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": 27, "gender": 0, "ethnicities": { "estimations": { "asian": 0.73048718436559, "indian": 0.602817208604651, "caucasian": 0.527579863139407, "african": 0.498282611894854 }, "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.ramsey-townsend.org/", "attribute_id": "bc4c6dbc-04ad-4501-a45e-712e57ae23c5", "score": 0.711487709281446, "basic_attributes": { "age": 49, "gender": 0, "ethnicities": { "estimations": { "asian": 0.335504952260557, "indian": 0.995393606563019, "caucasian": 0.339770508075246, "african": 0.751371071518662 }, "predominant_ethnicity": "asian" } }, "samples": [ "ebaeaf37-b291-4bba-ab0a-b86165b05efd", "b55c19d8-c861-4887-b6a5-fca72158ef75", "069d1190-e49e-403f-aa35-cde434de2020" ] }
- 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": "222a93c5-ef8d-4cb3-be75-3fa8dd5992e1", "external_id": "MqRjDxgwgioYyDccTkIP", "attribute_id": "9629e7d1-3630-4a9e-81c4-a6d413bdf8d6", "create_time": "1986-07-22T04:40:18.373950", "lists": [ "c63fd096-02b3-4d7f-8ddf-f9b1b4126cf1", "84d7fcab-d65e-41e6-ad71-f3757eba7e64", "b8d1ca7c-b75b-416e-8ff4-5885a02aeb42" ], "avatar": "http://avila.com/", "event_id": "75319e4d-1d0b-4fb0-a5a2-3f86ec112e65", "user_data": "kristyhopkins" }
- 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": "dd7dfa7a-003a-4d32-b3ee-b164231200be", "user_data": "312 Garrett Passage Suite 638" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.722216811013162, "face": { "face_id": "49fe254d-5427-4c1e-a589-08f80366962b", "external_id": "JqLSAOyTUfSFWOntSdTz", "attribute_id": "b5f887ee-75e7-4f01-9a60-e1eb5ebfdcda", "create_time": "2008-08-17T06:18:06.770307", "lists": [ "5599476b-8475-4cbd-9710-3b1d6a240763", "98cecbd6-61f1-46ec-b71f-4826ea8778aa", "1dc2ce24-8767-47fc-bd01-a093c7c89def" ], "avatar": "https://spencer-lee.com/", "event_id": "88281441-571a-461a-9e6a-1728b773e4f6", "user_data": "austinjones" } }
- 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": 0.49619468479128, "face": { "face_id": "c5aa00f1-36af-4f8c-a9df-bc22013a3931", "external_id": "xexmEPZbgYGJaDXHVzcA", "attribute_id": "519e1d62-31ea-4ca6-bc90-627ebf6b22dc", "create_time": "2005-07-16T06:54:04.947530", "lists": [ "b67bf6b8-286f-460c-a897-9384c88a380a", "07c3f4c1-c01a-4dbb-ad38-cfb9435bdcde", "c830b274-9792-4c12-9577-f3f33af825c8" ], "avatar": "https://jackson.com/", "event_id": "9e7cf637-2b57-4f88-b701-1fcdba38b76a", "user_data": "christopher22" } }, { "similarity": 0.720257273317734, "face": { "face_id": "88c03ab4-bc45-4117-935a-2b26357cc147", "external_id": "dmiNycgLyKJVWFGlYmIc", "attribute_id": "2157354b-87d6-4b8f-82f6-b1fed6545e2b", "create_time": "2024-10-19T21:42:57.151503", "lists": [ "643f76bd-b9b4-474b-b2fb-0251cb68d848", "e2ce7a72-8f69-4304-a2df-9810d268d7fd", "d77e8115-9c11-4a22-ba43-8aef83b1ba3a" ], "avatar": "https://kramer-fox.net/", "event_id": "008a96bb-cf27-4d59-8599-018cdff5880f", "user_data": "david51" } }, { "similarity": 0.575975463955334, "face": { "face_id": "8d521df3-10cb-4496-a3b8-9828c0bc15c9", "external_id": "ACnxPxerrRvPCoHCaElM", "attribute_id": "4f0c632e-0324-4a22-a474-3f1338b3fcb4", "create_time": "1990-08-10T12:31:50.631834", "lists": [ "c223a06c-d34c-4035-a04f-23faf851e39d", "4282fda6-7691-4122-9b66-b9ee0761a967", "d8f64af5-4da3-44eb-addc-53bf55ddcbdf" ], "avatar": "http://www.taylor-cox.com/", "event_id": "eeb1ff22-019f-4064-8649-19367a105668", "user_data": "rhondaprice" } } ], "list_info": { "list_id": "1bfc77a5-f1b7-4e39-827f-a8aa4364e887", "user_data": "6280 Davis 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": "7e29f158-8fe3-45d2-b70a-1eb1f1ea1fa2", "Luna-Request-Id": "ebLpRvGBvlBJYMSbLiHX", "events": [ { "samples": [ "4c457626-ef1b-4185-8555-7248165d2415", "50f813f6-6cde-499a-b51f-5c5904acedbf", "73be013b-2199-463d-8313-12b1c04c7571" ], "attributes": { "url": "https://harris-wagner.info/", "attribute_id": "dc461977-5118-4902-a4ad-8b7462dfa351", "score": 0.404336329245556, "basic_attributes": { "age": 87, "gender": 1, "ethnicities": { "estimations": { "asian": 0.584533833132526, "indian": 0.584627802954827, "caucasian": 0.891339339661858, "african": 0.997091697287408 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "85712179-120e-4209-8f0d-0951d516c43d", "e561e83c-a28c-4beb-9af8-c7c9636b02d0", "2a80bdaa-453e-43f6-89c4-b417edcedecb" ] }, "source": "28458 Leonard Stream", "tags": [ "GIGdkHOUJVZNbwDVLsyJ", "PZMyNXrmfhzycCxpAmkD", "xBtTWCKoUACZFsjMxzpZ" ], "event_id": "8d890d1a-58a4-4245-bf7a-da16a0a9584c", "match": [ { "candidates": [ { "similarity": 0.21741600768571, "face": { "face_id": "52eb01b6-0889-496c-a27f-c415a6bfd8f5", "external_id": "TVkkuBnXPCExpHNsXkfg", "attribute_id": "5fbb63f4-35af-45a0-955d-8d0057bc896b", "create_time": "2009-02-13T06:54:14.701515", "lists": [ "1ecf99fa-7fc5-479c-80bc-4bd861a278cb", "0031a088-f517-4bc1-83d4-fdf2f44f3aa7", "947ac1bb-83b4-4be2-834b-60f59af3a139" ], "avatar": "http://powell.com/", "event_id": "ad361a77-0191-4230-970b-ca61d5064576", "user_data": "michaeljames" } }, { "similarity": 0.929003233986878, "face": { "face_id": "f7604a53-eb0b-4e91-bc59-cb0f4b6a15db", "external_id": "cAunUwIKHhjkzedIYABG", "attribute_id": "d8a0d52a-c4c5-4b1f-b818-a608e12bb476", "create_time": "2008-06-15T12:44:45.791123", "lists": [ "0023b56a-81cf-4cce-adfd-5b495946c7d4", "27c3f80f-d7da-42fb-bcb0-c8ab1127db4f", "bb5da177-e8cb-4ef9-b209-8d2c698c08c6" ], "avatar": "http://www.smith-cohen.biz/", "event_id": "7226bf03-1570-496b-abfd-a9ad463de17f", "user_data": "ujacobs" } }, { "similarity": 0.790826977701985, "face": { "face_id": "3cf22e8c-e1a5-40a2-9084-047e958f70e6", "external_id": "EhFMZOEpvCWZnSIjYWDh", "attribute_id": "d3d1d603-0e68-46f7-a453-9f4c893f0239", "create_time": "2001-11-06T11:51:55.658991", "lists": [ "7c3e90bc-467e-4b2c-b345-599554a190ca", "cd60b87c-ad4f-4236-a93a-8a221ecfb87d", "320961e8-d143-4644-9c27-6a53f67667a9" ], "avatar": "https://hernandez-davis.info/", "event_id": "9b14cce5-c854-4c37-9797-89af17dda260", "user_data": "kennethwong" } } ], "list_info": { "list_id": "13170037-de1f-4943-9d60-3a8eeb7fbe91", "user_data": "4287 Lopez Ville" } }, { "candidates": [ { "similarity": 0.931605226226821, "face": { "face_id": "ffd2049f-a992-4481-9dd5-0123c737d775", "external_id": "obcnyfFMZFAHFZQkUkku", "attribute_id": "6321cb0f-7dcc-4ff0-85a2-05251d7206a6", "create_time": "2013-07-10T16:02:36.015098", "lists": [ "d45d36b2-1f10-4522-9b30-8aa5d4b61c38", "a0b8ea5e-556a-49a2-a307-5a0ef41bb967", "2e03d1fd-5f56-43ed-bf97-e511b1e8fa7f" ], "avatar": "http://lee.biz/", "event_id": "66dba25d-0f01-4da2-b0c0-56a3f6206f74", "user_data": "brandoncampbell" } }, { "similarity": 0.650100131911145, "face": { "face_id": "a777c95b-1aa7-426e-ab14-2e67fbda509a", "external_id": "FrmbFRBoAoNBkblGOhSD", "attribute_id": "67c544ca-5964-489a-b226-666db67d7ca0", "create_time": "2007-02-28T17:33:38.620886", "lists": [ "c233dbf8-be2b-483f-9f38-373eb7f46f3c", "7e4fc1c4-71aa-4717-9689-b52036a96ca5", "ab0cb528-8a21-4c7c-817b-d60758dbf321" ], "avatar": "http://holland.com/", "event_id": "a9804f81-70cb-42f7-9ec6-89a9a50bd390", "user_data": "aconley" } }, { "similarity": 0.79356561469379, "face": { "face_id": "894726bf-e243-4d41-a358-7b9c476215fa", "external_id": "VogovUwZrxySGrlsLQQe", "attribute_id": "c6909fd4-a5f2-4b86-919f-0f6ef7ef6c5d", "create_time": "2014-10-05T23:05:19.679447", "lists": [ "1f5f3079-a1f2-44c8-bf03-97cb08309b49", "e2a0b4a8-26c0-41b6-945d-f979c91463a3", "a73cfa2e-665b-4947-95f2-f12a406fd95f" ], "avatar": "https://www.collins.com/", "event_id": "a350bc8e-0fbf-4fb4-8e7b-9cf37bff7054", "user_data": "carlos78" } } ], "list_info": { "list_id": "3610006b-ef67-44d0-84d4-26b9c3a5a013", "user_data": "48191 Jennifer Vista Apt. 087" } }, { "candidates": [ { "similarity": 0.36922773061724, "face": { "face_id": "e323d50d-8bf8-41b5-9f18-3ad00b15757f", "external_id": "rxpCNivBaUgECkJngkeZ", "attribute_id": "30339d81-a289-417f-87f3-eff50a5093c1", "create_time": "1989-07-21T11:48:32.860592", "lists": [ "b05967d1-ff86-46cd-a74f-81b996d53e5d", "a563bff7-c604-427d-9419-8ea93b25a507", "edb65944-58af-4c19-8ef9-c958a2388fd5" ], "avatar": "http://www.hart.com/", "event_id": "7710fe65-2fb5-4784-99e1-03405f65c542", "user_data": "richardsonerik" } }, { "similarity": 0.850188034663458, "face": { "face_id": "697fbeb2-508d-406f-8df1-e7d626b4f922", "external_id": "UdiulKXIMHJsgSdlMLog", "attribute_id": "272f9f86-e1d9-4014-8b80-c93393e19ec4", "create_time": "1970-08-29T13:42:12.653122", "lists": [ "74d241e8-bbb4-4db0-a5d8-c58d51619c61", "29c65c77-dbf3-4bf5-ae38-b96b0e4834f4", "56f8f577-0534-4b81-b1cd-3f67c6efe3dd" ], "avatar": "http://www.campos-reynolds.com/", "event_id": "8ac8bdcc-3119-47d1-89d5-43c0742dfc42", "user_data": "kellywiggins" } }, { "similarity": 0.647024731057415, "face": { "face_id": "4f6f54d2-9b0e-4d4b-85c4-1a047fd992e5", "external_id": "zCkqNfbeajMaRuWOEbwy", "attribute_id": "579227a7-85e6-4b1b-a638-92ea0735d6d6", "create_time": "1982-02-27T19:50:27.632602", "lists": [ "860ca53e-6a8d-41b2-a4ce-ad970c5d0550", "4d1dcffd-b71b-4dba-8fb5-7bf8fce7cd9a", "a61209d3-332a-43e6-afe0-f82b77332f4a" ], "avatar": "http://www.smith.info/", "event_id": "720dbb16-676e-4705-9dc1-757b14984961", "user_data": "bradleypearson" } } ], "list_info": { "list_id": "7b53a0e7-cb00-4081-9600-c26dea011d8e", "user_data": "80938 Hanson River" } } ], "url": "https://www.francis.com/", "face": { "face_id": "f875c26b-9070-4df1-86c9-62b5b9fc0bc5", "external_id": "WwHbErDnnzsFZjhVbNdL", "attribute_id": "a2444126-92fc-4715-bf48-fdf32075d4a8", "create_time": "2009-11-24T13:08:37.562781", "lists": [ "84f04f03-7e2c-4f34-a87c-b11496ea850c", "a5e52da6-1f12-490f-8f2e-34820e0e5cf6", "f22f1f1a-e92a-4e9c-bc36-28c32fd83c4c" ], "avatar": "http://garcia-lawrence.com/", "event_id": "4d31232c-43f7-45e0-bc53-f9730333cee3", "user_data": "qayala" }, "detections": [ { "filename": "xAjanmWUilkgUmZfFNAX", "sample": { "url": "http://jones.com/", "sample_id": "bca675e7-54c6-493d-8537-c3fcf6e22086", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.771088687672403, "dark": 0.446565133889712, "saturation": 0.16424941030878, "blurriness": 0.642451194513547 }, "rect": { "height": 8932, "width": 465, "x": 6366, "y": 5225 }, "landmarks5": [ [ 6536, 8776 ], [ 4596, 5954 ], [ 8066, 2299 ] ], "landmarks68": [ [ 2482, 6324 ], [ 6200, 7724 ], [ 48, 7999 ] ] } } }, { "filename": "lFvWERXSDOitpZfIrzdf", "sample": { "url": "https://copeland.com/", "sample_id": "07ab2957-db24-4cc2-a52d-6a450fc94fcd", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.287566059909962, "dark": 0.253757135146561, "saturation": 0.44492178753367, "blurriness": 0.127447807780294 }, "rect": { "height": 3844, "width": 5751, "x": 9411, "y": 9088 }, "landmarks5": [ [ 3788, 3750 ], [ 3861, 7027 ], [ 1679, 277 ] ], "landmarks68": [ [ 4426, 3389 ], [ 8990, 9384 ], [ 9695, 3659 ] ] } } }, { "filename": "fjmjndzTrhoYzYRUUogf", "sample": { "url": "https://thompson.info/", "sample_id": "b5366ad2-1a2c-47f0-84b7-e3ab3011c39d", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.880941722441559, "dark": 0.214325933189548, "saturation": 0.3115155751299, "blurriness": 0.727378732013282 }, "rect": { "height": 7923, "width": 883, "x": 4607, "y": 6313 }, "landmarks5": [ [ 4382, 5526 ], [ 5475, 7238 ], [ 716, 475 ] ], "landmarks68": [ [ 8703, 3609 ], [ 167, 2952 ], [ 5913, 7812 ] ] } } } ] }, { "samples": [ 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