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": 98, "gender": 0, "ethnicities": { "estimations": { "asian": 0.139346579317188, "indian": 0.72606933589916, "caucasian": 0.160490117928648, "african": 0.630288058137684 }, "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": "http://collier.org/", "attribute_id": "aa9f16ea-0895-44e2-a292-ccc102f35cd9", "score": 0.572203233755915, "basic_attributes": { "age": 67, "gender": 1, "ethnicities": { "estimations": { "asian": 0.768986632022103, "indian": 0.246291844908465, "caucasian": 0.880658792707449, "african": 0.213030032176633 }, "predominant_ethnicity": "asian" } }, "samples": [ "f59f5776-f63c-4181-9e11-5f1ad8780a22", "eb3378f2-8d51-44b1-9ed9-e3554c1f8a6b", "85b9fd6d-d03f-4397-93d0-8f8f8806734b" ] }
- 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": "449ac295-2b45-4851-b0bf-f006b6a2afbf", "external_id": "xZRQQDZCEmQJKNDqniUm", "attribute_id": "2c68f65e-7511-4370-bd83-ea42952e70df", "create_time": "2025-09-09T18:09:55.323360", "lists": [ "d5fed3d5-cff4-4c99-a017-23f185832336", "235ec83b-16fd-4047-860b-c8531c75e709", "3f0d2505-3fab-4039-9c12-5bd1512936bc" ], "avatar": "https://freeman-thomas.info/", "event_id": "e4001d26-020a-4a38-8f3b-63045a4fc196", "user_data": "rmiller" }
- 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": "2b6a0b78-a6b0-4931-94c0-a75fa79df31e", "user_data": "709 Smith Plains" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.942077924282077, "face": { "face_id": "5a879b2a-fa63-4dda-bec8-25e651815d8b", "external_id": "rpGTfbPEwmSAoizowajZ", "attribute_id": "b9d9ad91-1800-41c9-b25e-ab3d7875ef1c", "create_time": "1975-12-26T11:15:01.655793", "lists": [ "93b654a1-8d29-4f2f-997d-efa876dbf234", "42aa3327-8d09-4b9c-ae4c-87cd82333984", "50fad444-165d-498c-8dfd-4546978b0731" ], "avatar": "http://www.adams.com/", "event_id": "dc8eb9f3-d005-4c68-abe0-ffc082295880", "user_data": "pjones" } }
- 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": 0.69478146470638, "face": { "face_id": "bc59332c-ad7c-4c33-b9d0-af25af888723", "external_id": "jZyQpLvgjgCKSZziLmlh", "attribute_id": "123a35a7-86ee-49b4-9f75-1c8fc6d63555", "create_time": "2006-07-18T22:10:49.315349", "lists": [ "5ff21f33-959f-45ae-90fc-7cbf5f6cde50", "7ba960ff-8a9a-4f27-9286-da9b479d87ca", "6ed3426a-5f83-4c52-b281-15b6b8245808" ], "avatar": "https://marshall.biz/", "event_id": "08b97423-613d-4991-baed-b02183ccbf4d", "user_data": "ryan94" } }, { "similarity": 0.181811522705997, "face": { "face_id": "f16b3d43-d1b7-4fae-81e6-80d2782e9ac0", "external_id": "HbkZmoKnCHboWhMxCzXA", "attribute_id": "1a7ae469-bdf8-44a8-a27d-b44f29b480d3", "create_time": "1985-01-18T14:46:45.594523", "lists": [ "bcd7293e-65cf-45b0-86e9-a51ae448bee4", "f1fd40da-57eb-4ca1-b766-9aa6c3fba5ec", "40bdcee1-e98d-46c5-b321-abf10cbbf85c" ], "avatar": "https://www.wolf.com/", "event_id": "50a54444-563d-4bf8-8daa-bd189574dd1b", "user_data": "jimmylynn" } }, { "similarity": 0.20334868143081, "face": { "face_id": "b12708b7-c368-4734-ae4d-bf6eb7fa981e", "external_id": "BEzppWNNTfsBRwjIJXuL", "attribute_id": "17682246-4378-444e-85fe-cc2526fbfe48", "create_time": "2011-11-10T00:42:57.879512", "lists": [ "2e12607e-cff0-453c-95ef-53f1cea6fefb", "355fe5ad-ecd2-4db5-95c0-84b5b29772c7", "d76e8252-ba53-48f3-875f-2dbe0d922ebd" ], "avatar": "http://www.carter.info/", "event_id": "dca89550-21d6-42f3-9b9c-c0c76059b5f3", "user_data": "adamsjulia" } } ], "list_info": { "list_id": "5783f6b5-54a4-489c-9558-e476108ae533", "user_data": "682 Jordan Haven Apt. 837" } }
- 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": "33196c89-d0d1-410e-a01e-b6a3ea376958", "Luna-Request-Id": "koHGDLojcGsFZfZvLXke", "events": [ { "samples": [ "ceddc1e4-d7a6-4e93-afba-dcd6683d3489", "e7254fd5-e48f-410f-909f-d18a01b3939e", "3477e929-d289-4478-b7c6-2b3d73fc1710" ], "attributes": { "url": "https://www.hernandez-pollard.biz/", "attribute_id": "71b5a2e0-17ed-4c11-8919-1690038904f3", "score": 0.894680283492428, "basic_attributes": { "age": 14, "gender": 0, "ethnicities": { "estimations": { "asian": 0.29048571517687, "indian": 0.482755440816311, "caucasian": 0.364201092198242, "african": 0.175605046649514 }, "predominant_ethnicity": "african" } }, "samples": [ "a0b142be-ab4d-4aef-b6fb-f7379d18b26d", "f20a548a-bdf8-4aa3-9616-981e4b78640c", "2cc48859-3716-448b-8c5b-fa2d6b090944" ] }, "source": "0296 Nunez Parks", "tags": [ "CFjlpbfzdmOLIffvcigP", "xxlyxrobvKyggNiWRvDh", "jjLnwyrGwoWnUzueByry" ], "event_id": "8d1f6c2c-5e2a-4a3c-9b22-fd344473d7c8", "match": [ { "candidates": [ { "similarity": 0.189993652338242, "face": { "face_id": "a58cb5c4-47aa-4d8f-861b-4ff2d997e013", "external_id": "vZIDxuLtHMauFSZVkeGC", "attribute_id": "8caf13e7-04b6-4289-9b68-83f018560803", "create_time": "2021-07-25T00:12:34.824186", "lists": [ "5a4bbd40-d044-4950-a288-4777980c36fc", "f9013681-5ea8-46ce-8e49-a5c2b98850da", "ef85e16d-d21b-4c57-88b1-09e52b176348" ], "avatar": "https://www.nunez.com/", "event_id": "8548e07f-866d-4fe1-9114-5710885697ab", "user_data": "steven30" } }, { "similarity": 0.91550595396778, "face": { "face_id": "2bd42b45-52ea-4c4d-ba5a-4cecccf3d926", "external_id": "APKScwBIntBWXoGcgVth", "attribute_id": "d45fcdc8-55c6-45d6-a74e-d79256e2acea", "create_time": "1976-01-15T21:36:52.328852", "lists": [ "71552ac3-cb35-450a-9c5d-2f74779d432b", "dc1add47-a8f7-41bd-9bef-4a416a946a82", "1cccd70b-d037-4f12-a6e8-c7297c146bc7" ], "avatar": "http://allen.com/", "event_id": "36551e6b-5d9d-42e6-a881-86447ee193d7", "user_data": "nortiz" } }, { "similarity": 0.598921942410921, "face": { "face_id": "6c7b8688-9dd7-4dca-9deb-c3562c0e8ec2", "external_id": "KRqFJhmYYOhMFwqnEUKw", "attribute_id": "87410a65-f40e-4c42-815d-705cf419b030", "create_time": "1994-08-06T02:35:02.500154", "lists": [ "1a8b61f4-1e82-4919-913b-254ddab61db2", "696b1e86-5feb-4d51-8b34-473c38b1481f", "961a6aab-5b78-484c-89c2-c16db3da1043" ], "avatar": "https://davis-long.com/", "event_id": "9a8c53d5-86d4-4e14-8657-b200d132fa85", "user_data": "woodssteven" } } ], "list_info": { "list_id": "c673eb3b-bed4-48c3-8138-ccceb0940fd9", "user_data": "1029 Angela Mews Suite 742" } }, { "candidates": [ { "similarity": 0.6125264564858, "face": { "face_id": "15911183-d6fa-41f5-8a12-cb64152dbf2e", "external_id": "agQuLFHMaWUCnscBeypn", "attribute_id": "3728e6b9-26cd-41d1-9725-02e96314fcf9", "create_time": "1972-12-06T01:57:32.926988", "lists": [ "6176a9ef-2f9a-4ece-b275-6d5919fddff8", "619703da-7dd7-4880-9ebe-6f8916eb17b9", "efaa8841-64c2-41d6-9d7d-5d5cb49a3a84" ], "avatar": "http://fuller.biz/", "event_id": "6ecb7cd2-06e2-4831-8f71-ecd3017eed5f", "user_data": "katrinagomez" } }, { "similarity": 0.65975579890713, "face": { "face_id": "6552df57-2dda-45d1-9fff-6f50afd73f7f", "external_id": "OVyLObsSjFxXyRnKguhr", "attribute_id": "b1511b95-faa0-44b4-aa28-dc63a9502135", "create_time": "1999-10-01T22:34:37.221912", "lists": [ "193e9093-a7fa-4266-ab4d-736909fe9be0", "dc504e00-6341-4b8e-b4a6-f3357a6dd7dd", "fd1711aa-47aa-438e-82eb-eeecf7ae3767" ], "avatar": "https://parrish.net/", "event_id": "928abb7e-385f-4d48-b4ed-8ad56e0529ac", "user_data": "juan01" } }, { "similarity": 0.587107125261909, "face": { "face_id": "3c37a896-90a8-40ef-b9ea-6d1adfb4617b", "external_id": "hiashzoRcsbvDEkLyPAn", "attribute_id": "ad5dbfb7-3481-4886-a03f-586f53d21b5c", "create_time": "2019-04-24T16:20:36.145355", "lists": [ "7f2bce52-0a29-4fb8-b6ab-ce530af68102", "ec1c2155-258f-4f14-aee4-3380de9a3c88", "80b1bcd0-13aa-49c8-ae51-9369e6c71c1c" ], "avatar": "https://miller-clark.com/", "event_id": "8956d142-252a-424d-8ee9-60694cc4b8d0", "user_data": "katiedavis" } } ], "list_info": { "list_id": "6f18e7b9-52a3-48ca-9dab-be0371a1774b", "user_data": "0381 Mullen Islands Suite 728" } }, { "candidates": [ { "similarity": 0.114558340021759, "face": { "face_id": "84053478-be54-4b70-a8cd-169a12bdc19f", "external_id": "EfydhDVclcgffERYAvDL", "attribute_id": "f86d3b32-31a4-4928-8f94-45ea0905ab15", "create_time": "1977-07-09T06:05:36.291003", "lists": [ "5d9fb9e9-e38c-433c-9873-8b78e8a7e9ce", "39abf67e-5dc1-47b0-bfb6-22e7d71d032e", "dfdac798-1ce2-4da5-83e9-a194104534aa" ], "avatar": "https://morrison-davis.com/", "event_id": "44626301-864b-40e5-aa29-b8fc36918d39", "user_data": "irussell" } }, { "similarity": 0.943395086976745, "face": { "face_id": "13bb94ce-342b-4ca4-9d90-f222234ed554", "external_id": "gAlGuLfWXPfXwHTRYUIY", "attribute_id": "49f42b7c-e69f-43ad-a449-0eae9f4a8603", "create_time": "1999-09-20T14:22:47.109724", "lists": [ "353ddd89-4d1f-4383-a77e-7e57247d4222", "bbf1afae-05a5-4b1b-9619-5992265f2584", "54e66d5c-2d25-4b93-8e45-ddb982579992" ], "avatar": "https://acevedo.com/", "event_id": "2c34d0dd-a63a-4184-88e1-8d50d8f79192", "user_data": "benitezstephen" } }, { "similarity": 0.21347873510531, "face": { "face_id": "e4225547-a6d1-49f2-922d-4ced26750a74", "external_id": "kIXTWMrwwuTzFtxOUuHj", "attribute_id": "3e80a343-3ae8-4426-a6db-6b0957212ad3", "create_time": "1980-10-30T11:28:35.101033", "lists": [ "db097224-63b7-434b-80c2-0266be4dc186", "65ae4b1f-bd38-4cfb-8f78-d1cda9907fb3", "9edbd78d-3c4e-4486-95a0-ed93b93dfafc" ], "avatar": "https://branch.com/", "event_id": "6981f21d-6468-49df-bf75-75a335ddb6d3", "user_data": "chungjoshua" } } ], "list_info": { "list_id": "9b615d7c-6e3b-4e72-a13c-ee8c3f1d6881", "user_data": "16549 John Causeway Apt. 366" } } ], "url": "http://www.hernandez.com/", "face": { "face_id": "d12526ae-d5ae-4efa-a25c-a32486f51df2", "external_id": "BvOlltukOatEXYtpVcgO", "attribute_id": "2574426d-2392-45ec-8b93-1de7937bc70d", "create_time": "1996-09-12T11:49:13.452154", "lists": [ "b75ebd86-a060-4872-954c-0b913e27b611", "c9504c7f-e0d7-449d-a0bb-c737362b60d0", "dc45fa6c-3157-4ef2-a12a-f1bf7915f4d6" ], "avatar": "http://www.collier.com/", "event_id": "0f612fc2-a9d4-4b42-b2e8-71118f1a654c", "user_data": "jennifer17" }, "detections": [ { "filename": "zKMbcJTcEgntbOgpEAMZ", "sample": { "url": "http://george.net/", "sample_id": "272e37e5-a0f0-4bf2-969e-51592606b3d1", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.482886663963405, "dark": 0.979595063951871, "saturation": 0.220506069233208, "blurriness": 0.751884242797374 }, "rect": { "height": 5431, "width": 3182, "x": 2141, "y": 7957 }, "landmarks5": [ [ 5086, 1028 ], [ 4293, 42 ], [ 5626, 3275 ] ], "landmarks68": [ [ 4028, 5801 ], [ 9670, 5756 ], [ 2562, 8123 ] ] } } }, { "filename": "BUUwmyqimfejNWYSuhVD", "sample": { "url": "http://www.scott.info/", "sample_id": "dc3cf532-bf95-4380-a0aa-a63e4ac12020", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.732207255099376, "dark": 0.153437606930164, "saturation": 0.243506896264602, "blurriness": 0.242462815427015 }, "rect": { "height": 4957, "width": 1, "x": 1772, "y": 271 }, "landmarks5": [ [ 6303, 2209 ], [ 5058, 5886 ], [ 7424, 1093 ] ], "landmarks68": [ [ 8300, 9207 ], [ 6107, 7286 ], [ 2294, 1248 ] ] } } }, { "filename": "LcSxoDwQZHzuwfAJZFBM", "sample": { "url": "https://www.vega-mccormick.biz/", "sample_id": "5945c8bd-0602-40b6-b0b0-c43c34bb26ca", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.113319028295877, "dark": 0.454146860411271, "saturation": 0.259974262911767, "blurriness": 0.27552584862431 }, "rect": { "height": 9062, "width": 5217, "x": 5634, "y": 2555 }, "landmarks5": [ [ 396, 6298 ], [ 905, 3758 ], [ 8409, 9109 ] ], "landmarks68": [ [ 8074, 7912 ], [ 9396, 1695 ], [ 7172, 1666 ] ] } } } ] }, { "samples": [ "4cdb1fb0-d202-4712-a8ab-c9a2bbd8acc5", 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