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": 100, "gender": 0, "ethnicities": { "estimations": { "asian": 0.35475552567857, "indian": 0.501741899612694, "caucasian": 0.12466761024155, "african": 0.468389462209088 }, "predominant_ethnicity": "caucasian" } }
- 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://shepard-duke.net/", "attribute_id": "6013dff2-6ae9-47b9-925e-ba629a4618c6", "score": 0.487094876866535, "basic_attributes": { "age": 45, "gender": 1, "ethnicities": { "estimations": { "asian": 0.24922859794964, "indian": 0.480670225960848, "caucasian": 0.249550209210055, "african": 0.208468122822317 }, "predominant_ethnicity": "african" } }, "samples": [ "af949468-ce41-459a-988f-66cc67e46553", "2047d36e-0713-4075-a5c8-4dda4e3bb510", "deb9aab7-3d22-40ff-affd-ba87c4dd9d2b" ] }
- 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": "566235a2-65ea-4499-a344-5787dad989aa", "external_id": "ejbkTaHwcqzxrhKqvpfg", "attribute_id": "88c872e8-0709-49de-af3d-963bb15f8c8a", "create_time": "2012-04-14T18:47:00", "lists": [ "6d02487f-c1b7-4b9a-8002-8222e6ee398e", "cedbbb43-faa6-43ff-89b2-eef0c98d15ae", "d04368b9-e1db-4be6-9fd4-bed1512b4f65" ], "avatar": "http://www.lamb.info/", "event_id": "c8c8f11f-0a04-4c99-95bb-5490d9aad461", "user_data": "warrenlindsey" }
- 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": "44aacac8-7b09-4221-ad60-7e935eda5a30", "user_data": "92562 Hendricks Field Suite 775" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.398509633110527, "face": { "face_id": "55264eab-42ae-4978-b01b-4d0df93980b3", "external_id": "AftaujuytoNHIOZURSWm", "attribute_id": "025b9884-999c-41b3-beac-5a2859cf5c2c", "create_time": "1992-11-20T22:26:48", "lists": [ "79131c23-4216-43fc-93b3-c37150ddb81d", "6ace5b57-3e5e-467c-9985-cf09d0777ea8", "551e33b1-5278-447c-825a-ccdd130e183e" ], "avatar": "http://ortiz.net/", "event_id": "fca0f52a-793f-4cf9-b120-1adc4dfaf0d1", "user_data": "mark67" } }
- 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": 0.408647072946124, "face": { "face_id": "8e55ecac-effa-40d3-97a6-fb32a569e632", "external_id": "BOFwoNYcIINSMQGxckwc", "attribute_id": "ddd8ce92-353d-4a0d-bff8-48decb98a7e2", "create_time": "1995-01-26T06:24:13", "lists": [ "9b9bc643-a4e7-4895-ab93-fa8afe068275", "a3633d99-f51e-4b78-9af1-64ad06849780", "464dec3e-d470-4198-851e-418f05e0b756" ], "avatar": "https://www.jackson.biz/", "event_id": "ca210e97-35ca-4c7f-bc93-10764a988137", "user_data": "asullivan" } }, { "similarity": 0.33391099658005, "face": { "face_id": "29817457-3a5d-4951-879d-4de65d450a6a", "external_id": "xlNuEURbCxNCufczqbfP", "attribute_id": "e5e1f87c-99a8-42c0-b20d-2932ab8f6f3c", "create_time": "2017-11-02T16:48:48", "lists": [ "41016b0a-d539-4267-afce-da0f3358898c", "810ecb0c-92e9-45a8-90ba-d35f563e200f", "3b9017a5-0eae-411f-8cd3-c5b71980711f" ], "avatar": "https://johnson.com/", "event_id": "5360e0a6-d5bc-4572-8083-9c85304fedd6", "user_data": "davisbrian" } }, { "similarity": 0.426493014123459, "face": { "face_id": "f54743a8-09d7-424f-a91b-3d4728d7a957", "external_id": "yYPlGgmcUMmFPKgTIfvN", "attribute_id": "8b6ddbb2-e3d4-4f2a-877e-194aa8753f57", "create_time": "1971-11-26T02:43:46", "lists": [ "2e8dde3d-f1f7-4cb5-be7e-7c7b4a658f8c", "c089df77-d87e-43ec-a939-b46c75ab50fd", "b43cadfb-9251-4af7-a4b9-6ceb72009271" ], "avatar": "http://www.price.com/", "event_id": "06b3611b-9204-4d73-88f1-42f989435e3e", "user_data": "hdavis" } } ], "list_info": { "list_id": "97bb72c5-bfd0-4a92-86ab-a65a87b15ab2", "user_data": "2676 Jason Roads Suite 512" } }
- 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": "7c553fa5-0b06-495c-aee6-6e0ca23d0126", "Luna-Request-Id": "yIKSOJrFXsqFHzbGTNJx", "events": [ { "samples": [ "2c54b743-20c9-4019-8e86-187e458bdb2b", "599708ae-3110-4630-8843-2aef1fda423d", "35fbd364-b454-41a1-ae62-83cf597e9942" ], "attributes": { "url": "https://www.castro-caldwell.com/", "attribute_id": "5146585d-3a48-4cae-9339-6df1cb5eafad", "score": 0.546467952022079, "basic_attributes": { "age": 72, "gender": 0, "ethnicities": { "estimations": { "asian": 0.784633556057719, "indian": 0.731443775007043, "caucasian": 0.191828699845993, "african": 0.910954828927354 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "9f3e5af9-3ca0-41ed-b15a-931ba9e26b6a", "0fc2cbc5-c88d-45f8-a221-6309f0669c72", "addf9c1a-20ca-4338-9fb0-4afd94c597ca" ] }, "source": "27138 Brittany Well", "tags": [ "laeCQFymcUTukavqciJu", "qEMtmZibYIKtKxOTXLrO", "zPADJNPRfLclWqGVwWog" ], "event_id": "1454382f-188f-4760-9807-74ded0894635", "match": [ { "candidates": [ { "similarity": 0.479537138395589, "face": { "face_id": "ec4b7f6c-d37c-450f-8293-29d3f01bef52", "external_id": "cWQWcnQsxomhVtDkmCQm", "attribute_id": "b06d8313-4be2-4d5a-8147-af8e0d6db42b", "create_time": "2021-04-19T11:55:09", "lists": [ "94ad15f1-6da2-43d0-bc8a-94332ee28e04", "d06744ab-8eeb-488f-b4a4-71fcd8b4276b", "f885aa90-405e-4980-a06e-90ab2dd84595" ], "avatar": "https://www.snyder-meyer.com/", "event_id": "123a2d61-363d-4f9c-a9a1-de8aae59b856", "user_data": "jason50" } }, { "similarity": 0.282757550891344, "face": { "face_id": "ddcafb88-0b2e-4e92-bda0-666aab17ca3f", "external_id": "yLKThDmkxVTZZAFkVzRE", "attribute_id": "4768fb78-1f84-48b4-b64f-0941b703c7ae", "create_time": "1972-04-26T02:39:23", "lists": [ "d35ca08b-70b3-4d40-a33c-4fc3bcea3a21", "808e73bf-b919-4706-b830-e5eae3f87df7", "3db7c302-d053-47f3-bce9-b13a55021344" ], "avatar": "http://huynh-avery.biz/", "event_id": "e0b43649-0511-4d0f-b903-f9ba1e46c0f7", "user_data": "colemanalan" } }, { "similarity": 0.784944897821609, "face": { "face_id": "6932e580-7b62-45ff-9101-f703a989ebff", "external_id": "GTpZsfIKQJwzTTBwgVzu", "attribute_id": "659ac698-345f-4a95-968f-1afd4211088e", "create_time": "1973-08-12T11:49:57", "lists": [ "794f84f5-10a5-43f2-a13d-9dbfe0f036c2", "1779d374-b75f-4a5f-b18c-16da0e40c117", "8e41df26-c07b-4be9-bb39-977221b87784" ], "avatar": "https://www.rodriguez-hamilton.info/", "event_id": "236580cf-842d-4b39-a273-87d2972b7fdb", "user_data": "kevinvelez" } } ], "list_info": { "list_id": "0d804d29-aa79-4981-8816-d8a4b0b71a6b", "user_data": "6658 Natasha Fork" } }, { "candidates": [ { "similarity": 0.88191762991627, "face": { "face_id": "16e5a9bf-64fd-4a2d-9b1d-3b3bb5028d78", "external_id": "QOQiZdQDcrpWvrpWQyEH", "attribute_id": "9923c3c3-6111-4862-8353-425f5a451822", "create_time": "2006-06-26T18:19:29", "lists": [ "08a1cc9e-f6c8-457c-a00f-6d69af43ef04", "702fa1cb-09f9-4d5a-8984-10567a823b5e", "f1b3d54b-a196-4aa3-afee-0c586421eff4" ], "avatar": "https://www.ross.com/", "event_id": "d78c3c42-8ae8-42fd-8580-8446271a38d3", "user_data": "hsandoval" } }, { "similarity": 0.33368067504625, "face": { "face_id": "86ead205-f597-43b4-83f5-61b337389933", "external_id": "ENAMiMbKOrTvOWMYsdEt", "attribute_id": "1364ae05-8134-4d4b-bf8d-7d2618d9433b", "create_time": "1994-09-11T03:03:45", "lists": [ "79507ad4-0d85-4991-a153-f046f7e11c04", "f622778d-77b1-4a92-adf7-352f50fca218", "9744a9fa-5d1d-491d-b86a-02f4d00eeca8" ], "avatar": "https://www.allen.info/", "event_id": "f1cbf4f5-a64f-4e41-8dbe-6eb2abf0d1f0", "user_data": "juliamason" } }, { "similarity": 0.977544899792388, "face": { "face_id": "5ea77c78-313b-47ac-b26a-5b40d2a9cd4b", "external_id": "WxXsPFdlEHpHbcVRnZYi", "attribute_id": "e1e00c80-e33d-47e1-86b7-47e74a687965", "create_time": "1986-03-03T02:21:08", "lists": [ "9688cc1a-f24a-4dfe-acc0-0f87581cface", "2365974c-8396-4394-a586-8ab7767993c0", "7e172097-90e7-43c3-9cbb-c23a06b060f1" ], "avatar": "http://rodriguez-rogers.com/", "event_id": "b6a0b7fa-623d-4974-9dd5-5966d5a4ec84", "user_data": "crystalberg" } } ], "list_info": { "list_id": "83bf863b-7cf7-43e0-8abb-34c47e4143ae", "user_data": "7505 Cody Trafficway Suite 186" } }, { "candidates": [ { "similarity": 0.58109244645522, "face": { "face_id": "4d0247d1-6ad7-4ee0-a661-a59075b33e1a", "external_id": "WLJwinCXvbmEXfbvgPlc", "attribute_id": "adde3425-a6e9-410c-856a-fedbfd4c4829", "create_time": "1982-12-08T13:24:42", "lists": [ "6a504cfb-801a-401f-8194-f9cd3ede6ae4", "6a6b6189-e2b8-47cd-853e-d6670b4a35e6", "217d8198-0c35-4ff1-9a75-3fab09480169" ], "avatar": "http://www.murphy-bell.biz/", "event_id": "2434d168-1f2f-46b9-ab17-612835ef1389", "user_data": "stephentate" } }, { "similarity": 0.951648727185736, "face": { "face_id": "0a8b7294-579b-427a-ba2f-12a2c75dcfa5", "external_id": "icmVGdyCgNqXXfpRMHxV", "attribute_id": "71f3f882-cf0d-41e2-8dfc-46b2ab62927e", "create_time": "1988-01-13T16:03:51", "lists": [ "21681b5e-69f5-4be7-bd6a-4d83e054f2dd", "fcc6e619-e0cb-49f2-9d61-084ed54ee433", "c61a888b-6a3e-4d0b-9d62-824eaa4f5ca9" ], "avatar": "https://www.gardner-lester.com/", "event_id": "2aa97201-d46e-4c8e-9611-16543d882dde", "user_data": "websterkimberly" } }, { "similarity": 0.211512350995923, "face": { "face_id": "4520c917-f424-41e2-b603-95f2914b8ecf", "external_id": "afUpgEaWGZUEXJyqkqHC", "attribute_id": "ef2c1f90-9686-4621-bde9-c4a08914d869", "create_time": "1975-10-09T12:03:51", "lists": [ "d0d42db9-46e1-48c6-be53-ba2f6523de5b", "05b3c750-affe-47f3-a802-d7e730e3a82b", "c219fadd-a877-47cd-89c4-bd9bb21da637" ], "avatar": "http://harris.biz/", "event_id": "1a819db8-5bb3-43ff-b91c-2be2069cca7d", "user_data": "joseph85" } } ], "list_info": { "list_id": "a950433a-6280-417b-b714-ed082b731829", "user_data": "70573 Medina Forest" } } ], "url": "https://www.smith.info/", "face": { "face_id": "6023f46c-5494-404c-9ed5-936b3dfaffd9", "external_id": "BGpuKwcodimZmNOhqMhe", "attribute_id": "95b383ce-6bb4-4309-97ff-773b56bd45ed", "create_time": "1982-12-03T12:11:33", "lists": [ "67abc00a-6191-4268-8b83-b5a4ad89347d", "a1ce4985-5d74-4287-897c-ce26a126da9a", "ab1542c0-aaf4-4291-b273-5a98f42f0d19" ], "avatar": "https://www.ross.com/", "event_id": "16e08934-3d64-4833-b7d3-dcc52c85d586", "user_data": "monica11" }, "detections": [ { "filename": "XgCmQODXtufKgbeUbEVn", "sample": { "url": "https://jennings.net/", "sample_id": "ba65d6e7-bb62-4087-ab1c-f881bf0cef14", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.786451583580782, "dark": 0.276710959861292, "saturation": 0.31103184663326, "blurriness": 0.323202081395358 }, "rect": { "height": 2241, "width": 5393, "x": 9296, "y": 4674 }, "landmarks5": [ [ 8160, 8230 ], [ 6563, 9422 ], [ 2434, 9448 ] ], "landmarks68": [ [ 7402, 4035 ], [ 8483, 2983 ], [ 3121, 6045 ] ] } } }, { "filename": "mVgfbOIDUMGHorWmYsYf", "sample": { "url": "http://www.michael.org/", "sample_id": "e6910508-c72e-4834-a229-35c3c9a538e0", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.476627426504656, "dark": 0.278745705630553, "saturation": 0.646646542950631, "blurriness": 0.588312868767659 }, "rect": { "height": 5549, "width": 4034, "x": 9353, "y": 4287 }, "landmarks5": [ [ 5407, 9496 ], [ 4603, 1465 ], [ 871, 260 ] ], "landmarks68": [ [ 3515, 3391 ], [ 6414, 9985 ], [ 3742, 3014 ] ] } } }, { "filename": "gaQmArStuODwizWyXOFX", "sample": { "url": "http://www.khan.com/", "sample_id": "dea86a10-1ea7-43f2-ac05-a122776a898f", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.72235250281468, "dark": 0.433773601565093, "saturation": 0.647811140382103, "blurriness": 0.96189209662812 }, "rect": { "height": 126, "width": 2090, "x": 8709, "y": 5359 }, "landmarks5": [ [ 2757, 2123 ], [ 6286, 4393 ], [ 6434, 5937 ] ], "landmarks68": [ [ 7151, 2172 ], [ 5073, 9426 ], [ 2769, 2147 ] ] } } } ] }, { "samples": [ "621ff266-2066-4145-8f3c-38e21c0b3c18", "d5dbe381-27e7-43b2-8982-f4d305b92040", 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