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": 71, "gender": 1, "ethnicities": { "estimations": { "asian": 0.97812360898479, "indian": 0.182703800087017, "caucasian": 0.791552709803635, "african": 0.564600812748382 }, "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://www.farmer.net/", "attribute_id": "a9ba097b-e517-4e09-8a23-65a95035acd2", "score": 0.9221355897809, "basic_attributes": { "age": 15, "gender": 1, "ethnicities": { "estimations": { "asian": 0.639919983876701, "indian": 0.976522705393849, "caucasian": 0.704265878282054, "african": 0.672957572989253 }, "predominant_ethnicity": "african" } }, "samples": [ "0e331cb5-52d0-4f13-9bee-119bc2e1faf7", "1bf6c05a-1cd3-44cc-98ff-9383c7fe55cd", "ee1130b0-77a3-482a-915b-a7fa3ce69888" ] }
- 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": "4d2caba0-8b41-4284-bf34-be0beb858804", "external_id": "CJALYbIAshwLNpCCvkxu", "attribute_id": "1f236f93-5d8a-4d6c-9cc5-ebbb9ece426a", "create_time": "2014-12-06T18:44:10.466873", "lists": [ "10a635a8-e4ba-450c-84dc-d91bbc569e10", "1f0dcdd5-3326-47cf-9cbc-eb74ed8e2aa0", "2a862be5-e578-4f57-863f-2f98024923d6" ], "avatar": "https://carter.org/", "event_id": "40e09216-5344-4e47-a3b7-7763b6c259a8", "user_data": "gilbertabigail" }
- 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": "81fe893c-0a98-42dc-b02a-e8db8e25c9cd", "user_data": "24345 Matthew Isle Apt. 075" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.775717844520416, "face": { "face_id": "a612865c-d0bb-422a-937b-0e1855fe789e", "external_id": "FhrFBtauwkKsTwLRavId", "attribute_id": "f58e69fa-82f6-4be8-9526-93112d872f5a", "create_time": "2016-03-31T09:22:46.330947", "lists": [ "ea2c0709-c0c9-492f-9f75-186b6ed42f31", "4f55d276-17cb-4a0a-910b-9114842eae9f", "cc21ef77-b319-41e4-9e98-baf4d5d44370" ], "avatar": "https://brown.com/", "event_id": "e0a5d9b9-0692-4e90-8f01-3ce5d09f2491", "user_data": "dabbott" } }
- 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": 0.99229074515963, "face": { "face_id": "846ddabd-f4e9-42be-86bd-53412245a375", "external_id": "KorVhyVctBbNFKbpIBua", "attribute_id": "bcfc4efe-a479-4260-9020-a2f7466d78aa", "create_time": "1988-06-17T05:05:05.296697", "lists": [ "b9fb4667-8409-4bcf-89cb-1310ea8c27b8", "d85bd119-9d70-410e-839b-68e6b28b8efb", "39dfff7a-5c06-4dcd-b72d-15daa652aa5c" ], "avatar": "https://smith.org/", "event_id": "59536d45-9ba9-4720-a299-695eedbeead1", "user_data": "sanderschristopher" } }, { "similarity": 0.421486142499936, "face": { "face_id": "f0ffeff5-9636-4a65-a199-d8cb761fadc0", "external_id": "lzpwAusAUrvXjUUJfdZq", "attribute_id": "33c7ac52-4892-4be3-9d89-138f80345b68", "create_time": "1975-08-12T23:04:53.511891", "lists": [ "7396f0be-18f5-4817-b4b6-5282303c8746", "6f0f5ce8-ecb4-418e-a040-c866bd4ceb13", "893efddf-1ecb-4aea-b1b2-bcc73377ed22" ], "avatar": "http://www.robinson.com/", "event_id": "5e3f0fb9-e538-4583-b1b0-4c1419e93cd6", "user_data": "noahluna" } }, { "similarity": 0.82374685326628, "face": { "face_id": "20e025cc-2281-4cd2-8ff9-80d78dd48090", "external_id": "BZqorJaUtwzkksSzhVsx", "attribute_id": "e18880b4-19bc-4cd4-a98e-1bd086fdfac7", "create_time": "1985-07-30T22:12:15.158622", "lists": [ "bce4f3e9-1de3-450c-bdb4-a5d78b9fa9f1", "b0307f77-75e8-4552-a043-4d569971d30c", "a628d4d6-6a8b-440a-91f1-728967c254ac" ], "avatar": "http://zamora-porter.org/", "event_id": "0245f9a5-cc2f-4e86-b378-18728fee8a89", "user_data": "amberjohnston" } } ], "list_info": { "list_id": "c63fd3d9-baad-42fc-953e-762fb2c12c56", "user_data": "61842 Martin Road" } }
- 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": "2b2df436-c757-4573-a4cd-3508ff1e16ef", "Luna-Request-Id": "JcpgQWGBkyiFGBqNojMJ", "events": [ { "samples": [ "e766d88f-2e4c-4e5b-9ad9-1c010a46cb80", "5600b990-2026-413f-90d3-f6390e869e9b", "bcba3c93-4fa6-4cc4-9dcc-6c18948a6698" ], "attributes": { "url": "https://allen.com/", "attribute_id": "c5a15307-619d-4f09-b915-276f5e912316", "score": 0.27515040592071, "basic_attributes": { "age": 63, "gender": 1, "ethnicities": { "estimations": { "asian": 0.512843558547415, "indian": 0.523703679625569, "caucasian": 0.400523261766216, "african": 0.407116282446631 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "f1457f08-4009-41b0-ab76-fc98f6ac7e6e", "fa7fa3b3-df89-46e3-ab50-30ed776d2cf3", "74a69ee6-9a28-44e7-a512-d1a49d57ad71" ] }, "source": "102 Kristy Cove Apt. 973", "tags": [ "TjnwtFcgjyOaxVYZlhbf", "tuhJqZBnpJQGnICODlqg", "wtsQRytGWhcjymXmEGZW" ], "event_id": "a41dce1a-7fcc-45ef-87d2-eeb9e90802f1", "match": [ { "candidates": [ { "similarity": 0.513574946475084, "face": { "face_id": "bbf7d9d0-e682-4fbc-90d1-cc472d5263b6", "external_id": "vSWcRfQpXICnIzHpIxjy", "attribute_id": "d0724042-b97c-44b6-8f87-3be74140c682", "create_time": "2010-11-26T21:57:52.556855", "lists": [ "d2f40840-b18c-4a14-9de6-ae1bf6668910", "ff4d82cd-3c83-46b4-addd-ced88e676390", "597ecb30-1c26-402f-bdb0-0a6a82135303" ], "avatar": "https://www.jones.biz/", "event_id": "545fcab1-3848-40c7-90fb-069c9556d365", "user_data": "riverasherri" } }, { "similarity": 0.207717396976567, "face": { "face_id": "c3bccf96-ec8e-4ed9-9c29-0bfbba9e12cd", "external_id": "koyoqppgIAtYfKOGmlyX", "attribute_id": "25a56f24-3071-438a-a2ec-3aed22d80167", "create_time": "1972-11-19T15:24:40.647539", "lists": [ "b602c1ab-29c8-499b-a07e-b162160d42fd", "d563cfea-e780-4d1c-9973-dd7e81537fad", "ee80ab13-ceab-4cd5-9a23-2ab3e286a814" ], "avatar": "https://www.hodges.com/", "event_id": "56c73f56-ba70-49db-bb00-256603583798", "user_data": "patricia51" } }, { "similarity": 0.228000700630209, "face": { "face_id": "911960de-4279-4719-8eca-d0a1e2c8df80", "external_id": "CYgEepQjAeBPTbdMQNiQ", "attribute_id": "44a91a6f-69e0-4b36-b7e7-aa06f3a0a6cc", "create_time": "1981-09-08T00:21:00.241939", "lists": [ "9445384c-c911-401a-a9cd-1af043f0e542", "ae95b320-43ef-4a18-b71a-d33d4f0a3b3a", "f1854284-77da-4912-a252-6f6fb37de4ab" ], "avatar": "http://www.johnson-day.info/", "event_id": "44a1a92f-d099-45ba-a66b-9e067c74ba7f", "user_data": "adam01" } } ], "list_info": { "list_id": "335ddc51-5baa-4c07-b260-60c8d743bc02", "user_data": "46944 Brown Turnpike" } }, { "candidates": [ { "similarity": 0.414828829665044, "face": { "face_id": "0ef3a6b6-23b4-4348-a705-dd64552c9820", "external_id": "tAhcCOHeQIjHCdGZFJvw", "attribute_id": "5edde7c6-6b50-41fd-a8ea-410b4c951549", "create_time": "1992-10-08T16:01:50.264310", "lists": [ "30df02a6-5a48-4777-866e-53992a351a73", "d02ccf45-380f-4d5e-96bf-0c1d024491a1", "6def43d3-de98-48f0-b15b-9923e6e1befb" ], "avatar": "https://www.hart.net/", "event_id": "14a3e8af-91a8-42b0-90b1-41a49d34004e", "user_data": "cmendoza" } }, { "similarity": 0.456171083777206, "face": { "face_id": "6d4f5f33-1532-4f1a-ba22-20858a87ba6d", "external_id": "KQkKEKeSzezfKdoioNGJ", "attribute_id": "e21c52db-caf0-4c47-9b87-57a410b10ed9", "create_time": "1987-01-16T09:19:33.375511", "lists": [ "58ecda71-b75d-4697-a79b-df421c57baf1", "15cdf19e-4cf0-4dcb-8385-06cc2f9fcbb6", "5ac8e27a-a60a-4798-b66b-2ad997aa167e" ], "avatar": "https://dunn.com/", "event_id": "3feaa826-3af2-4ec2-99f4-fd6f9b6cd521", "user_data": "sawyerchristian" } }, { "similarity": 0.10836045031728, "face": { "face_id": "563e4d1e-45b1-493d-b548-99914ed08170", "external_id": "NVPRqXQuAVHtCXmnfiDa", "attribute_id": "412c37f0-335f-4e14-8703-aedbfd108dbf", "create_time": "1971-05-03T14:18:01.840779", "lists": [ "b25267ae-2b9c-42b2-8b22-9fbe0b87176b", "c8d89c73-e61c-4c4b-bcab-907dd69a9bc6", "3536c81f-bca1-4002-a64c-d19e33f9e577" ], "avatar": "https://www.crawford.com/", "event_id": "4a47e8c4-6a64-45e1-a22b-289fa93534cd", "user_data": "alyssa03" } } ], "list_info": { "list_id": "6c443a99-70a6-427c-bb16-0b5161167bfa", "user_data": "7981 Sara Fall" } }, { "candidates": [ { "similarity": 0.22446754821207, "face": { "face_id": "9e90ef1e-55c9-430f-8a0d-6f9d095bed63", "external_id": "foupznkxAUPxZWJNyXlP", "attribute_id": "23eaffa1-298e-40ff-b0c3-7b56d978414c", "create_time": "2003-05-25T20:55:30.403267", "lists": [ "31e456c0-2837-408b-97a2-5a24eeb9e23d", "5dbb4fc7-f7c7-4615-bd28-e21f0f524f68", "57a12daf-2cf0-4be4-a824-a1d19de694a9" ], "avatar": "http://bell.org/", "event_id": "fd608b34-4462-4165-8ed7-ccd6d6db0d71", "user_data": "tgarcia" } }, { "similarity": 0.988392072069196, "face": { "face_id": "a717614b-4f9f-454b-baf1-38c854049b6f", "external_id": "CDeHSRUlKQHgCBqhVXgv", "attribute_id": "95dd27bf-db27-4d7e-88d7-951f281a4c30", "create_time": "2021-08-29T09:50:36.847539", "lists": [ "748fd27a-6a59-4b83-82b7-07b141c66844", "7dc992e6-06b9-4b88-a63e-ff891adf97d2", "9f370828-5f11-4eee-bd62-640cc958dcdd" ], "avatar": "https://www.collins-buchanan.org/", "event_id": "eccc2b26-30fd-492b-8cff-d5a003dc58c3", "user_data": "adrian40" } }, { "similarity": 0.601803999290848, "face": { "face_id": "bae46fba-ed76-48a0-829e-9474acc030b4", "external_id": "dyMmOqwDsUNHLXyZtgZW", "attribute_id": "6d359c32-6238-439e-bd9a-af05d546633f", "create_time": "2023-10-06T01:04:22.818951", "lists": [ "39c0e538-b0dd-440c-840e-6c0e3453b925", "e8d43f50-54bb-4a0f-8b2f-5d4b56e75316", "0bfb8a82-e9af-41d4-b23b-d5b9818c7834" ], "avatar": "http://www.price-gomez.com/", "event_id": "a80455f6-15df-4d55-a4a5-9cd7bff2e9b2", "user_data": "cgomez" } } ], "list_info": { "list_id": "41276d97-70c1-4d8f-a69c-685ff57f1d72", "user_data": "519 Randolph Ridge Suite 987" } } ], "url": "https://www.hoover.com/", "face": { "face_id": "33019b24-887b-4c17-a56a-eb7c1e6a7686", "external_id": "VMhvpDVeZxCVQxqaNUvx", "attribute_id": "314f49ec-9ba3-460d-8fb9-26faffa84886", "create_time": "2006-05-15T13:11:19.378954", "lists": [ "77f494bd-7311-43eb-a686-c6d050bb13f5", "cb9cc3fe-a9af-430d-acaf-69639121b06b", "ad6c5bd5-e2a5-4d5d-ade5-76de993d942e" ], "avatar": "http://www.gonzales.org/", "event_id": "d482e210-0b22-43d7-9f1b-5a88cda66610", "user_data": "cherylgonzalez" }, "detections": [ { "filename": "ViTyBlqbcSXuhbFpiVJg", "sample": { "url": "http://www.porter.com/", "sample_id": "1b03f99e-99df-419b-8ff4-0e1b08e87b1d", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.60876397022071, "dark": 0.309601453622487, "saturation": 0.596196700040521, "blurriness": 0.673774002227864 }, "rect": { "height": 8983, "width": 2217, "x": 4211, "y": 3159 }, "landmarks5": [ [ 4261, 2664 ], [ 6611, 8717 ], [ 5363, 8074 ] ], "landmarks68": [ [ 2894, 9202 ], [ 4282, 6954 ], [ 7894, 8854 ] ] } } }, { "filename": "NUYtrZSbJpLMYhkZMUqq", "sample": { "url": "http://www.perez.com/", "sample_id": "0065ad44-5c58-48e2-a3e2-e43ec260145e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.887695267162415, "dark": 0.394757072280194, "saturation": 0.349352505630433, "blurriness": 0.236067502852614 }, "rect": { "height": 5199, "width": 9909, "x": 8346, "y": 460 }, "landmarks5": [ [ 8152, 5281 ], [ 404, 5333 ], [ 2952, 6437 ] ], "landmarks68": [ [ 6219, 8348 ], [ 3859, 813 ], [ 5574, 2830 ] ] } } }, { "filename": "YjksrAfjBjspCdAnaxKs", "sample": { "url": "https://riley.com/", "sample_id": "570e3342-bb0e-4d64-a606-e57d37057fad", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.253851099181794, "dark": 0.733058587813389, "saturation": 0.980052564090938, "blurriness": 0.211412018318192 }, "rect": { "height": 5126, "width": 4662, "x": 2979, "y": 3731 }, "landmarks5": [ [ 1560, 7299 ], [ 6163, 5328 ], [ 7971, 3360 ] ], "landmarks68": [ [ 24, 7817 ], [ 3004, 4845 ], [ 8103, 8040 ] ] } } } ] }, { "samples": [ "9a4a5776-00ad-4fe5-95d8-126d45762502", "957f6106-a35a-4b05-a20c-2fa410645e69", 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