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": 30, "gender": 0, "ethnicities": { "estimations": { "asian": 0.54101781451958, "indian": 0.912813935824308, "caucasian": 0.99080186930533, "african": 0.563478003062922 }, "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://www.savage-espinoza.com/", "attribute_id": "4661922b-cec9-4f74-a3b5-3702a6235a23", "score": 0.431729965804193, "basic_attributes": { "age": 51, "gender": 1, "ethnicities": { "estimations": { "asian": 0.486143716265021, "indian": 0.176654450786, "caucasian": 0.74175307907229, "african": 0.28037062035666 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "3fd59f93-396e-44bb-ae84-d916c6df485e", "89a1307c-50b9-45ee-88eb-405c42927b43", "def6626d-7c73-43ed-ac67-3db4a56cfa0d" ] }
- 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": "6d81a1bf-6270-4515-9ba3-845a551cacea", "external_id": "nBWJveFytTMkrQMKcAPZ", "attribute_id": "abe0b70c-79be-4359-b353-520857c2375a", "create_time": "2012-01-31T00:09:30.158196", "lists": [ "895e8031-7b4a-466e-a6c3-9406b95b1c81", "26a07340-fea1-4be2-b51c-1b04d6724a0d", "6209fee9-3363-482c-9ca2-ed49aa01a979" ], "avatar": "https://quinn.info/", "event_id": "1351357b-1fa6-4c71-a544-fe6dfc3bf54b", "user_data": "williamssamantha" }
- 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": "2fab1f64-cf2f-4673-94c1-421825e5b9aa", "user_data": "9211 Albert Street" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.857636423784032, "face": { "face_id": "98ee051f-a28a-4dd3-8402-70e476fe1a2e", "external_id": "vTLMuiNvqcUbriKCqFlM", "attribute_id": "34c3bb89-5669-4f6a-a4ed-fe7bf1adb895", "create_time": "1971-01-29T09:45:02.876080", "lists": [ "c2a9062d-fd71-4462-8d51-ce82b0979c5f", "354f7b98-21b7-4bbd-9689-9f01cc4b444b", "89f1b28e-a884-483c-b889-5ac0c0e9e1d4" ], "avatar": "http://kelley.net/", "event_id": "a504bf01-13a2-46a3-ac5c-dd94c880ab24", "user_data": "jimenezjacob" } }
- 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": 0.620687806267792, "face": { "face_id": "dcfef014-5fb8-43ab-8d9c-8ab14b250f4e", "external_id": "MaahyoVxRKIkFOwItHkj", "attribute_id": "ca5489f4-ca52-4110-8213-0b1064a651c5", "create_time": "1977-06-01T03:43:26.693048", "lists": [ "eea7b218-e408-4c2b-b4ba-edea3a316279", "8623f710-5d5c-4cd7-b3ff-b26c8bd9b20b", "d9c77ebd-4e0a-49a4-98c2-a532072efc96" ], "avatar": "https://www.ellis.com/", "event_id": "6a4bb13c-9e7b-46b2-beaa-79297979adaf", "user_data": "tiffanyromero" } }, { "similarity": 0.586538954480436, "face": { "face_id": "a4075ee6-458f-4522-9965-6dbb3c6dda88", "external_id": "bhnktTdBuuTkJTuSHtkA", "attribute_id": "65daf8f8-b935-455c-a142-410fbb5d88ad", "create_time": "2023-06-22T01:56:30.849740", "lists": [ "e818e791-fd86-4a58-9298-0c613d995ead", "326ea7e8-4452-45ee-8640-927a128057a3", "b848a9ef-74a2-434b-9e6f-2d1e393bf837" ], "avatar": "http://www.lynch.com/", "event_id": "1d196065-57c7-4587-9deb-ddd83cce24ba", "user_data": "robertjohnson" } }, { "similarity": 0.263466368338282, "face": { "face_id": "20559de7-cd57-4144-820d-ae71fb08bc78", "external_id": "nZEKwlwUigsCPVJfupsQ", "attribute_id": "5ec3b52e-8fae-4299-bfaf-fd7993cfbfd9", "create_time": "1993-07-05T22:42:28.755420", "lists": [ "511604a0-eb1e-46cf-a853-f84532c1f447", "a4cd130d-6907-4bcb-be1c-4cecedac129c", "afbceb91-53a2-4b51-b9da-5af318a5848c" ], "avatar": "https://www.blankenship.biz/", "event_id": "f84a0daf-d221-41f5-98b8-a31bf903bb8e", "user_data": "tylertanner" } } ], "list_info": { "list_id": "89aff09e-b727-484a-a469-cade209c8972", "user_data": "20335 Andrews Row" } }
- 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": "b10dfec1-dfd5-41c9-a6e6-5dd49dcb08b7", "Luna-Request-Id": "hJmdsWSQMrxegdjUTnyg", "events": [ { "samples": [ "19465393-5bf8-4833-a06e-f50429d8ed44", "1f4c4ace-5736-47df-be38-46f695a47c63", "fef52b27-f3fd-4d6f-883b-c1ac341383b4" ], "attributes": { "url": "http://www.martin-rodriguez.org/", "attribute_id": "9cb0621b-81c0-4fe9-b076-11cc88927aba", "score": 0.858978227741679, "basic_attributes": { "age": 81, "gender": 0, "ethnicities": { "estimations": { "asian": 0.819098194158634, "indian": 0.132469765304461, "caucasian": 0.990004909196862, "african": 0.325007038240003 }, "predominant_ethnicity": "indian" } }, "samples": [ "91bec006-a79c-4a94-b7f2-3be9d4eca43e", "aebeb925-f4b9-49c2-8c9c-d829825c05d3", "016f12ec-d62a-41db-bf76-dccd95b1063c" ] }, "source": "617 Logan Roads Apt. 793", "tags": [ "DycXIaNkOfVCQvinAuly", "btPJpJobRGkwjngfyzBG", "SiyGDsltCEAePtmmQgyc" ], "event_id": "6f95d93d-f376-4b33-9410-8ce89709c329", "match": [ { "candidates": [ { "similarity": 0.581741429956652, "face": { "face_id": "fe779e44-4507-49ff-a277-399394b0812c", "external_id": "PVPPFuBSgkgcJTKzgCHN", "attribute_id": "fb9eafb0-a279-4c8e-8c16-5c0dcec895b9", "create_time": "2016-06-07T13:03:02.277729", "lists": [ "1856413b-fe11-44ec-9142-6186e3b3aa19", "f98a8179-47a4-42a5-a164-8ad9b1e6bdac", "d2953857-19fd-46a1-8f86-ec84214e08ee" ], "avatar": "http://foster.com/", "event_id": "ef7ee9f4-da28-42be-8935-06af3f69b01d", "user_data": "darlenesanders" } }, { "similarity": 0.664469232720124, "face": { "face_id": "ad3ec6d4-a7e6-4897-803e-9542bc264390", "external_id": "MUyozezDNgzHJixdJcXj", "attribute_id": "0ce28ae1-2872-4d34-8925-fc4a5cc30199", "create_time": "1995-01-28T07:30:44.509599", "lists": [ "02d7aae5-6657-4baf-b6e9-76d7279b27c7", "de552243-3c51-4931-a941-a3ee76104d76", "e6450656-0e5e-4b30-986c-40916e489ce3" ], "avatar": "https://bennett-smith.com/", "event_id": "f956ca85-4a3f-4f8c-be20-8eec87758547", "user_data": "kvazquez" } }, { "similarity": 0.614262133597327, "face": { "face_id": "059a0136-400c-4665-8d25-83cc4a547172", "external_id": "INynAVIBuhYULIrIfxuV", "attribute_id": "6a24d2fc-1359-41b9-99ef-addba646006b", "create_time": "2010-08-02T07:14:06.689846", "lists": [ "dabb79d9-7bf9-40a1-821e-b21b7acbb93b", "a27c8eb4-e8d4-4101-9ca1-4ba6ad3eef8a", "1e6ae333-b8a6-4545-b54b-f744e596dfd4" ], "avatar": "https://collins.com/", "event_id": "ea41e3d1-58a7-4f31-9823-202e5fbb4039", "user_data": "kthomas" } } ], "list_info": { "list_id": "34881f07-587d-48d4-8abe-56e012979059", "user_data": "323 Brown Ramp" } }, { "candidates": [ { "similarity": 0.221319470052004, "face": { "face_id": "f6cdaa50-6421-488f-b77b-3bbd75c7e698", "external_id": "qUwbWbkrXEWUcHhWCXcP", "attribute_id": "fac6eb38-ed8b-4c04-ac3f-02a64e570a7e", "create_time": "1998-01-08T18:56:59.152366", "lists": [ "42e2c186-12e2-4e3b-9575-47fb2e2c9660", "de4654b6-53dd-4dd8-ab27-87f22864de50", "e019f4bc-bdfd-40a2-a8b2-e3f7b9ecbf7e" ], "avatar": "http://osborne-harris.com/", "event_id": "6a743d94-232d-47e4-a470-aa83c7893dc9", "user_data": "kyle56" } }, { "similarity": 0.37399437899945, "face": { "face_id": "305145a6-e7bb-4cb7-95c4-92e7d63faefc", "external_id": "MMkspJqtQhKbDUvmOpCg", "attribute_id": "3a54b6c4-cb4c-4784-8ad3-79417f6ba364", "create_time": "1984-10-02T22:05:32.832168", "lists": [ "50983e13-4b1a-45b4-8d03-26f54c7af050", "f15581c4-c3aa-4b52-aa41-15473c552a08", "9c7e384c-e39d-41a6-87bf-6b31b1dd5c08" ], "avatar": "http://collins-powers.com/", "event_id": "13e5c073-3d71-4ed6-af51-305b84279ebd", "user_data": "robert58" } }, { "similarity": 0.658350789173394, "face": { "face_id": "8ae6fe07-e9b3-4013-a955-ef9aa9043e8a", "external_id": "bZcdFBLtruYWomwOfcSr", "attribute_id": "9679b33f-fb01-4ef5-8245-fb07ad35d44b", "create_time": "1980-04-17T18:34:22.389408", "lists": [ "f610c440-83b1-4a39-b3f0-f5b3eebd204b", "3d3f386a-0e59-4eb6-a41f-dcc4c051cf3d", "f1eb5c0a-b0c4-4191-8c24-7a78a751cb3c" ], "avatar": "http://walker.net/", "event_id": "9313432e-ffa1-4ced-89ee-777ee318c31f", "user_data": "maryporter" } } ], "list_info": { "list_id": "21c724fe-087b-498e-be3f-b76b388160c8", "user_data": "50749 Kelly Heights Suite 428" } }, { "candidates": [ { "similarity": 0.998181917026117, "face": { "face_id": "c70852dc-6d8d-4569-96d1-a65adad0818d", "external_id": "NuwZmKTbBnKuXDmDCZYi", "attribute_id": "73e64adb-2593-4906-94f5-d387518e8fb1", "create_time": "2013-06-16T02:45:05.046475", "lists": [ "7ddc9bb8-8392-4e4b-900d-0b7f560dda00", "f5a96a52-5596-4554-b864-d5ff39d52b6d", "ba0dea7c-6801-4637-898c-e8b9a4b4f8a8" ], "avatar": "https://ritter.com/", "event_id": "fa78b330-c712-439e-b874-53c09809c3cc", "user_data": "kristinroman" } }, { "similarity": 0.668709917869203, "face": { "face_id": "86cd3bfc-1a40-4eb2-8492-2aa9d35b049f", "external_id": "uYkittZnXCkJOnaGtinN", "attribute_id": "b9d6705a-cbe8-42c8-8f4a-9a293ad98bbe", "create_time": "1983-08-04T12:17:37.396411", "lists": [ "13e05e9b-7253-440e-a2a5-45d36c01d17d", "ea9d453a-a541-4751-89a9-a76468d9179e", "bf5b03cb-492c-4ea8-879e-c1ebd3044bd7" ], "avatar": "https://www.russell.com/", "event_id": "5e24d503-5110-41f5-902f-b27b840168bb", "user_data": "flemingdavid" } }, { "similarity": 0.560932043060748, "face": { "face_id": "df6c2687-d7bc-4e59-a4f4-f2d9b09f6aa5", "external_id": "ukQpCFvbFSKKrVinMFMd", "attribute_id": "18929814-07b4-4197-8d84-ea83bbcf4a40", "create_time": "2009-05-27T20:54:33.958274", "lists": [ "b3edafb5-dcfc-483a-8d11-b11169b1641b", "2620a296-3867-41ea-90f4-01edf98a9d9d", "8ef54595-8b80-4f77-831e-b4f4f8668d3b" ], "avatar": "https://taylor-smith.net/", "event_id": "9a5275a0-3bac-4a42-82db-d521df4c2227", "user_data": "wholden" } } ], "list_info": { "list_id": "577ff187-d8ad-48d8-a9ec-8ddab88de2da", "user_data": "536 Mccoy Valley" } } ], "url": "http://www.rosales-reynolds.org/", "face": { "face_id": "59902906-ae0d-4a9d-b9ae-4a29a00fef44", "external_id": "vvXyKgqvQIfnRRZPDYIM", "attribute_id": "7e220030-f7e1-452e-b61a-67043fb7fdf0", "create_time": "2023-05-23T08:55:56.894358", "lists": [ "acd5c40c-180f-4210-9c49-6d6fa5737094", "72545f16-a9fc-4cf6-9c44-7fe62e7382d0", "ac0e919f-a6a1-4319-b8ff-f53af28ccb3b" ], "avatar": "https://hill-sullivan.com/", "event_id": "8121d44f-92e0-4019-840d-cbe8ec90ea26", "user_data": "randall33" }, "detections": [ { "filename": "jALmJcQtzHeewOzOQSLS", "sample": { "url": "http://williams.com/", "sample_id": "1df05ba4-3e9e-4098-af0a-50906f44a592", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.440767226886415, "dark": 0.864218703085317, "saturation": 0.382605256130438, "blurriness": 0.813226547973955 }, "rect": { "height": 4628, "width": 9913, "x": 3821, "y": 593 }, "landmarks5": [ [ 2136, 192 ], [ 2780, 578 ], [ 1243, 2281 ] ], "landmarks68": [ [ 882, 6454 ], [ 5908, 9708 ], [ 1226, 6579 ] ] } } }, { "filename": "nIhpOYHfzNAAEbWZjsJq", "sample": { "url": "http://camacho-shaw.com/", "sample_id": "395df9b0-d740-4f7f-9e81-7ea96f891b6a", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.6606211027678, "dark": 0.273946439455757, "saturation": 0.179769523369617, "blurriness": 0.394359436158492 }, "rect": { "height": 5074, "width": 7453, "x": 3543, "y": 9126 }, "landmarks5": [ [ 711, 8007 ], [ 1117, 3837 ], [ 2663, 716 ] ], "landmarks68": [ [ 4077, 282 ], [ 9459, 4818 ], [ 6828, 3024 ] ] } } }, { "filename": "OCoKKeWUXdxsUwbMShpn", "sample": { "url": "https://www.contreras.com/", "sample_id": "a924cc44-3239-4f13-b1bd-62673820d864", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.86161035026441, "dark": 0.16850755195854, "saturation": 0.714519404435112, "blurriness": 0.702501308084278 }, "rect": { "height": 8386, "width": 5725, "x": 3073, "y": 6501 }, "landmarks5": [ [ 8241, 3435 ], [ 1663, 3651 ], [ 8260, 7535 ] ], "landmarks68": [ [ 6975, 2039 ], [ 5747, 9965 ], [ 3508, 4793 ] ] } } } ] }, { "samples": [ "b6db1514-0453-49e5-a1f0-c493cabc7c9f", 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