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": 13, "gender": 0, "ethnicities": { "estimations": { "asian": 0.450846471170854, "indian": 0.721253996010026, "caucasian": 0.370903673647994, "african": 0.89512137076209 }, "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": "https://hull.org/", "attribute_id": "727be39b-af8f-4cdf-b03e-8d90267a89b7", "score": 0.841622817619869, "basic_attributes": { "age": 97, "gender": 0, "ethnicities": { "estimations": { "asian": 0.297099801765635, "indian": 0.15238295786328, "caucasian": 0.304800025417608, "african": 0.82192684196749 }, "predominant_ethnicity": "asian" } }, "samples": [ "58488b2d-7277-4518-88aa-3eaadd22f8b9", "443ddc7e-049a-436d-9a23-bf7b161d610e", "ca38661b-d5f8-492f-911d-00b812aaf4c0" ] }
- 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": "ace05b98-750b-4981-81c5-d1507f6a59d6", "external_id": "GuDNtDjblqQCbmxHMXkZ", "attribute_id": "236e88da-a6ef-4f10-8fb2-47bf1e5d85ba", "create_time": "1979-09-12T18:47:46.250581", "lists": [ "f92741d3-0fad-406e-b5c0-ec3fd04e24ad", "534d7566-7e5e-4cdc-8151-e70e5b79d5fe", "cbe4e3d8-5ba7-4042-8d26-3394b801e612" ], "avatar": "https://www.gonzalez-mckay.biz/", "event_id": "654b39ce-5c33-402b-b9fb-fd1c791845c5", "user_data": "michaelstone" }
- 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": "0c216acc-e329-41be-a16e-68d8c5839423", "user_data": "8177 Jessica Knoll" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.415110139742245, "face": { "face_id": "0fc9e311-50e5-485e-a815-3116f196a013", "external_id": "XnEmcmIfRRKHBcXQQRum", "attribute_id": "b880c6b8-a58d-497e-9d8a-926a2340c174", "create_time": "2016-11-23T02:14:14.063293", "lists": [ "e2426bdb-8a53-4ad2-8e39-ff009c5f3717", "cc146d59-101e-4a0e-ab16-3c99475a353e", "f67e0fa5-921e-4c78-b53f-1fd4eb52eba4" ], "avatar": "https://james.com/", "event_id": "ea827368-13b5-44d0-af0d-d82ca41ad976", "user_data": "andrewfisher" } }
- 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": 0.289886662479114, "face": { "face_id": "16c5f00a-e875-47a2-bb07-b2c00fe8f130", "external_id": "DjitYuzBmsSjeXBGClwh", "attribute_id": "e5ca9630-fc56-44df-918d-29f6d24c85ed", "create_time": "2011-02-10T22:21:38.153093", "lists": [ "aa0d860b-1c21-4fdd-9e14-61ac35ea7dfc", "a87cdbfa-6d13-4be0-ae8c-18ea43c53c0a", "ce7e1438-376e-49c7-8df4-a2cde1a953b2" ], "avatar": "https://www.robertson-moreno.org/", "event_id": "dcba5b90-1659-45b2-afd5-b93e58c82467", "user_data": "mossanthony" } }, { "similarity": 0.14322998035423, "face": { "face_id": "a8619860-8583-4dee-be6b-34c1e806388f", "external_id": "MHWqZCWdQXMxCqnplWMG", "attribute_id": "1f814dce-3df9-4551-949c-a2258de03c01", "create_time": "1970-07-02T09:28:19.459122", "lists": [ "f844d6cb-c1c4-4557-82a7-6ead6de47b57", "2d321162-8630-4121-b227-e3464117f901", "16d8f5aa-0e3f-4aaa-a9d8-037c20095c1e" ], "avatar": "http://www.hill.net/", "event_id": "3660cbbb-56d8-45cc-9b0a-43c90b0ebd95", "user_data": "saundersronald" } }, { "similarity": 0.839823035098263, "face": { "face_id": "62d54424-d855-4eff-8cc2-2dbcafbd69cf", "external_id": "CFZRsKOsxevuhIYhrAFc", "attribute_id": "bae3032f-04b6-4ad4-95e0-9767e0459776", "create_time": "2006-12-21T08:00:43.481529", "lists": [ "42b73157-3a12-434b-9eba-0e69ad09c626", "66f1b467-6431-4643-9403-68a4ecce25fd", "ec087ae8-b63f-418d-bb1c-ad832de6127b" ], "avatar": "https://www.henry-rodriguez.com/", "event_id": "5424dc60-b396-4c57-bf97-94452478ab70", "user_data": "melaniemoore" } } ], "list_info": { "list_id": "c9f14d27-120d-4371-b156-64f0d91a834d", "user_data": "3917 Devon Square" } }
- 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": "57eb4c56-22d4-42c9-b7bb-c542a46872c7", "Luna-Request-Id": "xbvhpNXLfIuEbAfJdwQz", "events": [ { "samples": [ "fdb58fb0-de54-48ad-982b-f68b2fa5606c", "0cd8ad6b-decc-4517-9ba9-44c941dfa333", "84addb1b-f5e6-4632-a6f6-abf1cc5972c7" ], "attributes": { "url": "https://king.biz/", "attribute_id": "dcfd3c25-834c-4ff7-a0d8-a594d273d481", "score": 0.968671191606853, "basic_attributes": { "age": 32, "gender": 1, "ethnicities": { "estimations": { "asian": 0.541208565356702, "indian": 0.513668602782323, "caucasian": 0.335282290894903, "african": 0.575218886197059 }, "predominant_ethnicity": "african" } }, "samples": [ "96bd3aff-78ff-4019-9b9d-7f5534e47e4d", "80aa4a12-f5cf-4afe-bc0e-6b5166689a8b", "0ec7a6c5-9799-45bc-98ac-44d0d5bb6388" ] }, "source": "6178 Michael Gardens", "tags": [ "KZlSgwdPfpvOphbvRYKw", "ANJCgvOpahQxaZeBvxij", "pBMKreRBnHsdRxcyyLGa" ], "event_id": "7dfc15d3-7c62-4b65-9692-b8a7c69d0c8d", "match": [ { "candidates": [ { "similarity": 0.348347851188042, "face": { "face_id": "2a41a4ea-2d5b-4581-88ee-9f4046dc00d4", "external_id": "HFpuovhnOmgankbPlCMS", "attribute_id": "aee105f1-0de7-467c-af22-87e7b04490a8", "create_time": "2013-04-08T04:27:54.744194", "lists": [ "4ff9b23d-9cf8-45b3-a4c4-601d501125d6", "a605e298-f678-4f7b-a9f7-c898b24b3de7", "1aacbe20-1817-4fdc-a644-01b993256d6e" ], "avatar": "http://www.reyes-lopez.com/", "event_id": "6616dec6-9747-49c0-9dbb-83dda7fa55db", "user_data": "mhayes" } }, { "similarity": 0.997319185587865, "face": { "face_id": "85c84dc6-312c-4fdf-9ca1-7b2a0efd3331", "external_id": "SyLkTFEjOsTLvtPBAldt", "attribute_id": "b452561e-e56a-4a56-8fa1-17c6d3d99a1c", "create_time": "1970-07-22T16:40:25.736941", "lists": [ "16ee682b-71cf-40e1-aadc-7e8e1018c3f3", "bfae5a9f-7e76-4c38-b284-f6a6befbe99f", "a1c52afc-66c4-4eb0-a949-ae52536f5a07" ], "avatar": "http://www.mason-hampton.org/", "event_id": "e0a75073-fc9f-4bb5-ae6d-fd0447fb3b81", "user_data": "solson" } }, { "similarity": 0.291393017103899, "face": { "face_id": "e8ad59f2-28ff-42a1-b0cf-e05b37b78a08", "external_id": "tTSWhGpIjteRsXSHYJFM", "attribute_id": "74a9fb7d-5e30-4f3c-9010-db0b4007a8f7", "create_time": "1999-07-21T22:20:53.450942", "lists": [ "2d1429ab-da1b-42c0-95f0-4e507cbba779", "0f3e0b66-9a0e-4836-a4f2-ef5047396eb7", "a4888f81-d3ce-4b6b-8916-2d491a52c4f9" ], "avatar": "https://knapp.biz/", "event_id": "e7523b7e-e9b6-432b-bb19-52aaaa62cc70", "user_data": "melanie10" } } ], "list_info": { "list_id": "cbcb80d6-b912-4973-bffc-4d1eec648e73", "user_data": "2412 Maldonado Vista Apt. 498" } }, { "candidates": [ { "similarity": 0.676751876095014, "face": { "face_id": "b1493a87-c6f9-4bb7-bb51-ba3b54bac2ce", "external_id": "FNsXOohOSrDRyBufXaiT", "attribute_id": "5c942c82-a004-4969-a550-6c48a1313f06", "create_time": "2023-07-27T07:44:11.927685", "lists": [ "39449c3f-a6f8-42ba-9bcc-c9b53e20c2d3", "ebdf9a16-f816-4836-9f4a-da5d5136f20f", "0123287a-ed37-4b97-9900-3541a3073925" ], "avatar": "http://wallace.com/", "event_id": "15dfecf7-d13e-4f7a-abf4-3cfbd9fac50f", "user_data": "michael79" } }, { "similarity": 0.506344853499063, "face": { "face_id": "e7f36533-01ee-4468-ae50-370030eff6c0", "external_id": "KWvGteSJFTcjYCikkdUA", "attribute_id": "49cb7cf3-aaa1-4b51-914c-8c2a1ea9b582", "create_time": "1986-12-29T03:43:57.490188", "lists": [ "059977fc-78a5-4f01-a9f0-1339b0e13357", "7dda53c9-6ce8-4826-8b20-e050847d7207", "624e65cb-6cc3-4fa8-b592-b7c7ebed1f85" ], "avatar": "https://www.mcpherson.org/", "event_id": "50b06673-01ad-4156-9c09-b9768a8126dc", "user_data": "ronald42" } }, { "similarity": 0.519404541410521, "face": { "face_id": "ad927c7f-2760-4996-a922-c9ba2fd96283", "external_id": "lzFyBgnNollCLWrXqJaF", "attribute_id": "66b14c6a-2e21-43db-bba8-1c21cfa951bc", "create_time": "1981-11-09T16:16:37.003415", "lists": [ "b8f608d7-bba4-434f-855d-be46ad1fd91f", "3f9ccd6e-02c5-423b-9ddf-a484496b35c7", "d281c811-c77a-4639-a865-a276d54bd54d" ], "avatar": "http://www.flynn.biz/", "event_id": "651f0503-cad5-4f15-bf96-02d7fcb6e29a", "user_data": "donaldsonmaria" } } ], "list_info": { "list_id": "d4143f69-abf8-4cfa-bea8-6656fc4c2fec", "user_data": "55687 Vasquez Falls Apt. 539" } }, { "candidates": [ { "similarity": 0.464041097548017, "face": { "face_id": "7263bf6f-57d2-4862-afa7-04dde5b6ac7e", "external_id": "OcjukjySGxzFNkmmgHwl", "attribute_id": "c81af8e2-75fd-492c-864f-104f2d5e7676", "create_time": "2003-10-13T22:18:42.647475", "lists": [ "e0d23dbb-57f6-40f4-9203-62659e86b3f9", "8f2b44df-9124-462f-832d-68f16eb4e769", "6b0823a4-d18b-4d4b-989e-1f71fb9f4ee3" ], "avatar": "http://www.hernandez.com/", "event_id": "85c88045-453a-44c0-8617-984b87bfc419", "user_data": "dbutler" } }, { "similarity": 0.75184044966417, "face": { "face_id": "f9b975e0-f5aa-4c7e-b440-cf01c61df273", "external_id": "MyxkdDHinOfwlVTdTKkA", "attribute_id": "cbacb5b1-7f24-4d93-93f2-2e4bb530728b", "create_time": "1986-09-07T15:14:22.089139", "lists": [ "8f80c8d0-0c9b-456d-8b18-b62247245c71", "ba26c502-e61f-45bf-a6bc-d99b007f37d4", "3091f58b-dcf6-4b44-a32b-03093a896f99" ], "avatar": "http://russell-munoz.info/", "event_id": "11c82600-36a6-4c8b-8faf-d4286e5da347", "user_data": "lanejames" } }, { "similarity": 0.903650444250955, "face": { "face_id": "74fc90e0-ebda-4368-8b48-ff944406d16b", "external_id": "nAnfgeVAUzZywFtvlyLU", "attribute_id": "b1c765e6-a380-4578-b824-939f112db532", "create_time": "2000-07-11T19:54:32.691685", "lists": [ "48cb9b3b-aeaf-4e0c-a029-468c8f01d3ca", "178a2d50-a2a0-4a6f-b2a3-f098f40baf0c", "14204ce1-dcb5-416b-8b1d-d2ee87972a8a" ], "avatar": "https://www.winters.com/", "event_id": "92f0c5c1-ed3b-48c3-a4ca-f5571da86570", "user_data": "robert26" } } ], "list_info": { "list_id": "5fe01713-1a0f-4d8e-bd42-905e404c2164", "user_data": "80696 Peterson Keys" } } ], "url": "https://www.ochoa.biz/", "face": { "face_id": "b44a7406-3ccc-4118-bb2d-4d5b859ca65c", "external_id": "YGVskQAGXOSePmPPcXQF", "attribute_id": "3236316e-3556-4312-abf8-12f510eae690", "create_time": "1981-10-22T19:46:29.937500", "lists": [ "39e1b92b-ba71-4610-85f9-c1aad74092c2", "89fe60ed-b116-48ba-ac76-4400129a6d43", "97b449fb-7c6b-4337-8660-ee7b0c1e23ab" ], "avatar": "https://www.david.info/", "event_id": "2fa5c966-c201-4945-b3e7-e7b3d6618d03", "user_data": "ryandean" }, "detections": [ { "filename": "EpGzuJeHRBHrNPMnLObu", "sample": { "url": "https://salazar-larson.com/", "sample_id": "5b844ffa-2379-4435-a4f3-e054219057c1", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.431115069714436, "dark": 0.42501417836977, "saturation": 0.648661551166942, "blurriness": 0.31259649501504 }, "rect": { "height": 4270, "width": 1065, "x": 4310, "y": 9191 }, "landmarks5": [ [ 8766, 9450 ], [ 2405, 1673 ], [ 924, 8368 ] ], "landmarks68": [ [ 454, 7443 ], [ 6327, 3196 ], [ 3344, 4127 ] ] } } }, { "filename": "IbfvGWlonfeHCoyhnMJZ", "sample": { "url": "https://evans.com/", "sample_id": "a5a97a57-560c-4af6-8398-96c59ff906b6", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.966457713376121, "dark": 0.75079950833479, "saturation": 0.111638132061472, "blurriness": 0.839660634060009 }, "rect": { "height": 9191, "width": 9959, "x": 9320, "y": 4682 }, "landmarks5": [ [ 4029, 8819 ], [ 982, 8921 ], [ 1083, 7102 ] ], "landmarks68": [ [ 371, 835 ], [ 3057, 7522 ], [ 9554, 6766 ] ] } } }, { "filename": "NCwVqnqyGgJTHuicXWfa", "sample": { "url": "http://www.hart.com/", "sample_id": "5a0a9d74-c0bc-4e67-a669-9f89e66c4b6a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.76565836546517, "dark": 0.859452229079824, "saturation": 0.256897262085734, "blurriness": 0.62250574436167 }, "rect": { "height": 6270, "width": 2298, "x": 9049, "y": 5445 }, "landmarks5": [ [ 4210, 813 ], [ 8102, 7877 ], [ 6661, 8176 ] ], "landmarks68": [ [ 3391, 7002 ], [ 2256, 9215 ], [ 1930, 6974 ] ] } } } ] }, { "samples": [ "85820032-4a7d-4958-8288-12b4a1abd3fa", 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