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": 62, "gender": 1, "ethnicities": { "estimations": { "asian": 0.763096512047916, "indian": 0.627470986122023, "caucasian": 0.164263612796514, "african": 0.709981058462867 }, "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.pham-chandler.com/", "attribute_id": "42eb9a1e-ff8a-4cc1-b59d-79bdfc6be7b6", "score": 0.28200993329023, "basic_attributes": { "age": 66, "gender": 1, "ethnicities": { "estimations": { "asian": 0.499565341115922, "indian": 0.196034739449779, "caucasian": 0.559545530685895, "african": 0.697863301670532 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "62a84461-02e9-4d3a-8b82-50018855f890", "a996ce91-0dd2-4315-804d-9ed48f0f158e", "41bbbdb3-1ad2-4f53-b524-603274ff8812" ] }
- 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": "57c5eb73-f888-42b9-9dbd-443697c088ad", "external_id": "iHyJDPsMbQkJkxJzmXdJ", "attribute_id": "9065481b-fbc2-475d-8142-cd85b1cded1f", "create_time": "2002-09-21T07:54:45.638428", "lists": [ "42b0de09-69cf-4fb4-8f65-833f357909f4", "245abee0-4607-4c39-95ac-41a2efb51493", "a96ae838-268e-401f-8461-b1e2b5d1d71a" ], "avatar": "http://www.trevino.com/", "event_id": "b44db379-428e-4731-9745-c5a1dfdbf3e9", "user_data": "wcohen" }
- 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": "88a38c76-6595-4891-a00d-d8fdf5652be6", "user_data": "06309 Huffman Turnpike" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.995920772007128, "face": { "face_id": "0c885c52-4256-42fb-8df2-dcc2d9e07f0d", "external_id": "BIjUrzbdCYLCczcQpfhW", "attribute_id": "42f00956-65c3-4725-97d7-500b7aa1f863", "create_time": "2001-08-03T03:54:45.714048", "lists": [ "8db20e77-053d-40c6-8daf-96a9ccdffda2", "94061c65-954f-45b7-a01f-bf395bf862b2", "fe1246b9-838c-443b-8d12-5d4b99e1d1c0" ], "avatar": "https://www.preston.biz/", "event_id": "bf0f21a9-5f32-41ab-8d54-2a810dd76ddb", "user_data": "debra70" } }
- 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": 0.542080513136936, "face": { "face_id": "02aa57eb-5c9c-4f7b-b28d-bbfd069c233d", "external_id": "ahGrqNrJNSpZcTiiboDp", "attribute_id": "a89d5d16-f9d1-4a29-a6e3-977d06c56d6a", "create_time": "1984-09-07T19:51:17.701908", "lists": [ "ef4b762c-c642-4c4e-95f0-8c5588d041c2", "d3d25e86-cf5c-45de-aa16-c252a99bc7b9", "dfab394f-bad5-4a39-aeae-0cc4e40b1785" ], "avatar": "http://montoya-robertson.com/", "event_id": "b634b5d2-4f1c-4452-aba9-0717285b2bdb", "user_data": "david65" } }, { "similarity": 0.143149804141033, "face": { "face_id": "dc1c3b4e-4475-4228-803a-67f8c6366164", "external_id": "YkyOwPeRlryRupLtovWh", "attribute_id": "0054b7c7-e913-4d64-931c-1ab1d339555c", "create_time": "2000-10-10T09:31:59.486041", "lists": [ "60c18df5-0957-429f-b708-0885351354e3", "a04162e5-9bb3-4509-a183-eee57e329c20", "8b2e854f-228c-444f-9870-73a33ebdf98d" ], "avatar": "https://holmes.com/", "event_id": "e0ba351a-07b7-4b62-8a90-2eae8706dedf", "user_data": "mmelton" } }, { "similarity": 0.408252025588713, "face": { "face_id": "13316f8e-649a-481f-a3fd-c3cd868a83c3", "external_id": "fzDXcqTgjsAIrSPVLNDr", "attribute_id": "a93006c8-b1e2-434a-81c2-993ba7248d62", "create_time": "1996-10-31T21:23:57.465646", "lists": [ "d16d640b-49cf-4f25-bd28-6d63ccafebb0", "b9a86028-c414-4205-bcfe-b50e4191c150", "b4e331e0-dbb4-4648-a89a-b339121af383" ], "avatar": "https://www.bauer-smith.com/", "event_id": "2175deb3-eb9e-489a-9891-474dfaebf43e", "user_data": "phillip73" } } ], "list_info": { "list_id": "ee919ee1-6443-4f54-8b9a-803eb2131bf0", "user_data": "1235 Elizabeth Shores" } }
- 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": "1d4073c1-8e73-4479-9959-5af43edc1b88", "Luna-Request-Id": "qNNVDzPFtEvgnIjQwYua", "events": [ { "samples": [ "a26ae47e-c799-4574-a91e-efbe01c6e0c7", "cbc3285d-90e1-438e-ab07-b63900bf4fc8", "8ac31dc1-18ea-4d8e-9570-949702e02800" ], "attributes": { "url": "http://castaneda.com/", "attribute_id": "0e448395-00f7-4000-aab6-5dc35b278745", "score": 0.614609666193339, "basic_attributes": { "age": 0, "gender": 1, "ethnicities": { "estimations": { "asian": 0.86793129423728, "indian": 0.588293793921022, "caucasian": 0.673243741629643, "african": 0.618796603115426 }, "predominant_ethnicity": "indian" } }, "samples": [ "b463b1f9-1207-4657-8baa-065eabe3546a", "ff7e8f10-cb5a-4a15-83d1-25b3006f2749", "d7f34eac-c162-4f46-a16b-bb9532fd3370" ] }, "source": "72165 Lowery Lakes", "tags": [ "HAEWNxIJDjUqVsbAqWww", "HOzzienpeYqeMvvrosgY", "QjWgVDeVDgiqfukmtBQH" ], "event_id": "54e59b5c-7557-428a-b1e1-cf44e318ec4c", "match": [ { "candidates": [ { "similarity": 0.742915896504065, "face": { "face_id": "25147443-2d49-4725-bfc4-3c803204046f", "external_id": "TGBmovaNSYTGyBTdNgHm", "attribute_id": "31ddfa7d-e1d4-4f59-b60f-3fb44579b922", "create_time": "2017-11-08T00:37:50.091081", "lists": [ "26d22dd1-83a3-4dad-8ea3-6fc396a9480c", "07ad294c-004d-4051-b3d1-b488d2c65580", "b77d9a92-ea2b-49a3-9380-6457fd1dcfac" ], "avatar": "https://www.tyler.org/", "event_id": "3a707c8a-bbea-4fa2-a7d9-81d54e3752a0", "user_data": "jillrichardson" } }, { "similarity": 0.58620456241461, "face": { "face_id": "ec5fd988-546f-49d0-a279-899ecacc44c9", "external_id": "mOviEqhRBnSIuNIXvnYe", "attribute_id": "35c818ab-1918-407b-aa5a-81f590ee4269", "create_time": "1984-04-21T07:59:38.411177", "lists": [ "d13581bc-470b-44c7-a4d0-9e8c9b2014b5", "f8255159-4dfe-4412-87c2-7407cda845f9", "6d793b79-0e22-470d-93b8-f6bfbc7a701c" ], "avatar": "http://forbes.net/", "event_id": "c06f8400-1d90-4081-8e4a-b63635528c33", "user_data": "jmiller" } }, { "similarity": 0.992315630063118, "face": { "face_id": "2173d801-2ecb-49b8-9049-2c62b27244a6", "external_id": "NJgNZhJGiuHjuoQskjYZ", "attribute_id": "be37d141-af26-498c-b6eb-8fb2d92f4aa5", "create_time": "2007-05-29T02:34:08.802293", "lists": [ "35a73d26-f4ba-42ab-9374-71444c987299", "845cc3fb-dafc-4369-b6e5-99d59d0ff952", "367d0636-6532-47db-a05e-6c5a1cacfce8" ], "avatar": "http://www.strong-ramos.com/", "event_id": "7e6792ac-e7b5-437e-84d8-2593d0324e94", "user_data": "elizabethunderwood" } } ], "list_info": { "list_id": "3266aba7-a579-4f3d-915f-dea7214a3951", "user_data": "2338 Sherman Extensions Suite 222" } }, { "candidates": [ { "similarity": 0.114796986426525, "face": { "face_id": "05252739-cf7e-43e1-b755-accbc8fcb0c6", "external_id": "GejqwYSbGxuORRITVbWW", "attribute_id": "9b52d371-90cc-4a62-a16c-c0838b3562e7", "create_time": "1996-11-20T22:17:09.215274", "lists": [ "53985ded-8119-4c6c-8917-ca291182b3fe", "184e65ab-b4c5-451b-9e68-a40653ca34fd", "2ae2a8d0-986a-4790-b882-9f8d479a7a0e" ], "avatar": "http://hayden-allen.com/", "event_id": "bf8912a9-d1e8-46ab-8db5-67f81d0fd8ab", "user_data": "robert41" } }, { "similarity": 0.353666185240105, "face": { "face_id": "fe5e504b-4d73-4c41-9c8b-f2acf271bb9c", "external_id": "PyHSKqvXUPQxBXDGRGKX", "attribute_id": "c8aeb948-512e-4dec-b55b-2318f09f794f", "create_time": "2014-12-09T03:06:28.307710", "lists": [ "e12e3a42-d171-4394-8c52-5ae36e748444", "86b58e1e-0042-4cb8-bc41-37449c33b0c5", "79533c35-88ef-4356-b219-2d7b0879667d" ], "avatar": "https://sanchez-davis.net/", "event_id": "d41ecf4c-7afb-4775-9e7f-31dc93f18d4c", "user_data": "troyhickman" } }, { "similarity": 0.5374773414858, "face": { "face_id": "e0e36438-ec69-4aea-9798-32b78d53ffe8", "external_id": "EXNLtTohUUmiwkohoSZN", "attribute_id": "5acdc69f-b341-496e-b11b-2071ac814202", "create_time": "2021-02-28T19:36:32.268515", "lists": [ "f0498b74-0305-4852-a6e9-517be0118cf7", "beabfb2a-1dac-4b5c-8d7b-fb24ad28bdee", "95601070-87f1-414b-a439-81373f6b5b13" ], "avatar": "http://mcmahon.biz/", "event_id": "ae4a019d-93f7-4b76-8f39-4d63bfeb14c5", "user_data": "kimberlygarcia" } } ], "list_info": { "list_id": "720503cb-4dec-4a20-bfc2-a43a35bbf34d", "user_data": "1226 Rios Keys Apt. 698" } }, { "candidates": [ { "similarity": 0.91769059661271, "face": { "face_id": "57972a4c-c6a1-46de-b516-c3c3ad93a298", "external_id": "ZKvmALUgwIVsrkefQgik", "attribute_id": "f11bb1d3-2881-4daf-9298-9de3c6774a62", "create_time": "1983-02-12T04:12:16.054481", "lists": [ "34c408cd-148d-459a-8c36-d9ce6ca5a0de", "331ee1d2-b38c-470d-808a-4624b9eae622", "2926b47e-f1fa-402c-b58e-71811483fbe7" ], "avatar": "http://www.anderson-nelson.com/", "event_id": "c8f41204-fac3-490c-91e7-be217467366c", "user_data": "kmoreno" } }, { "similarity": 0.915236701291639, "face": { "face_id": "e48e4a01-6567-4705-96f2-a09de238eafc", "external_id": "qQOHvXqsEaCZNaYJvYqV", "attribute_id": "3f00335d-8a4f-4422-b1f6-de8f34914d10", "create_time": "1983-02-25T20:39:29.558305", "lists": [ "bc17bfb1-901f-4afc-813c-921d6037748a", "bba5f658-7b79-4155-984d-f8a5e9f107f8", "65fbbd03-bdb8-4024-bd9f-9a3aa13dbea5" ], "avatar": "http://lambert.org/", "event_id": "3a5ef193-7ca4-427b-a47f-0cdea730b9e3", "user_data": "moorejohn" } }, { "similarity": 0.578300660749313, "face": { "face_id": "74d517dd-09be-4fbb-b7cf-3538f90b56ed", "external_id": "XFIedEiGKMxGYmQuxIHx", "attribute_id": "89c06b8b-7520-43ff-9ad4-eb9ec3e3e244", "create_time": "2018-12-15T17:08:51.659629", "lists": [ "9c8f2f8c-7301-4c97-8be9-914781f5fcf6", "4f99bed6-6dff-4146-b3d4-e8330f10e87e", "fbb54632-8d05-40de-8dcf-9276a80219e8" ], "avatar": "http://barber.com/", "event_id": "f1c948f3-56f3-4ecb-ad40-6a2096e5f924", "user_data": "mclements" } } ], "list_info": { "list_id": "cea3ad2f-6d44-4ca1-a654-65fb85acd535", "user_data": "251 Shelton Centers Apt. 819" } } ], "url": "https://allen-taylor.com/", "face": { "face_id": "bd500b85-ddf1-4ba9-8c40-59c40b928392", "external_id": "qEZWqnkrAFVMDqHHkILs", "attribute_id": "0d018424-bccf-43b5-9492-958e480e67ff", "create_time": "2011-01-05T21:06:11.500463", "lists": [ "153efc73-01c8-4a85-9b34-723d9a7c3e44", "c0706432-e657-4a8f-b9be-a70ee003e284", "134f5dbb-c393-4d3e-acd0-9852a25ec9c1" ], "avatar": "https://young.com/", "event_id": "6a932755-b836-43cb-86c1-fced3a8c1ac3", "user_data": "michael85" }, "detections": [ { "filename": "ohHZmIdkXouUxpvdLfiI", "sample": { "url": "http://www.williams-berry.com/", "sample_id": "01b06a5d-512a-4047-aa43-662b65309cf2", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.470887388248504, "dark": 0.54501984034393, "saturation": 0.51573200466816, "blurriness": 0.376203907815266 }, "rect": { "height": 8182, "width": 8292, "x": 6548, "y": 6873 }, "landmarks5": [ [ 574, 2718 ], [ 4583, 4212 ], [ 4030, 3605 ] ], "landmarks68": [ [ 2556, 1633 ], [ 4219, 7236 ], [ 9440, 3680 ] ] } } }, { "filename": "KjogyOnyBOIniZFUbpsA", "sample": { "url": "https://ruiz.net/", "sample_id": "bb848769-8f0e-4ecc-994e-1dee1339a3a0", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.118245125326624, "dark": 0.264335144793562, "saturation": 0.886038243735263, "blurriness": 0.460692740318683 }, "rect": { "height": 5505, "width": 9038, "x": 7150, "y": 7277 }, "landmarks5": [ [ 5331, 5457 ], [ 2729, 5869 ], [ 75, 3024 ] ], "landmarks68": [ [ 7238, 2207 ], [ 6133, 4526 ], [ 5912, 3994 ] ] } } }, { "filename": "krKBSvmOCQplLXsnFgGe", "sample": { "url": "https://jackson.com/", "sample_id": "1660f2f2-2937-465b-b0f6-3189ac840d4c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.56822156669408, "dark": 0.814513819153565, "saturation": 0.835144855559963, "blurriness": 0.200196700374132 }, "rect": { "height": 9264, "width": 7092, "x": 88, "y": 2495 }, "landmarks5": [ [ 2587, 3493 ], [ 4300, 2943 ], [ 7993, 5075 ] ], "landmarks68": [ [ 4144, 1248 ], [ 7549, 2014 ], [ 5622, 183 ] ] } } } ] }, { "samples": [ "63df6868-b2c3-4db2-b93e-576d34e13f4c", 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