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": 11, "gender": 0, "ethnicities": { "estimations": { "asian": 0.118408458569872, "indian": 0.203303340781156, "caucasian": 0.667700448417052, "african": 0.539187734170751 }, "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://coleman-hill.com/", "attribute_id": "2c0e3437-9f1b-4d27-bdf8-051bfb26de8a", "score": 0.396839040584697, "basic_attributes": { "age": 68, "gender": 1, "ethnicities": { "estimations": { "asian": 0.672735841758621, "indian": 0.493980026494888, "caucasian": 0.184137225825199, "african": 0.251734171755993 }, "predominant_ethnicity": "indian" } }, "samples": [ "f377cb3e-423e-4e2a-86ca-5bb87018c67f", "cb9d9125-455d-4f52-8be4-b82ece8c8ef1", "ced0761a-07d4-4f80-86e9-c83fb67551b6" ] }
- 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": "7698d434-0fa4-4765-8007-97347c6c2096", "external_id": "BsradwaMEyhoMnDIWtie", "attribute_id": "09079cdc-edbe-4059-9b86-e6ea152aac66", "create_time": "1982-05-19T20:01:57.124114", "lists": [ "5a00c32c-8fb2-4340-ab37-038370f7b52f", "a2bbea37-afce-4a3e-ac2c-d6128c35d20f", "4cbdba82-7185-4593-aee5-e2ca3d3ed6c0" ], "avatar": "http://www.walker.com/", "event_id": "298733dd-e68c-4385-8fc0-e43bafa4aed1", "user_data": "candace41" }
- 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": "3d3775f9-d405-4655-8228-9a01e86152ae", "user_data": "290 Luis Divide" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.42120294395001, "face": { "face_id": "fe8b6865-356a-4108-8459-4f8f00647ca1", "external_id": "xCEvKCubEAhvUoclVIwJ", "attribute_id": "0301e1f9-4962-43c6-8ee8-c0de6afb9413", "create_time": "2007-12-05T09:55:51.703076", "lists": [ "7c993e6b-8257-48ea-8338-8ed34239dad0", "38c34388-f133-447e-8709-9d5f71b1a0ed", "e258fe2c-32c0-467a-a1fa-5e8e574ddc0f" ], "avatar": "http://www.welch.net/", "event_id": "ce97a449-c57f-4cb9-b0f9-c825d69d404b", "user_data": "sarah29" } }
- 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": 0.362073393680357, "face": { "face_id": "ef937f9f-7b56-4d7a-a611-4fcec8fc7e8b", "external_id": "njGSYfqpHinFPEYcFCBm", "attribute_id": "0feb073e-e495-4cca-b676-87bb77dd1ac0", "create_time": "1976-02-10T14:39:17.490436", "lists": [ "59520a64-1c9c-4360-890b-e17cde63c76f", "15c51108-3121-4cc1-bbe1-df2a509756e0", "4fe02858-6088-44f9-afcc-5c011671cec3" ], "avatar": "http://www.montes.com/", "event_id": "95f2a5d1-62de-443f-a0fc-a71d765335fc", "user_data": "cobbdennis" } }, { "similarity": 0.441080187456666, "face": { "face_id": "335070a7-b34c-40a5-a552-06b0f7bfcf41", "external_id": "nImeLzNpaIRMFYNpOpQJ", "attribute_id": "3d07624e-8f81-4580-ade4-4878ba10ac6a", "create_time": "2009-10-21T07:34:10.289555", "lists": [ "eeb381ec-cdaf-43c7-b7c8-6132177b9eee", "472636bd-d47a-4c6d-9e52-580bfc3b5858", "b3f4373e-8daf-4b11-8401-61315de74d36" ], "avatar": "http://smith-estrada.biz/", "event_id": "06cac4c9-7846-4a9c-966f-7135fece7413", "user_data": "miguelgonzales" } }, { "similarity": 0.870973170516738, "face": { "face_id": "a03430e7-f896-4890-b774-1f2acc09cfff", "external_id": "JlcggjZRgrrdrvbguEKZ", "attribute_id": "28a23b61-f7b7-49a4-9940-2d1cb8bf18c2", "create_time": "1973-11-30T01:47:27.793125", "lists": [ "95c53543-076c-4c84-b97b-3544030ac555", "4e15f48d-6c80-49cd-89e9-03eba4cdec3a", "5c02a203-705d-4595-ad79-d95d74d262b0" ], "avatar": "http://lopez.com/", "event_id": "aec336f4-1434-49ff-9623-b381797bec24", "user_data": "michael65" } } ], "list_info": { "list_id": "90d35205-4f4f-49d8-84d0-8d6fca871a41", "user_data": "197 Garza Station" } }
- 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": "e1b27936-48bc-4f2d-a081-fe675b493b72", "Luna-Request-Id": "LMbNSjDWUXsuqDPgWfkQ", "events": [ { "samples": [ "ddca5275-a2c9-4c05-b5f0-5c2fd1144960", "44f4e584-c97e-4fe1-9834-88fd2e7c27a4", "2d579749-80ee-42af-835a-9c4dfeb396a7" ], "attributes": { "url": "https://www.horn.org/", "attribute_id": "d10d229b-8999-4467-a579-adcd53719126", "score": 0.478492974684794, "basic_attributes": { "age": 63, "gender": 1, "ethnicities": { "estimations": { "asian": 0.99348970883749, "indian": 0.501901829809624, "caucasian": 0.636558970380509, "african": 0.1222340896106 }, "predominant_ethnicity": "african" } }, "samples": [ "e0eda44a-1905-481f-9cdf-3bb1d3932d11", "48f605ff-5dba-4529-a231-5476a049b80d", "589e7c14-bdd2-4775-ae50-03966b8d4865" ] }, "source": "87788 Todd Coves", "tags": [ "ikmKUEQFUtVyCGlcAiPS", "dcEuqcXzuCGZqBVxUOfE", "OSIhANTRcIGFpOmvYwIC" ], "event_id": "5637c9ca-bfe1-4f7d-96ad-f25fb82eac30", "match": [ { "candidates": [ { "similarity": 0.218679901181723, "face": { "face_id": "52082878-d0c2-4017-aff2-632abc7d317d", "external_id": "hYfDhvSqeEeudcdMENuP", "attribute_id": "a40fd96e-6495-43d4-8eeb-82bfb958f56c", "create_time": "1998-12-16T15:35:11.534769", "lists": [ "73cdcdc6-e664-4f52-ba74-f588e549ee09", "c6cddd71-9688-4ad3-b091-230cc1e66024", "ec982ad3-56fa-4f39-b42d-d8577d3b2fc8" ], "avatar": "https://www.richard.com/", "event_id": "f88d49c4-3fda-426c-87bc-a5b9ce10bce3", "user_data": "kristenpowers" } }, { "similarity": 0.174147270832145, "face": { "face_id": "1ba19cd8-462f-4f93-8f0d-606fff339b9f", "external_id": "MhYBOPEsCRNBceqAgQKZ", "attribute_id": "53d8bf83-526e-4d3d-bf6d-8fb1871a0f6d", "create_time": "1982-01-22T21:31:50.326679", "lists": [ "f99fb206-8cbd-4606-a28e-2e3490e06bbe", "5760a473-a32e-4529-a7be-12a332e799ba", "cb1cce7e-1974-4180-b08a-098fb467aa83" ], "avatar": "http://brown.com/", "event_id": "4a29bd4a-2640-4481-a37e-44aafa291db9", "user_data": "donaldrobinson" } }, { "similarity": 0.582842401234947, "face": { "face_id": "0cc2784b-bc9c-4393-ac29-049da5f6f4e1", "external_id": "kATuhPBKDihBhcupEDtG", "attribute_id": "930d8fe0-9742-423e-a6a9-d60da0fc03eb", "create_time": "1971-04-12T17:07:04.734036", "lists": [ "b3fa2075-c949-432a-a8b9-a7d5413f7f62", "bd945348-081d-4539-add1-587abc8677e9", "6437ded7-6239-4193-99b7-e8dc09f7ba0b" ], "avatar": "http://white.com/", "event_id": "2d851ce5-a56b-4dd0-a15c-fba8f434c459", "user_data": "fcolon" } } ], "list_info": { "list_id": "3745719d-40b6-4ea3-be10-4f0b87e09c66", "user_data": "5268 Robert Tunnel" } }, { "candidates": [ { "similarity": 0.55329387781599, "face": { "face_id": "3f8d2f9f-7aad-4b6b-8782-89319c3c0de8", "external_id": "khvNBgKewoVzxDPrFPMU", "attribute_id": "5916571d-c84d-435b-9554-49f70544703a", "create_time": "1981-09-02T17:07:07.260986", "lists": [ "c31a1a3a-3f5e-4fe4-92c2-fc124cbc1a33", "ab6e0340-d2ce-47e1-8e3c-500ee27da995", "e3b06266-79b5-489b-aee6-cb48cc620c28" ], "avatar": "http://www.moore-williams.com/", "event_id": "81e8aa96-e3b2-48fe-b275-25c1455acfd7", "user_data": "valerie07" } }, { "similarity": 0.37897917625687, "face": { "face_id": "4df74e6b-d58a-4fdf-8863-a4a42b90e507", "external_id": "jlHpbNrbIIVHeypOVifU", "attribute_id": "9d59ac7c-dd8b-4648-80a5-dc834cb46a03", "create_time": "1983-06-02T15:36:51.288172", "lists": [ "32ed216b-5bee-4954-a598-7a3eb48702de", "e9088275-1511-40b6-a11b-68752a7db282", "a9c4d1b0-9dbf-4a44-a5f7-1960b3fc4006" ], "avatar": "https://www.carpenter.com/", "event_id": "8b8c3396-a24f-40a6-87b4-c33905afa092", "user_data": "pgarcia" } }, { "similarity": 0.600804892968567, "face": { "face_id": "3f0a8ad0-59b3-484a-8b61-3fce9b19f537", "external_id": "xOIhhCtZKekkJzphCtSK", "attribute_id": "7693b91d-5f7a-4a07-9218-0bed69b10803", "create_time": "1997-03-26T13:19:26.036896", "lists": [ "892e097f-317d-47f8-b416-eb609ec499b8", "e9deb624-9af2-4ccc-a7f3-076c74dda608", "6b13f703-060c-4909-8775-4c969e7388cc" ], "avatar": "http://rose-rose.com/", "event_id": "23fd605d-d19e-49ab-ace2-8861d9f45135", "user_data": "reginagates" } } ], "list_info": { "list_id": "079e6725-9c1f-4b2f-87c2-b3b10594affa", "user_data": "02020 Peterson Cliffs Apt. 637" } }, { "candidates": [ { "similarity": 0.244692172529387, "face": { "face_id": "4d50a0c4-ce89-46b1-bd2c-c272697d57fc", "external_id": "mNEllZbOXAZkMxelNqfj", "attribute_id": "99854cfd-db30-4192-9c3e-c05dd201ea44", "create_time": "1971-12-02T18:09:17.886157", "lists": [ "b05c72ad-edff-4090-96b5-0c643ed491ba", "dc1c499b-1739-4f16-b866-f1d7eb39a814", "5dbee3fc-bfb2-477c-87df-b6a33bd40717" ], "avatar": "https://www.bates.com/", "event_id": "e67913eb-7a04-44b4-9038-b2285cc3200c", "user_data": "zhammond" } }, { "similarity": 0.955734656648592, "face": { "face_id": "67aa6733-4c36-4c5a-9c6f-098ff334cdfd", "external_id": "QqsBprKExkJQhZKSlxTG", "attribute_id": "4d3c4eaa-4a3e-4800-8431-e976e8723344", "create_time": "1991-06-28T22:21:57.469316", "lists": [ "1bdfc9cf-a66e-41d3-b875-7daf65ab9585", "82134fb3-82a2-41fe-8730-caac3954b939", "a6266613-7fc0-4f46-9342-4abd5e92a8b9" ], "avatar": "http://fisher-kelley.org/", "event_id": "ef907f20-7553-40f0-a214-169e50e18350", "user_data": "gandersen" } }, { "similarity": 0.354105918192962, "face": { "face_id": "96554b31-0248-48ef-a349-3fb608149222", "external_id": "MvoPeZDRobuHwLPZHyIZ", "attribute_id": "f7428099-00a2-4088-ab0b-73c29d536f62", "create_time": "2011-07-22T09:57:45.564554", "lists": [ "a8a6218f-bbd0-4367-9abd-a51e6c99dc5a", "a0a968bd-d3e1-4f5a-a596-3bf47edefd5e", "fc551429-ad56-4144-b532-b24f0a598de8" ], "avatar": "http://www.morris-jimenez.info/", "event_id": "6242b12e-0217-45a2-895e-711a21d8c472", "user_data": "carrshannon" } } ], "list_info": { "list_id": "730bf56b-39e2-4001-9929-9fe1d68c0d3c", "user_data": "80117 Garza Throughway Apt. 346" } } ], "url": "https://www.schneider.com/", "face": { "face_id": "9e6a0230-36b6-476a-804c-594b37e3be35", "external_id": "YLuiWXVXDJYdGByuenSR", "attribute_id": "266a3f05-b022-4a35-81a4-3026363813af", "create_time": "1998-03-19T09:06:35.798386", "lists": [ "04531d63-7c4e-436b-8105-4b5df69c1b8e", "7fceba73-de2c-49c6-90f1-001172c6c8cf", "d7ad177f-6363-4ea5-acd4-71cfc28e1a74" ], "avatar": "https://www.ayers.com/", "event_id": "3902026a-4960-4cee-a36e-dc8ee49501ca", "user_data": "kaitlyn26" }, "detections": [ { "filename": "NSkTkqtsVtbQzYUqCiGI", "sample": { "url": "http://durham.info/", "sample_id": "6ce70816-ebe5-4b43-92aa-1fd5bc725ece", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.785170889155929, "dark": 0.382382079771597, "saturation": 0.996769309072974, "blurriness": 0.416040217873939 }, "rect": { "height": 7860, "width": 3777, "x": 7120, "y": 3086 }, "landmarks5": [ [ 7149, 8088 ], [ 2105, 2451 ], [ 2876, 2276 ] ], "landmarks68": [ [ 9865, 3615 ], [ 592, 5235 ], [ 5868, 7726 ] ] } } }, { "filename": "wTBGghROSlqjBBqnOmvS", "sample": { "url": "https://myers.com/", "sample_id": "2b9a620c-2afc-494f-814c-302b122bad10", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.751095974052694, "dark": 0.9294751458806, "saturation": 0.267688572747175, "blurriness": 0.578300986780794 }, "rect": { "height": 3126, "width": 8237, "x": 3298, "y": 7139 }, "landmarks5": [ [ 789, 7701 ], [ 8561, 6849 ], [ 1329, 9015 ] ], "landmarks68": [ [ 333, 4729 ], [ 6370, 7840 ], [ 8827, 7759 ] ] } } }, { "filename": "hdihkPmBnWRvRmDoyoGl", "sample": { "url": "http://www.patel.biz/", "sample_id": "39b6e345-e256-4ee4-8fd8-0b7fb2b8fdaa", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.683232023644667, "dark": 0.95342794373979, "saturation": 0.181767621454147, "blurriness": 0.745165199427479 }, "rect": { "height": 5411, "width": 3424, "x": 5440, "y": 6931 }, "landmarks5": [ [ 3534, 8668 ], [ 9814, 2384 ], [ 3660, 725 ] ], "landmarks68": [ [ 142, 8687 ], [ 7683, 5704 ], [ 418, 466 ] ] } } } ] }, { "samples": [ 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