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": 88, "gender": 0, "ethnicities": { "estimations": { "asian": 0.112596759867303, "indian": 0.210644949053033, "caucasian": 0.23369198550334, "african": 0.998983172541933 }, "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": "http://johnson.com/", "attribute_id": "92eaa3d9-5568-4d02-ac6a-c0f6d0b8cebf", "score": 0.842954590335367, "basic_attributes": { "age": 19, "gender": 1, "ethnicities": { "estimations": { "asian": 0.310410069095415, "indian": 0.954480360336747, "caucasian": 0.243552245635214, "african": 0.264690581931481 }, "predominant_ethnicity": "asian" } }, "samples": [ "d9d932b3-9afb-44a3-a1d8-c47275baf0ce", "d908691c-2928-4b95-9dcd-5b970b2fce14", "55cadca7-43c7-445d-8077-9f1d444e7a5e" ] }
- 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": "38b88525-2fcf-4c08-ba1e-8ca5a364d8a1", "external_id": "OylrvbMVZAFEkWODRSUU", "attribute_id": "d702d81f-f167-43f7-b436-63aa06826d5e", "create_time": "1993-10-17T18:05:31.232297", "lists": [ "d76f1ac6-0a2f-49fc-94d2-96f411df7917", "33fa54ea-2dd2-45a2-b845-f18a76168d59", "f8c72683-c885-4334-a278-6d3c0c2afd4c" ], "avatar": "http://johnson.com/", "event_id": "46b5e2b2-b40a-4d33-b0b3-4584d7d2f21b", "user_data": "crystalford" }
- 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": "08c08baf-b386-4cb8-adf1-96fd2db59fbc", "user_data": "1473 Peter Stream" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.721023039048465, "face": { "face_id": "76d6de66-392b-4afb-83bb-6e7f71b4f305", "external_id": "elpzsGLoCQXrEQCQMAPL", "attribute_id": "1dd8dca7-c05d-4e99-9f55-4a645b0851fa", "create_time": "2000-09-10T16:27:56.367590", "lists": [ "f5ce47b6-c650-4b3c-bc51-604cb72ee344", "a3a5628d-fe3c-4ddc-9a2b-2c49d52efbe0", "03cb0161-a52b-4902-83d1-85a662090d62" ], "avatar": "https://parsons-stewart.org/", "event_id": "b1a2cf93-3ade-4290-8188-fececfbca37f", "user_data": "mhall" } }
- 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": 0.969080610417649, "face": { "face_id": "3a336e37-27a7-44fb-9cf3-7f57eaf54e19", "external_id": "tRQAegOpuXeXooSgPWRm", "attribute_id": "565d4eb0-2f6b-4493-ab38-41144840fbf0", "create_time": "2019-08-14T11:32:47.922546", "lists": [ "ec348ab2-f5f5-40bb-a013-70ebd861b2d7", "8a916050-98e9-404e-93fd-3c852e80f093", "8bd76bc6-ab36-4e20-b0a4-469d9f073e90" ], "avatar": "https://www.robinson.net/", "event_id": "82607cca-71d8-4fa8-aad6-d85cd780f820", "user_data": "davisrodney" } }, { "similarity": 0.118118957170229, "face": { "face_id": "3001717f-605b-491f-ac51-5246b3a63ebb", "external_id": "jTqPQAKnnleGytZFdbiT", "attribute_id": "7f9bd49a-08a7-48cd-ad86-250cc7e967f1", "create_time": "1977-11-05T10:24:02.889987", "lists": [ "1ff4c1ad-16b0-4abd-9d46-6fe5e6bf7705", "c1ad7221-63b8-49f0-8942-214f2b549ede", "5706fe50-3fcb-4b59-a71d-73818421b199" ], "avatar": "https://montgomery.com/", "event_id": "8b526354-219f-49a6-bf71-424105ccddb8", "user_data": "ihuffman" } }, { "similarity": 0.735588471734966, "face": { "face_id": "a3bbe49f-84ef-49ba-baa0-ee1000c45b97", "external_id": "dsrYJrQqHCBJuwMmjBQg", "attribute_id": "a4c270fc-c50e-4ffa-a32a-110e81045314", "create_time": "2008-06-21T05:06:34.275948", "lists": [ "63c1f632-cc54-46b8-826d-e73d045f2130", "51b99ed6-57ed-4e8d-858c-649039ea827d", "940564f2-9c13-4f8f-98b6-68c92ee93f48" ], "avatar": "http://www.galvan-mathews.com/", "event_id": "e92110cc-00f0-41be-bae6-ab685fffa732", "user_data": "paulmatthew" } } ], "list_info": { "list_id": "6ea4fa95-c6e7-4c70-9767-c60bc5fbf771", "user_data": "9777 Amy Walk Suite 806" } }
- 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": "a190582a-e37c-4715-890b-2e586222f314", "Luna-Request-Id": "spssfrLfhsHaCICwfJQs", "events": [ { "samples": [ "8ac76586-b096-439c-8016-7e88d029b47c", "11883345-7366-47d4-9424-f88e8f3a2df7", "307868c5-a540-4e10-8328-e5dbbfa2c8ee" ], "attributes": { "url": "http://www.ryan.com/", "attribute_id": "363e04f4-e095-4992-b3d7-c85dba8d5c5e", "score": 0.127522793185792, "basic_attributes": { "age": 15, "gender": 1, "ethnicities": { "estimations": { "asian": 0.196780341998964, "indian": 0.64935387632546, "caucasian": 0.559256590178195, "african": 0.36306445329885 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "a6725f8d-6e0b-40d4-a73c-f6bea4d3c4c2", "7b749c06-f945-47a0-94a0-9b81efb99121", "cd90f567-9f75-414e-b6fd-f2fdb5aa1162" ] }, "source": "9084 Stuart Trafficway Suite 038", "tags": [ "GEElOWERydMySMLSrahG", "XeELYRBbRNRVilpdpbOG", "ENMxHWwWXtKzoVsZGUwQ" ], "event_id": "9126576e-5c79-4ea7-ac80-0a24817fe789", "match": [ { "candidates": [ { "similarity": 0.784767454090754, "face": { "face_id": "bbe63461-d02e-44b8-a38c-deba93984e10", "external_id": "aqXPsGKTBEEPpycnqGRH", "attribute_id": "d5a79826-744f-4182-9541-11d7e25cb1e4", "create_time": "1983-02-05T04:58:12.737778", "lists": [ "c4a1cb8f-a587-4f6d-a503-19cdb2e8278e", "b35427b7-27fe-418b-a955-5e33ec8b62ec", "ddf25e2e-928c-4427-82e7-b55ad001b624" ], "avatar": "http://hardin.com/", "event_id": "a43bdeb6-fb05-4c37-85c5-cbb96a540d37", "user_data": "uchambers" } }, { "similarity": 0.590065541798732, "face": { "face_id": "74557c6d-6352-400a-9551-f2edc7fabd25", "external_id": "gXidSnGhkPExXieamtvo", "attribute_id": "cdea155c-599e-432d-9f05-e5f62aeed8a9", "create_time": "2011-10-24T14:09:12.550128", "lists": [ "6300dc56-af8b-4071-a2dc-ba776a1e5e56", "b6ba7fa5-7fc7-4b86-af67-0e93a608b30b", "b70d1099-6f9b-4be9-b6fa-e1d17f6935ec" ], "avatar": "http://www.silva.com/", "event_id": "6f9411bf-8f56-4afe-a686-ba09797ca7a1", "user_data": "crawfordjessica" } }, { "similarity": 0.405823885048617, "face": { "face_id": "10200f4e-57e1-4060-b8c3-90eeebf8def8", "external_id": "fHUgDUTsXvzTLOgjzUGS", "attribute_id": "5ee395c1-f38a-4e80-8f71-70b3a13bde5e", "create_time": "1983-09-18T05:35:17.305079", "lists": [ "e3540afe-02c0-4430-90db-ff9195f6850a", "4895fa04-d6d8-439a-831b-596bebcb37b6", "4ff941bb-4a17-4c55-9903-3453b4eead6e" ], "avatar": "http://www.huynh.com/", "event_id": "acef06f0-878d-432b-b580-4e4fd767d1ce", "user_data": "scannon" } } ], "list_info": { "list_id": "d679368d-1cf2-4554-bc37-9a4b8e21d913", "user_data": "266 Russell Roads" } }, { "candidates": [ { "similarity": 0.785723378274701, "face": { "face_id": "42965acd-e6b4-4019-9b9f-23a141b4a6ec", "external_id": "CfsvLdRWcZgGTTQGUrgN", "attribute_id": "6f51bec3-703c-402e-843e-56ee3044dc25", "create_time": "1999-12-27T19:51:29.154297", "lists": [ "0e7e88ee-fffe-4fa3-bc8c-db9b2a89bbfb", "95aa1d9b-3297-4595-9063-9d3e857e2a16", "23394f35-6aae-4e51-a9b3-c6ffb124aff8" ], "avatar": "https://www.mills-lawson.biz/", "event_id": "b9395ca2-3b47-4c2e-a79a-84f6d8d32f51", "user_data": "mmaxwell" } }, { "similarity": 0.784203026495568, "face": { "face_id": "142451a9-ab6d-4ab3-94d0-cae81db64f73", "external_id": "JDPPmaxbcKAjcEePVlEB", "attribute_id": "e836d8f3-e718-4258-bf36-8eeafea65903", "create_time": "1978-06-12T07:48:33.273709", "lists": [ "1cca4fd1-233c-4091-b8a8-fb0c6fbcc8b3", "006c4d48-64aa-407d-800e-550f9e1ad3c1", "37051efe-5ed4-4388-89b9-111582497897" ], "avatar": "http://www.powers.net/", "event_id": "57f8b2e8-9ff9-42eb-bbd0-be01eca2c599", "user_data": "amandacarter" } }, { "similarity": 0.851861581505777, "face": { "face_id": "d2f11713-4984-4878-8056-ec7ccc4dd041", "external_id": "DHYYGYJbAbnCTYbnwnhI", "attribute_id": "c71f8b05-ad3f-41ad-a86a-032c86c9e780", "create_time": "1988-02-12T21:49:56.210381", "lists": [ "39739a05-049b-41e1-b502-3aeec6156780", "8ea8841c-dd48-49a9-a13c-7d5461e5b402", "9b14bb65-f803-42f2-9baf-64cb2e0ba4c1" ], "avatar": "https://james.com/", "event_id": "3a599a90-ffcf-415c-9abd-284d7091cd9e", "user_data": "xtran" } } ], "list_info": { "list_id": "3780bd3c-d913-4dad-a8f0-221bfc1c4c3e", "user_data": "28981 Willis Forges" } }, { "candidates": [ { "similarity": 0.77714261768226, "face": { "face_id": "94f94b7e-1944-43fd-97a6-8d30b9bd5fa9", "external_id": "mYguPvTbjooFHZofCnMb", "attribute_id": "23518ad7-c43d-45d4-93fa-12d24ec9b0ab", "create_time": "2019-08-23T03:13:34.663879", "lists": [ "a3864cd1-b125-4dfb-a589-26109ba9fe07", "d011eeba-c6a0-4804-8b45-2a26af3d0d1f", "3096417f-1d29-4a23-a60b-74a790d27707" ], "avatar": "http://jones.com/", "event_id": "50bff7bf-3325-467c-8109-daa8080a85bf", "user_data": "wgreene" } }, { "similarity": 0.866390513398458, "face": { "face_id": "575958ce-d38a-4658-98dd-0e9bbae4e074", "external_id": "LPfdBkermLlVqneqcnsY", "attribute_id": "0e221895-baa7-42f6-980a-7d5e6f929c09", "create_time": "2014-10-01T16:31:31.440266", "lists": [ "706b382e-ed22-47af-a12a-88ba3d00fd56", "1e146f34-fad1-4eb9-901d-26a28709213f", "3a1faf09-3826-46aa-b9f0-cfe580b7b9d4" ], "avatar": "https://powell.info/", "event_id": "239c870e-12b6-4f93-81a6-6121a9744021", "user_data": "christopher73" } }, { "similarity": 0.115086480588427, "face": { "face_id": "8cf1c454-e9fe-40dc-8b22-25ed9d5d295e", "external_id": "sXATieAnJlYhjFOFIPvZ", "attribute_id": "074e4fdd-e28d-4ec4-8d23-f6f3399534b3", "create_time": "1981-08-19T18:12:22.812891", "lists": [ "1f57c69d-8758-4813-8af1-8fe7d7c57d65", "c72d624f-c466-4efa-a951-f79ba2d62261", "8720cf1f-5d32-45c5-a210-8bfbf6231ccd" ], "avatar": "https://morgan.com/", "event_id": "6b31c06c-c159-4c75-ba07-6fb0ace84853", "user_data": "thompsonmelissa" } } ], "list_info": { "list_id": "3e9e05ff-b759-4f7f-afdd-c9ef29da6235", "user_data": "87964 Joseph Grove Apt. 164" } } ], "url": "http://tyler.com/", "face": { "face_id": "e1d5ff72-68fc-4953-b817-dadc44c5a3f1", "external_id": "QUWtPWYxvhtBhFiNPSJc", "attribute_id": "698d6ff5-b690-4840-af25-a84ce492a38c", "create_time": "2013-12-28T00:02:46.822149", "lists": [ "05db8a70-31b8-4373-8400-f7f4f6bf8387", "85af90c5-0f9c-4ae1-a9c0-b35a44f48a9c", "e0180697-77b8-4575-a1dc-27e6ecfb93b9" ], "avatar": "https://www.richardson.com/", "event_id": "8d71e0a4-4164-4825-97c9-3948306a10bf", "user_data": "steven43" }, "detections": [ { "filename": "SDfoFuHKfdTctcjqfCse", "sample": { "url": "http://brown-murray.net/", "sample_id": "bcdedd55-f26b-4cbf-8269-a558164044ee", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.225739988746755, "dark": 0.451653857393255, "saturation": 0.934996211003805, "blurriness": 0.709607542872427 }, "rect": { "height": 7865, "width": 8566, "x": 790, "y": 2098 }, "landmarks5": [ [ 1925, 5032 ], [ 4624, 2133 ], [ 7613, 7866 ] ], "landmarks68": [ [ 3350, 6314 ], [ 5565, 2486 ], [ 1754, 9509 ] ] } } }, { "filename": "CQDctPpeofmIPFHSITfX", "sample": { "url": "http://www.jones.com/", "sample_id": "ed05c351-71ee-493b-8608-57c9a6adc818", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.627794430836392, "dark": 0.8556472275079, "saturation": 0.72768360159405, "blurriness": 0.769356090821912 }, "rect": { "height": 1607, "width": 4654, "x": 2837, "y": 682 }, "landmarks5": [ [ 4911, 8813 ], [ 1473, 4391 ], [ 596, 297 ] ], "landmarks68": [ [ 1112, 8731 ], [ 6737, 3224 ], [ 8626, 4241 ] ] } } }, { "filename": "tMAoVfAYYHnWjjwfJYgc", "sample": { "url": "https://brown-taylor.biz/", "sample_id": "1f0d2a7d-2bab-4d65-8b87-6c5eb41421eb", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.222219637264873, "dark": 0.750194667373016, "saturation": 0.681748753933902, "blurriness": 0.173469467759098 }, "rect": { "height": 7604, "width": 5691, "x": 6381, "y": 2527 }, "landmarks5": [ [ 8090, 6631 ], [ 936, 3201 ], [ 8510, 292 ] ], "landmarks68": [ [ 5824, 4667 ], [ 4765, 8964 ], [ 5512, 7747 ] ] } } } ] }, { "samples": [ "284d9e18-8e03-4512-b02b-bed7fde8d4e7", "80c06957-dd1b-40fd-aaee-8c9900e265a1", 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