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": 54, "gender": 0, "ethnicities": { "estimations": { "asian": 0.340575035180187, "indian": 0.840514655206671, "caucasian": 0.625000187439092, "african": 0.140037807631995 }, "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://white.com/", "attribute_id": "e765f0d9-1815-4cdc-88af-5247496762f4", "score": 0.894300053552174, "basic_attributes": { "age": 90, "gender": 1, "ethnicities": { "estimations": { "asian": 0.365100135106123, "indian": 0.541671872114458, "caucasian": 0.937546131370913, "african": 0.872282245992066 }, "predominant_ethnicity": "indian" } }, "samples": [ "e0862a0e-6d93-43e8-b920-8a3403b66146", "2a29506e-5054-4631-b523-f308c37c7507", "86e0d29a-c877-4178-9f85-4adead0cdc0a" ] }
- 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": "092b3b08-437c-4412-8133-ff62804648dd", "external_id": "kNxlTpkVWYtErHmVDiay", "attribute_id": "f60e0e03-a258-46a1-8bc7-a29d481564e2", "create_time": "1995-11-24T12:18:35.459945", "lists": [ "fddd2b9a-265a-4646-b476-899cdd8e8092", "bf2305ae-0688-434e-9ea1-56548c14d842", "6dbaf26c-9625-4399-8e2c-e11215830417" ], "avatar": "https://www.briggs.com/", "event_id": "7ce49650-7d43-467a-bde7-41e82f5c2468", "user_data": "maxwellbrett" }
- 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": "72b3c508-8675-4d8b-a9b1-38a62b27dba1", "user_data": "3963 Candace Glens" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.856277568038342, "face": { "face_id": "afc28203-493f-4cfa-ac93-bd960cc53338", "external_id": "cIjGoqKVkDhYtvOtkfmA", "attribute_id": "780ed7d6-e9df-49dd-8478-a958eda02605", "create_time": "2020-07-08T10:54:45.290986", "lists": [ "90f39544-b5b6-4888-97fc-591faa8edd80", "b98ca065-3eaf-41d8-8565-9e510dfda883", "3bbf3dfc-2fd9-4a19-b443-c5499e405dcf" ], "avatar": "http://www.mcgee.com/", "event_id": "ff3545c2-398a-482a-aa08-a7284abe068d", "user_data": "jennifer37" } }
- 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": 0.768144642955442, "face": { "face_id": "944b2921-5a7a-42cb-ba21-3dcce1f94bd6", "external_id": "kByzEuwCHcvQDjasvVkg", "attribute_id": "d8ba6924-7968-43b9-9fb3-4b4b6b83b21a", "create_time": "1984-01-11T03:53:36.586003", "lists": [ "c5ceafb9-1f74-4c07-9963-108adad8ef96", "2efe7c4d-7c9b-4b7a-ae81-933497b6451b", "da06ce6b-7ec8-4634-8ba4-77e708ef6c16" ], "avatar": "https://www.phillips-castro.org/", "event_id": "4cf0dc43-4584-4a9e-b3bc-b25f9bb1fcc7", "user_data": "adamgreer" } }, { "similarity": 0.802196166485821, "face": { "face_id": "df72ad75-895c-4edd-9a8a-d2dec54f1104", "external_id": "yPpBHLFSgfMvJBekMYtt", "attribute_id": "c10597e1-fde4-41ec-a649-4cd78789f7ce", "create_time": "2019-10-27T05:23:16.280441", "lists": [ "dd7b6a3c-7091-4a26-8e6d-d90ef4c4c506", "1effb65c-f9fd-499a-b919-840b9af33af9", "918d20ba-fea6-480b-b530-d07f1e989151" ], "avatar": "http://tucker.com/", "event_id": "bd45712a-95d4-4e8c-8e47-cdd5a62952d7", "user_data": "anthony69" } }, { "similarity": 0.321291052584378, "face": { "face_id": "ecc49b17-7789-4aa8-bddf-d5c7484a05e5", "external_id": "mHCyAXrMUeOuBgoCNWIi", "attribute_id": "a0ac6c6d-6d5f-4794-80e3-17ff99edc6e6", "create_time": "1981-11-20T12:02:39.013309", "lists": [ "57f15eb8-d87a-4cef-92b6-7d82253f6e8c", "c1cdea02-2a38-4175-bedb-21086036f56d", "356f1a04-737f-48fd-90a6-d3e9290f8ec0" ], "avatar": "https://www.jones.com/", "event_id": "06e503c5-588c-467f-9c49-8913f3651a42", "user_data": "jackie89" } } ], "list_info": { "list_id": "a45a495b-0e03-45e9-98c6-99d119285328", "user_data": "7965 Julie Place Apt. 958" } }
- 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": "fcbf52cd-8872-4750-b046-0ad9600d21bb", "Luna-Request-Id": "UNqcERnUNFlUFdZuiZUF", "events": [ { "samples": [ "f383684a-a2e6-4d7a-8558-7db16738a4d3", "2cc3c5ea-e172-4189-9351-172da5a3c1bb", "fe4bb5cc-5ce8-4318-aa23-4a37716a4d49" ], "attributes": { "url": "http://www.flores-henderson.com/", "attribute_id": "a9821859-8c44-4447-8739-54fc0fb799de", "score": 0.69756264041439, "basic_attributes": { "age": 75, "gender": 0, "ethnicities": { "estimations": { "asian": 0.583578585826767, "indian": 0.961484896490571, "caucasian": 0.539745683729758, "african": 0.124402702739707 }, "predominant_ethnicity": "indian" } }, "samples": [ "59cf0a33-0422-4525-80ed-a881be3ee317", "6179364b-f259-4cc9-9844-9ff8c578ab42", "86b68b77-f936-43e3-9a8d-b323a8d4d759" ] }, "source": "0207 Allen Cliff Apt. 917", "tags": [ "HUZADObWLHvlQcorKRxr", "CrMVGeFvsLLGIpXQFwha", "jRLkmBVTEihUQEdQMjKI" ], "event_id": "f63aa51e-cf48-4d80-9cb7-43602279a002", "match": [ { "candidates": [ { "similarity": 0.640365254098061, "face": { "face_id": "f906cec3-2543-41dc-98f4-dbcc2e393efe", "external_id": "ztDbRXpQfTJIjDEHdtEg", "attribute_id": "512b9415-e92a-4f6c-9ac3-2818919bd11f", "create_time": "1986-02-20T04:33:34.413389", "lists": [ "3525e5e3-4083-466d-838d-af4c67a31175", "f40a5115-f14d-486d-97c2-f106079bfce3", "7d1e9fc0-5b4f-41da-83bb-9e0118a9c823" ], "avatar": "https://cobb-edwards.com/", "event_id": "714b9378-01df-4392-be8e-e1d44b2007d2", "user_data": "jillhenderson" } }, { "similarity": 0.554486379727423, "face": { "face_id": "8cd99bf4-d7f8-44f7-861f-8358633eb98c", "external_id": "drxzGhdvIXrUcAqNjYbC", "attribute_id": "42652f11-3382-4fe0-beb8-dadef7480c86", "create_time": "2001-12-28T13:56:07.154156", "lists": [ "0e2bbc48-9236-4f42-93b3-72b82b046c30", "1ce34aae-685e-4840-a1e5-2f183a1aeec6", "25b0ef4e-0533-4535-8f8e-d0569016eb40" ], "avatar": "https://www.freeman.info/", "event_id": "3ee5bd35-b249-43ad-8de8-e1f2b3632784", "user_data": "hutchinsonmichael" } }, { "similarity": 0.582068694533436, "face": { "face_id": "e3b88757-2e78-4413-95ad-93cb6bbac571", "external_id": "DgFeFMDkZsztrCTfTNNN", "attribute_id": "29ce46d1-0e85-4757-a735-6db49dd8a50a", "create_time": "2022-04-30T20:38:19.543281", "lists": [ "31d8374d-c816-49d8-8a1d-a1ef386c18f8", "d97ffc8f-6a90-497d-a1fe-dcb5e4ff053b", "0dbe30af-2fe1-4cb5-bfb8-c0aea2d29c90" ], "avatar": "https://www.fields.com/", "event_id": "fe729b08-b9f5-4a1b-8597-660efceda587", "user_data": "michaelpierce" } } ], "list_info": { "list_id": "ec2d6c0f-0ece-4a2a-9ff3-8754dc903801", "user_data": "517 Reed Harbor Suite 626" } }, { "candidates": [ { "similarity": 0.92783814945311, "face": { "face_id": "273ab67f-6e61-40f3-8f49-eb1ce3ea5da4", "external_id": "wlXRiRNDkmwilWobhiqI", "attribute_id": "47ebd39d-05e4-4a21-8448-4879d8ba3d2d", "create_time": "1984-07-06T19:20:46.376611", "lists": [ "3b6b8214-ffb7-4702-9ffa-7cda8e2cb572", "27c9df80-e34f-42d3-abcb-c6915aaa0959", "727d24da-485f-469d-9294-837ded805f33" ], "avatar": "https://webster-bean.com/", "event_id": "90e84bc9-0da1-4d1c-8883-c79ed4b4a596", "user_data": "thomasgregory" } }, { "similarity": 0.957257839984635, "face": { "face_id": "f43e3d98-b68f-4d0f-a81f-18694ae68f72", "external_id": "apodPUESxJfMkGiipwYl", "attribute_id": "6085916f-de34-4c07-9bc8-6e99b8c46f8a", "create_time": "1977-07-30T07:09:56.286566", "lists": [ "68f86192-a72a-44fe-a9ab-896782ce0288", "35c56d8e-d6d1-4bc4-a143-8509cc4c2a32", "efb64795-bde4-4b7a-b1a1-151460c36f1c" ], "avatar": "https://prince-huerta.com/", "event_id": "40e78d1d-53a1-4aa1-908c-d50749f357fa", "user_data": "joshua78" } }, { "similarity": 0.758930211439233, "face": { "face_id": "83a8d1d0-f4b1-4b7e-b815-cbbab697cc24", "external_id": "iqhNknEdhlEjaPzLSUYT", "attribute_id": "4e491c9f-a892-4f79-a05b-80f9622becf6", "create_time": "1996-02-21T01:47:42.393341", "lists": [ "2e697d57-af97-4539-ad40-04989e8352af", "bf118138-4098-4cd6-bbd2-48de1508622d", "f3062ffa-91f1-4b9a-9691-fad623388d24" ], "avatar": "https://www.jenkins-mcbride.info/", "event_id": "cdc6e016-5637-4494-bc65-52705c77b79e", "user_data": "gilbert37" } } ], "list_info": { "list_id": "a1770067-22b7-4f72-b301-f018e6b8fe37", "user_data": "6933 Rowland Cliffs Suite 879" } }, { "candidates": [ { "similarity": 0.574456174313683, "face": { "face_id": "48ae8f22-c4e4-494b-82e6-4c7c8508ce72", "external_id": "mjFNCDUTcceDTSSHjrYJ", "attribute_id": "03936df1-ad8c-4884-a178-e44bdcb2d0ee", "create_time": "1985-11-10T22:31:58.209493", "lists": [ "0a3dcea3-3896-4244-96de-15066bf71854", "56b8d0dd-79dd-401a-82c3-5e6b914f1fef", "f7af2e94-4808-41e6-b86a-89cebd7ebfe2" ], "avatar": "http://www.villa.biz/", "event_id": "7eceae96-fb05-4755-b05b-db5faca20dcd", "user_data": "randall26" } }, { "similarity": 0.837432320906325, "face": { "face_id": "8b2416ab-b056-4d34-8c1c-819d976ed194", "external_id": "OqBYhVIRWYMaMwikLgZe", "attribute_id": "431ac88b-90d3-440d-850d-9494decca892", "create_time": "2001-02-25T18:36:00.541770", "lists": [ "933c3eac-4c99-437d-b8be-4cd8cfed1707", "69c6e73e-9d99-4119-a5d2-21661617820b", "496725c4-8629-4e14-af5e-a5508b47c838" ], "avatar": "https://williams-johnson.com/", "event_id": "a1014484-fc12-4746-a0f9-e09510e1fc82", "user_data": "patrickdavenport" } }, { "similarity": 0.869849592934106, "face": { "face_id": "394fd108-a3bc-421b-88b4-a3d834282af1", "external_id": "gHLbEQEGmReUkVgaHMNd", "attribute_id": "922a2492-afbb-402a-a07b-376e9c939a70", "create_time": "2012-11-20T04:56:17.262023", "lists": [ "f5eab439-93bd-41ef-9300-fe0ed77d73a2", "639aa771-056c-4f9c-ba99-188cdd6b6cd1", "2baab205-6c0c-43b3-9f1b-857172453574" ], "avatar": "https://www.miller.net/", "event_id": "b27e8b58-8a22-4675-8878-f64dde8e1314", "user_data": "iharris" } } ], "list_info": { "list_id": "91af7d25-10d4-4c17-b787-3ed967a55148", "user_data": "9988 Thomas Glen Apt. 967" } } ], "url": "http://hamilton.biz/", "face": { "face_id": "bacfe7c6-a954-49a7-94f9-7c763cd20aad", "external_id": "poHDbMDlvSDatjMBSfwp", "attribute_id": "4980f0c3-713d-4bed-8547-7076bd73d278", "create_time": "1993-08-26T05:55:26.025746", "lists": [ "3874daf2-42be-4596-ab06-76aeb7ec46af", "d25728ff-a704-44c2-b963-35d4f6e5ce9f", "d051f3a3-5c8d-4f39-82d2-fa399fa0c6ef" ], "avatar": "http://jacobs.biz/", "event_id": "26cbacfe-d636-4997-b0b9-ef74067cb0fe", "user_data": "ccarrillo" }, "detections": [ { "filename": "WKWJckCpCiVROmJBbIrk", "sample": { "url": "https://gomez.com/", "sample_id": "28a7a282-1fb7-430f-bc02-c1739e474357", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.490048317215182, "dark": 0.795731988575463, "saturation": 0.630502305062328, "blurriness": 0.29491882732599 }, "rect": { "height": 3977, "width": 2675, "x": 2335, "y": 9256 }, "landmarks5": [ [ 9312, 2336 ], [ 911, 2309 ], [ 4819, 3680 ] ], "landmarks68": [ [ 5386, 1990 ], [ 6359, 5342 ], [ 6071, 5489 ] ] } } }, { "filename": "ZtvsAGPaHNOuXMNmXInr", "sample": { "url": "https://www.richmond.com/", "sample_id": "10d8de55-5190-4392-b072-a2171ef25530", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.98019927692538, "dark": 0.611486063732514, "saturation": 0.130104828846187, "blurriness": 0.902443342941671 }, "rect": { "height": 424, "width": 6154, "x": 1372, "y": 7945 }, "landmarks5": [ [ 9581, 3289 ], [ 674, 4482 ], [ 800, 5617 ] ], "landmarks68": [ [ 4411, 5249 ], [ 2184, 8411 ], [ 6987, 8489 ] ] } } }, { "filename": "hTGIQhRQuRiifKUDlGtG", "sample": { "url": "http://www.james-gates.org/", "sample_id": "5a975300-e4e9-49d3-ac11-310fc692f6a6", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.394178513497244, "dark": 0.317160259571373, "saturation": 0.792411519138771, "blurriness": 0.100369485313203 }, "rect": { "height": 1482, "width": 466, "x": 6530, "y": 11 }, "landmarks5": [ [ 4659, 328 ], [ 3888, 6215 ], [ 8926, 2715 ] ], "landmarks68": [ [ 3123, 4319 ], [ 5269, 4210 ], [ 7819, 7593 ] ] } } } ] }, { "samples": [ 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