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": 42, "gender": 1, "ethnicities": { "estimations": { "asian": 0.158069716904784, "indian": 0.476648926726947, "caucasian": 0.680493679080807, "african": 0.969510850681997 }, "predominant_ethnicity": "african" } }
- 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": "http://barrett.com/", "attribute_id": "248c6c7a-f298-4e42-b08e-8071e56be748", "score": 0.522401265410892, "basic_attributes": { "age": 69, "gender": 1, "ethnicities": { "estimations": { "asian": 0.176895176387095, "indian": 0.640697768120753, "caucasian": 0.221889234382491, "african": 0.941374140494477 }, "predominant_ethnicity": "african" } }, "samples": [ "e22840ab-1150-4afe-9183-0adb1617499b", "5782ad31-ace2-47da-840d-26f43dbf0a7a", "479e154d-3bfb-4cec-93c3-99e5f7d03c1b" ] }
- 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": "70b98557-a7f7-4045-b230-970ff9586e7c", "external_id": "vRCzsHiKTZffqLtdCeSP", "attribute_id": "eca29a25-70c0-479a-9033-1a270be5417a", "create_time": "1988-10-09T19:13:54.690277", "lists": [ "7810af82-509b-4f9e-a11b-a01462410601", "050838cc-e2b7-47d4-a9ff-d26c208d6727", "bb0b665e-4754-4221-beb3-e0d7f1214cf2" ], "avatar": "https://www.knapp-bennett.com/", "event_id": "507854ce-9bd6-4745-af5f-3083f9e7c7c1", "user_data": "jgreen" }
- 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": "4d6a7156-92bb-4e02-8b46-ca5538e38ad4", "user_data": "55262 Miller Radial" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.69622856156369, "face": { "face_id": "a46597e6-9598-4155-8712-bf008c53ef29", "external_id": "EgfkIyfVDsLyzyUBnPGN", "attribute_id": "530c053d-2ddd-4a71-a000-255a33fb3990", "create_time": "2013-04-26T13:46:55.945104", "lists": [ "93fcab30-b57e-4e1f-8463-ff73b6b2ca3c", "4f2b4644-934b-4e61-8271-d13fc963a7aa", "66c3fa65-06b7-40f3-855d-5cb285e66b65" ], "avatar": "https://hardin-gallagher.info/", "event_id": "4b338fa8-b136-4e75-a657-8cc2a08c8cca", "user_data": "tsmith" } }
- 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": 0.679868683514283, "face": { "face_id": "f617e76b-cd35-416c-81a7-0da071964be4", "external_id": "PbDYUJuoxvOnoSlpfngH", "attribute_id": "25341e1f-df2c-43ba-a73a-1d72adebd1cf", "create_time": "2010-08-30T23:12:43.004156", "lists": [ "7802a07c-8142-4961-a152-c8ff6e55ad74", "ddc3370e-041f-4169-b53e-f4d42c2567e2", "b88fb178-4916-4632-9312-5b7c80bbf36b" ], "avatar": "http://www.rogers-lozano.com/", "event_id": "c818ef62-3592-4465-92a9-692cb400ba6a", "user_data": "nhuffman" } }, { "similarity": 0.123362636237026, "face": { "face_id": "967f4db5-4763-4c77-b1da-f0c8bdfe8541", "external_id": "jXySUTMdQHaNsnxaJtjV", "attribute_id": "321c7545-8f74-4ce2-aa09-9700cf585680", "create_time": "1982-01-01T00:16:22.750653", "lists": [ "4134a5f8-b6e7-4053-8c97-e18e3a27e315", "ba95b0a9-a1a3-4733-b466-5d1fa1a094ce", "a9bda745-f913-4d71-a5ba-3fc1c46c8949" ], "avatar": "https://daniels.com/", "event_id": "dcd8526f-5128-4bd7-9ef1-9bc817270599", "user_data": "wgutierrez" } }, { "similarity": 0.901118931351745, "face": { "face_id": "f17c8140-58c7-4008-9e3f-e77131884a55", "external_id": "LjYojCUXALFwroieDkAx", "attribute_id": "c8ce186d-e698-4f83-9d19-465c6f928405", "create_time": "1974-08-21T16:19:34.845063", "lists": [ "12c4e00c-3436-4022-9119-ef2a5dd7f502", "95c93765-a5dc-49e6-b129-f0e70fa3189b", "e7b513d4-844a-402e-84a2-d5fad96d3c68" ], "avatar": "http://www.briggs.org/", "event_id": "738b6592-e5c0-4e22-a3c1-073a3e0c3622", "user_data": "braymond" } } ], "list_info": { "list_id": "5e237698-f47e-487d-a0c1-84aa6af038e7", "user_data": "5618 Mark Common" } }
- 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": "4b3ca8cf-fa90-4531-bb22-5d1236d08b75", "Luna-Request-Id": "eYxrMIAahDunMYLikopR", "events": [ { "samples": [ "fa4958db-67da-442c-8c29-7e9dea4babf0", "1dd24581-9e2d-4434-90ca-cc5238df1ada", "d178c205-8c24-43da-8845-2725c3d68211" ], "attributes": { "url": "http://lynch.com/", "attribute_id": "9bd55973-f83e-4d0b-9476-5aa74a1a1789", "score": 0.599875999170069, "basic_attributes": { "age": 25, "gender": 0, "ethnicities": { "estimations": { "asian": 0.263453478054213, "indian": 0.467598011773911, "caucasian": 0.152601100383774, "african": 0.33123260933952 }, "predominant_ethnicity": "asian" } }, "samples": [ "73ac6083-cda8-453f-9968-a4e2220d0630", "50eeef67-36b8-4adf-99d4-4facd8add291", "d52a9d8e-8246-401a-ac6d-8795125ecba7" ] }, "source": "1788 Smith Ferry", "tags": [ "YIveqTmkqTwyzAIWOAkI", "vpgeAdJczuiQdRoijYay", "hwVGgWAuUoseFjRbGkqS" ], "event_id": "3ff106d3-7c22-44a0-a800-7fa3309f574f", "match": [ { "candidates": [ { "similarity": 0.620261244621485, "face": { "face_id": "2b46c881-9cbc-4ff3-aa32-2141ec99cd83", "external_id": "OzjwwzwtzeVqmCegMrWO", "attribute_id": "5c6507da-7261-446a-a3ad-d967aaf8402c", "create_time": "2013-04-07T07:19:24.312398", "lists": [ "2709ca5c-c2f6-4217-b590-84d50b766b25", "607b9d58-34a5-4010-907b-0aff82c28157", "65a6bb6a-6f06-4737-9675-bd0ba8d9c30a" ], "avatar": "https://www.rush.com/", "event_id": "a0a1131c-e665-40df-8609-c9ec2ad86c54", "user_data": "todd29" } }, { "similarity": 0.962575491079895, "face": { "face_id": "c536a415-0a80-40d4-9831-d4052ddbdfb6", "external_id": "LRfdlrWSNCsGmaRUSFMa", "attribute_id": "8b8ce0e8-3dd8-4b02-97c9-6e5798108a6d", "create_time": "1999-02-23T20:09:30.620107", "lists": [ "3fd8346f-a25f-4877-a0b4-94a4a4b49579", "10249b1f-fc0c-470e-9500-26bede16e408", "7651d1ba-ce94-4bbb-90ab-3df76fde7024" ], "avatar": "http://brown.net/", "event_id": "72914aa3-72e3-4806-b463-8cd8cab8aea4", "user_data": "carlcoleman" } }, { "similarity": 0.127062216215739, "face": { "face_id": "3769a9c4-6b4b-41a3-8346-600f4a3ee519", "external_id": "wVQQXDJQAsxtIaIlaioO", "attribute_id": "bf1c7233-1ab0-4769-98e0-d5ce48c6b7bd", "create_time": "2015-09-28T19:27:05.449787", "lists": [ "dd2c9eee-c17a-4d5e-940d-e4ef65ab6a3e", "eb077e70-5b71-4b1f-82f7-7bf12f205feb", "19cbc440-8c19-429b-a286-bb268baa6c67" ], "avatar": "http://www.hall.net/", "event_id": "63801127-081d-4120-8f1e-50c5421c6182", "user_data": "hdavis" } } ], "list_info": { "list_id": "66b7b4d9-af44-4b05-94b4-77dc78fb8bd0", "user_data": "33839 Giles Island Suite 941" } }, { "candidates": [ { "similarity": 0.755593164025279, "face": { "face_id": "f28e7dbe-f787-4883-aff2-62c4779a850b", "external_id": "PcIHBrVfcHWAyFSyzoGO", "attribute_id": "a602335f-370b-43ff-a216-aa65b209beea", "create_time": "1985-05-25T04:02:13.558144", "lists": [ "952699dc-6a4c-4df8-9b67-edfbdcbfaef1", "3686545b-f2b9-409b-ae56-1c2c4cd6a518", "5cfc246e-6cff-4e43-b8f8-aa471645f51a" ], "avatar": "http://www.chen-mccarthy.org/", "event_id": "282e3434-910c-45c4-9f59-49fc337c4b17", "user_data": "perryjacob" } }, { "similarity": 0.228178802100083, "face": { "face_id": "eb158146-6b02-4e88-874d-e5ae8ba72879", "external_id": "yzuFeaMthGvkcOPqTYtG", "attribute_id": "d8bb7004-e277-403a-9d9a-dfb7d3158088", "create_time": "2015-03-31T21:16:06.440088", "lists": [ "48302d60-5af0-4802-a116-a3de8ba98718", "a7601277-50c3-423d-838d-e628da4d92cc", "62db5661-a18e-4ad6-9a59-3bc150cf87d3" ], "avatar": "http://brennan.org/", "event_id": "0f7a4158-c2d2-40e8-adfa-94425ecdd2bd", "user_data": "drew00" } }, { "similarity": 0.398379538140707, "face": { "face_id": "834f77bc-bab4-458b-b696-8bce0a0d36d7", "external_id": "jAXoNdXHywOsmXSNuxdC", "attribute_id": "18ec32bc-ffa2-4f9a-a827-76dabab00c3d", "create_time": "1982-03-16T16:10:59.611028", "lists": [ "290c5f6e-ea15-4407-9afa-bece048b8cc2", "174f64f7-5cbb-4468-9aaa-10e05a94f4fc", "919da083-3856-42ac-bb26-add48852a224" ], "avatar": "http://www.johnson-curtis.com/", "event_id": "06a575e7-0493-40d5-b25b-f2f92f1e76b8", "user_data": "ewarren" } } ], "list_info": { "list_id": "6537b334-59aa-4554-b49d-11f5229241e8", "user_data": "88442 Robert Crossroad Suite 761" } }, { "candidates": [ { "similarity": 0.406362344009357, "face": { "face_id": "e875f9fa-531c-4ea9-8cbc-54ff5b6e4169", "external_id": "BtmTLVLsbzCkfzZLvhhE", "attribute_id": "8a72d74d-8911-4be5-9f2c-68e049d6cfd4", "create_time": "1988-12-14T09:54:23.923472", "lists": [ "91d281da-817a-435d-affa-6e09a6db9fa6", "14297a05-09a0-49e2-a662-16344a49228c", "18b1a115-e7a7-4051-bc15-978cbc8af1b6" ], "avatar": "http://ballard-zhang.com/", "event_id": "150cf970-0188-49d5-8ac9-006ed1b8c65f", "user_data": "robert26" } }, { "similarity": 0.875992315766824, "face": { "face_id": "b42de531-4e94-4cce-9a4b-badf03804de7", "external_id": "mkKjgLGvLmeRcntawond", "attribute_id": "6e07da8a-c26d-4d46-9e28-d434c224d53e", "create_time": "2018-06-16T09:52:39.494179", "lists": [ "0e2e79d1-1617-4e69-af27-8522ebba2139", "019fd5ff-35c7-4e20-9fef-ac962ab35a95", "20401cc0-c9e4-4aa3-9e2f-65290944b12b" ], "avatar": "http://www.hobbs-oliver.biz/", "event_id": "fbf6ae3f-b280-4945-bec0-32718cd20638", "user_data": "robert47" } }, { "similarity": 0.485645115477016, "face": { "face_id": "79f44ceb-f9f7-4691-a56b-2de6f901f517", "external_id": "zpCcmXjEkSTOtgBSOYyz", "attribute_id": "1215b739-3e4d-4415-86ec-c816f7ba0b2c", "create_time": "2021-06-03T10:09:03.494821", "lists": [ "0e7db82d-a978-48de-bb32-cfa24a8e5960", "ae563ad3-8ae2-4020-aafd-af31df3ccddd", "6f384643-aa6d-489e-a138-8f79080ccb99" ], "avatar": "http://www.williams.com/", "event_id": "024bf1ce-daac-448b-9f0d-ffd04faf120a", "user_data": "daniel72" } } ], "list_info": { "list_id": "6385d84b-4a93-4e51-9241-663961aafe11", "user_data": "70614 Moore Club Suite 275" } } ], "url": "http://morrison.info/", "face": { "face_id": "54944243-766a-4c91-962c-6f4b87022ab5", "external_id": "AdZaIYhDCBMCLYGeUqgT", "attribute_id": "3c222768-d75a-4d1c-8181-d8fba976c979", "create_time": "1989-05-08T11:48:38.052036", "lists": [ "da0d0ef8-0e1b-43b1-9461-6804f2fdb7c8", "28828762-7a5e-4a2b-883f-3e296357cbd9", "82a85961-ff14-4a16-b974-15bec1732697" ], "avatar": "https://williamson.com/", "event_id": "3b0deebc-94ce-4b01-834f-3f0bd1142cb0", "user_data": "kimberlygarrison" }, "detections": [ { "filename": "cBOulfeqdAPpzFWUXnLq", "sample": { "url": "http://www.abbott-gonzalez.org/", "sample_id": "6252352c-93a8-418c-8edc-56d98123a6bc", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.744419244962353, "dark": 0.735340206757444, "saturation": 0.387037830502504, "blurriness": 0.948844437886192 }, "rect": { "height": 1559, "width": 748, "x": 2295, "y": 3973 }, "landmarks5": [ [ 7435, 3260 ], [ 7859, 4871 ], [ 8165, 6709 ] ], "landmarks68": [ [ 2674, 3443 ], [ 111, 8782 ], [ 4881, 3351 ] ] } } }, { "filename": "SRcloYupSedLFHbDvkDE", "sample": { "url": "http://www.thomas-neal.org/", "sample_id": "8b0ce999-a762-49f4-966d-982de1d415ed", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.675020098647169, "dark": 0.517904144425278, "saturation": 0.885468296623689, "blurriness": 0.757791484992849 }, "rect": { "height": 2089, "width": 9195, "x": 7788, "y": 7088 }, "landmarks5": [ [ 2657, 5324 ], [ 3711, 6214 ], [ 6670, 4423 ] ], "landmarks68": [ [ 5081, 8484 ], [ 3035, 4431 ], [ 9090, 3155 ] ] } } }, { "filename": "vzAGDEPwHtZuXwKyISfT", "sample": { "url": "https://west-cooke.com/", "sample_id": "43233618-6f55-45bb-9822-39ee323598e8", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.37433465619685, "dark": 0.19310774354227, "saturation": 0.694306779600597, "blurriness": 0.270840482204031 }, "rect": { "height": 1020, "width": 6811, "x": 1995, "y": 5888 }, "landmarks5": [ [ 6616, 7362 ], [ 2583, 4940 ], [ 1298, 3576 ] ], "landmarks68": [ [ 364, 954 ], [ 7490, 421 ], [ 9074, 1659 ] ] } } } ] }, { "samples": [ "523a11c5-47cd-404d-8ccc-b30a3c2e9637", 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