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": "https://www.wilson-watkins.org/", "attribute_id": "8c82b678-6048-4d54-a0d4-7e35c78e45bd", "score": 0.241420475540616, "basic_attributes": { "age": 84, "gender": 1, "ethnicities": { "estimations": { "asian": 0.122124186788401, "indian": 0.463080559279984, "caucasian": 0.54390724875456, "african": 0.72614372910934 }, "predominant_ethnicity": "african" } }, "samples": [ "3edcda71-05d0-4b1d-af47-9ba797e7b401", "e1c833ab-5989-4753-b9a7-81a01390588f", "2317c586-ad1b-4e0e-8732-10765c343543" ] }
- 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": "bc26de65-e10f-47d8-8817-360c0366f738", "external_id": "MHDvCfIPfmGEStSvhThd", "attribute_id": "46b472b5-1fa7-40e2-8853-2ecb65242752", "create_time": "1973-07-11T04:24:18.377551", "lists": [ "473baaf1-29d7-4f30-bb22-bd0bfa3579e2", "7035bbdf-15dc-41a1-b45d-99512051ffd5", "433b3c04-66cc-433a-890d-b4826136fb0e" ], "avatar": "https://rodriguez.info/", "event_id": "990a68ed-6862-45af-b20a-4e7a487cfdd0", "user_data": "hortiz" }
- 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": "9cb7e922-0205-44ba-a935-66e660984e4b", "user_data": "480 Griffin Stream Suite 388" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.131620596282765, "face": { "face_id": "9df3060d-3bbc-4663-9726-4689a07e52a6", "external_id": "JusniXMhleqszbmkvdFg", "attribute_id": "13093553-9ee1-46c4-befd-1ef68e32ca42", "create_time": "1981-01-24T12:20:59.525377", "lists": [ "9f59628b-c7b3-4048-ac9d-82826ed0350f", "b23ce0be-b8c2-4c23-b819-b0e7a04f621c", "8c269ae0-95d0-44b1-b8d7-8b1b4bf2e029" ], "avatar": "https://www.mcdowell.com/", "event_id": "77bc557d-72d7-453a-9429-2b6e7805f757", "user_data": "brian98" } }
- 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": 0.384945457996241, "face": { "face_id": "c42ed4a0-d904-48fe-a3ab-e5d137b8b887", "external_id": "nRRsxruRaCeOnqAfzrSI", "attribute_id": "510d3fb7-1275-488c-95e8-c2de0f6310b4", "create_time": "1994-05-05T09:02:27.319960", "lists": [ "1309e98a-c5a4-4cfb-9a4a-f61684169360", "6d8646f3-b13c-4b56-86a4-4b4a976ece56", "eb162869-89d7-4adc-8175-c38229047d6f" ], "avatar": "http://washington-dalton.com/", "event_id": "5737072f-ab0e-41a2-b60e-1dde70b84d0b", "user_data": "foxcarmen" } }, { "similarity": 0.255040273924773, "face": { "face_id": "de579f79-91c3-4be8-b857-5e1cc6542ed5", "external_id": "mIwaAtEHASRiftIIBqHA", "attribute_id": "4069511a-9dca-428c-b6d8-a6d243036b04", "create_time": "2017-06-16T02:26:43.112841", "lists": [ "e2566327-d585-4e4d-b99d-b12cb3f20092", "3ffa485f-61d7-4e82-b8f9-a441bc6760b8", "0190012d-6d95-42fb-8601-82182ad334f7" ], "avatar": "http://bradshaw-holloway.com/", "event_id": "49ba4dba-c638-4e3d-8a0f-c567d38b75a2", "user_data": "mmiller" } }, { "similarity": 0.218005879943197, "face": { "face_id": "d8f999cb-682e-4a54-8168-a84fe89eff06", "external_id": "vODUCLKETteuizNRYClV", "attribute_id": "a0cc74da-ab79-4cdb-b627-b0ea066dd2d6", "create_time": "2014-07-18T16:23:44.042449", "lists": [ "afb69171-2290-4240-9c2b-fffe8c043593", "97d22ba7-d2bc-45af-9ea0-694e10799a28", "43cfaee6-5a1a-4735-8e31-a9e8192c2282" ], "avatar": "http://moss.com/", "event_id": "7faf0e84-e6fb-4e19-b3d1-90d811765d2c", "user_data": "mathisdouglas" } } ], "list_info": { "list_id": "f82bc5c3-a034-4c60-ae6b-6f4dc4d3e6ff", "user_data": "383 Monica Shores Apt. 108" } }
- 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": "17baf87f-8485-4d0e-a7df-46c7ac70ba52", "Luna-Request-Id": "vkphbteJHhYWSxQLWxXb", "events": [ { "samples": [ "c84ae1da-fd5c-406d-8ec7-7fdd36152b8b", "951b5a46-31de-4098-9fb8-6bf8c4ac9a7e", "11541543-2b04-460a-8f6c-7e79670000ab" ], "attributes": { "url": "https://www.pham.com/", "attribute_id": "af4a2bc4-cc3a-4697-af8e-97a69c6ff93f", "score": 0.23361864822644, "basic_attributes": { "age": 22, "gender": 0, "ethnicities": { "estimations": { "asian": 0.37587630922789, "indian": 0.79033195860287, "caucasian": 0.650881222649938, "african": 0.310559736947838 }, "predominant_ethnicity": "african" } }, "samples": [ "1d360306-1502-41c6-b7be-07dfa80aba80", "c79c43e6-3f1f-43e6-8824-3a5f9efadbce", "6fdec391-0260-4bd6-bb54-6d60b49cb7ad" ] }, "source": "4080 Hart Gardens", "tags": [ "YTKbKIQcMWoVkLljMVyY", "hlXNtpZUPtXehzINsmJQ", "GjonfXzgobWlOXHzqupa" ], "event_id": "3b2327cf-6f51-4d85-ae51-54f54626b97f", "match": [ { "candidates": [ { "similarity": 0.735342769459297, "face": { "face_id": "a25a9a42-67ac-4843-b1a1-2e414db1dacc", "external_id": "PHKOGsDTOCSIXAtatErg", "attribute_id": "3015b4d0-a7ee-407d-a840-7f164176bc31", "create_time": "2017-07-12T13:44:43.822448", "lists": [ "492864c4-95f1-4329-913d-9f9c96cbcc26", "c06528e1-251a-4019-a74f-5816a44e006d", "f38af05c-9baf-4425-9401-5efef6727718" ], "avatar": "https://www.meyer.com/", "event_id": "83200dda-55d3-4ed6-ac6c-f01c8b441c03", "user_data": "jennifer97" } }, { "similarity": 0.289497045611812, "face": { "face_id": "e0d62ea1-36e2-4d7b-9fa3-45cac7374d77", "external_id": "eHwSjrFaWWWxrNlvHZaY", "attribute_id": "9858990b-a5cc-4e70-9464-8ef84adf014a", "create_time": "2000-10-08T01:18:44.772084", "lists": [ "8150e3b3-ee91-4768-b191-a496be22e27a", "518efdf2-0013-436d-be78-bf8fd1404f53", "e375217d-5770-495e-aa31-0e34d95d940a" ], "avatar": "https://williams.com/", "event_id": "2afcebb6-1666-4632-985e-699f565c9d91", "user_data": "shane35" } }, { "similarity": 0.71800272911525, "face": { "face_id": "1e091dfc-e2c6-4fc8-a475-17e584cc5ecf", "external_id": "AJTdbambbYGvOHgdqcRS", "attribute_id": "cfec2b34-6940-44a3-8ad3-e86201df3fc0", "create_time": "2023-12-24T03:31:29.024757", "lists": [ "a22493ef-073a-48eb-9f16-c22e41556bce", "3b85fdb6-2e0c-4a99-9be7-c322f0e3e83d", "d4fb5bec-a465-49ee-a506-38a5013f3139" ], "avatar": "http://www.weiss.com/", "event_id": "9a3dd316-40f7-43fc-aa38-85227417b8a8", "user_data": "brian94" } } ], "list_info": { "list_id": "730bbbfb-9869-4dcc-8458-22c133c79a29", "user_data": "98086 Wilson Common" } }, { "candidates": [ { "similarity": 0.935768456147765, "face": { "face_id": "9c0ded4f-5691-41c0-b027-1182b7ac9712", "external_id": "xnwtCVNfGEHxhNFSGxxv", "attribute_id": "41df2663-ebc8-46f4-93f4-0aab6c58c4a8", "create_time": "2000-12-23T17:15:50.468172", "lists": [ "6ad70757-f6a7-4962-9090-2ad80c77cead", "d6c4ec76-0578-436f-ad20-8004df2c81eb", "ee073e08-2d43-4b27-9538-093f31e2bf9f" ], "avatar": "https://roman.info/", "event_id": "851db9ba-4f14-47b7-9853-95c08c8bb77b", "user_data": "pachecorobin" } }, { "similarity": 0.273786479683, "face": { "face_id": "0707249a-4cee-4f3a-9acf-da1be7597610", "external_id": "hRmHngQuhPZQUvCeaNYJ", "attribute_id": "008d16aa-0cc2-4c93-946c-6ba1235c0dbe", "create_time": "1977-06-10T21:39:52.138741", "lists": [ "054e9c5c-68ef-4484-8081-39794f4edb1a", "001ebae9-b072-4211-94cc-441f93614789", "3a857561-3463-4658-8794-2d85334ef521" ], "avatar": "http://www.gray-martin.com/", "event_id": "e95b6cf1-04fc-485c-98ff-5a9337ba2937", "user_data": "kevin87" } }, { "similarity": 0.185671839609519, "face": { "face_id": "eece7638-c19a-48ca-a4d4-a322eb6925d0", "external_id": "oTxwueOgXtZPhbKllrrj", "attribute_id": "cb267c44-2f4a-47f6-86c5-99296bd57520", "create_time": "2007-03-27T07:20:34.674527", "lists": [ "cf3e77ed-58d6-4ebc-af53-6bd0ed87ff60", "f6c09632-712f-4df5-9719-4b23fda86c64", "7b0d1bc9-b125-4c09-883d-36b33b0b17cc" ], "avatar": "http://www.hunter-stewart.com/", "event_id": "f06435e6-d27d-4fa4-b57c-d38ffed46f44", "user_data": "ilowery" } } ], "list_info": { "list_id": "fd0cdc0a-9501-426c-8df3-46d57a7806b4", "user_data": "10871 Wood Street Suite 688" } }, { "candidates": [ { "similarity": 0.7167588544, "face": { "face_id": "2736d193-0897-436e-8b47-32a2b40417ab", "external_id": "sqCVhyGCKOjWxMjZLQKj", "attribute_id": "53a62cdf-91a6-4644-bc09-dfe02bbe11f9", "create_time": "1985-12-21T15:05:51.108615", "lists": [ "b84fc551-1ac5-4c68-8266-4c4907a18c3f", "f39ee32b-6b9d-4d34-aca8-f64a87f73ac7", "10141fe5-b0fe-4334-9c4e-29fd71299014" ], "avatar": "https://clayton.com/", "event_id": "b1af641a-2621-4b31-a612-c7dce972e218", "user_data": "yvonne04" } }, { "similarity": 0.822411393885275, "face": { "face_id": "7ab63f45-326e-499b-9164-e0ffb754a746", "external_id": "NaxOxFelGdimqRlogPvl", "attribute_id": "de98e1b8-13be-4813-932d-4dbabbe188f1", "create_time": "1998-11-07T21:46:01.068208", "lists": [ "e22d8b2c-8d32-4fc5-9a79-a356f182d73e", "83aee33a-b918-49c1-8b7c-d0d4d3c8e41f", "07833d96-6df1-4f2c-9986-9d528316d3bb" ], "avatar": "http://johnson-smith.com/", "event_id": "f55a103f-7dbd-4164-92b7-6898aa02744d", "user_data": "robertgomez" } }, { "similarity": 0.536288312436929, "face": { "face_id": "ddf210da-4797-489b-bab9-d1a570d82df7", "external_id": "nERKRTUqfDCdtpIBFFfC", "attribute_id": "6cbd406f-7f08-4379-a53a-00ee0be07391", "create_time": "2000-10-27T01:39:58.103274", "lists": [ "79447ca5-cd75-4c74-bdee-756610ff5c1c", "8fe2077e-ead1-450e-9fb9-c5c3620806cb", "6b2ff8b0-adbd-4676-bb85-2c24c6e7f035" ], "avatar": "https://petersen.biz/", "event_id": "6333ab5d-546f-43ec-bf3b-7d96b7eb3bb1", "user_data": "vhorne" } } ], "list_info": { "list_id": "5686882a-97ae-424f-93ce-521eeeb68964", "user_data": "599 Katelyn Knoll Suite 001" } } ], "url": "https://smith-hess.org/", "face": { "face_id": "05f1a017-f0f6-4b88-af51-a905be343031", "external_id": "bZkVDIsqcqCLdlJWrbTv", "attribute_id": "a2eb5cd7-2f43-4194-9c99-41f79afa59ad", "create_time": "1982-10-28T06:55:19.147283", "lists": [ "945db0e0-7fb7-4b63-b9a0-be6206ac4ade", "386ad60d-4374-4493-9c9b-a2f745d89104", "d25ec1fe-8e1b-4861-86a0-3f9aef9888b2" ], "avatar": "http://gonzalez-james.com/", "event_id": "49ae8e14-6147-491c-b1cd-e25bdb165892", "user_data": "cruzbrian" }, "detections": [ { "filename": "NdUhnCrewbsXHWhzCCyV", "sample": { "url": "https://www.bond-price.org/", "sample_id": "7455278a-9536-4d72-8f13-78fa1e823820", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.588701123859682, "dark": 0.579141727078732, "saturation": 0.824112374166182, "blurriness": 0.46489717143963 }, "rect": { "height": 3259, "width": 7089, "x": 6579, "y": 1149 }, "landmarks5": [ [ 9267, 1262 ], [ 5843, 5247 ], [ 9925, 1005 ] ], "landmarks68": [ [ 6113, 9680 ], [ 222, 5342 ], [ 3169, 1588 ] ] } } }, { "filename": "frDtvNrXEuveJpQyFTDS", "sample": { "url": "http://james-holloway.com/", "sample_id": "4254ff69-db38-4c33-92d2-256857d2cd44", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.39102862822778, "dark": 0.809332546403108, "saturation": 0.488170727227365, "blurriness": 0.775666697881423 }, "rect": { "height": 1536, "width": 9643, "x": 4542, "y": 6117 }, "landmarks5": [ [ 3184, 3466 ], [ 8974, 3670 ], [ 2505, 8269 ] ], "landmarks68": [ [ 6301, 8986 ], [ 6725, 9049 ], [ 7439, 9451 ] ] } } }, { "filename": "sRYtUlNnISWPZrdbMHUZ", "sample": { "url": "http://www.spencer.info/", "sample_id": "308ddbb9-f1e2-469c-8e41-d79945a183cc", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.30884892798152, "dark": 0.416338106410661, "saturation": 0.3456257242081, "blurriness": 0.776034874107785 }, "rect": { "height": 1845, "width": 6036, "x": 6470, "y": 2806 }, "landmarks5": [ [ 7550, 7006 ], [ 2832, 7294 ], [ 7304, 314 ] ], "landmarks68": [ [ 2777, 3026 ], [ 530, 127 ], [ 108, 5468 ] ] } } } ] }, { "samples": [ "aa69d8f5-b742-488b-9574-fbe818fd913c", 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