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": 1, "ethnicities": { "estimations": { "asian": 0.222281526944732, "indian": 0.114224301669791, "caucasian": 0.720033863455955, "african": 0.515084519282802 }, "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://cook.com/", "attribute_id": "1060f2c0-cff0-417f-8337-21129b254cf3", "score": 0.283926350894702, "basic_attributes": { "age": 56, "gender": 1, "ethnicities": { "estimations": { "asian": 0.928086719144612, "indian": 0.451081018039143, "caucasian": 0.31335369697653, "african": 0.496419493057247 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "0e8d1662-2e8f-40b4-bfd6-058cce501337", "fe7973e0-9e41-4eb8-bb1f-ed74d274741b", "66e152b9-8248-40be-9349-5c528905d6e5" ] }
- 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": "f0fb5cd0-1221-4a01-a551-544fdadc3b06", "external_id": "wGahHFiUrmYgpJVLukeI", "attribute_id": "ef6147e2-f65a-4c4b-a5bf-1c4139e885f5", "create_time": "2009-05-21T06:28:41.482184", "lists": [ "eb37b273-eb6a-4f0c-ad06-9b5625f3797b", "fe913213-064a-40b4-be72-896a2eef7339", "66490714-1909-4d75-bbc3-1125bc60b620" ], "avatar": "https://medina-chambers.biz/", "event_id": "b3468a01-6d18-4bd5-955f-b6de54e4b9ea", "user_data": "lucaswilson" }
- 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": "f2b149fa-5547-46b7-8a4b-a74d9e246371", "user_data": "466 Rachel Expressway" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.168683924063106, "face": { "face_id": "0eea9802-fb92-4a39-b359-168b0020cb69", "external_id": "UUJXbejtdBJJYPQEoFng", "attribute_id": "58ee65b0-c99b-49f1-9a63-225fef0d9ea8", "create_time": "1987-06-27T00:42:07.718022", "lists": [ "1e49696d-1001-4212-991c-64da3fd1537a", "68f2d094-aa98-4d17-8e6a-2e0912f2bc69", "a24674e3-c291-4d29-ae4a-da4004ec48ec" ], "avatar": "https://johnson.info/", "event_id": "0b5329ad-bcba-45e7-9de3-374c0aba7c2e", "user_data": "joshua93" } }
- 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": 0.827130532588292, "face": { "face_id": "3517a536-fbae-4983-8339-89f63ea3b6cd", "external_id": "qOciwxrWzSUAgVHiLaUI", "attribute_id": "203b6e8c-337e-4e21-9085-8ef1d201d1fa", "create_time": "1972-08-28T18:23:11.019665", "lists": [ "2faf48ef-842a-4420-86c7-c5be8efd095e", "95064541-26b7-4848-b9f2-2834f2ca6486", "d6b352e6-f355-478e-9c0b-3a4a259b8ea7" ], "avatar": "http://www.gonzalez.biz/", "event_id": "23d9c36a-ed57-4a09-a763-aad2958fe1cd", "user_data": "clong" } }, { "similarity": 0.171465870687995, "face": { "face_id": "6a1ddd26-b947-4b3e-bea7-9eaf515340c0", "external_id": "NcXQtjBZJblQHhEVlJHn", "attribute_id": "29ae6d4c-b1ab-45f7-927c-1cf5f9337bbd", "create_time": "1990-04-19T13:04:56.599296", "lists": [ "d5fa1885-be85-4cae-a0dd-8948383c6ad7", "e9104d48-e952-4553-8f53-9900b5801ca7", "6b2466ef-394e-4afb-9996-050e9e59f144" ], "avatar": "https://www.rasmussen-ryan.com/", "event_id": "2aa54c45-2fe3-4af0-b3b5-57afcc7f73a1", "user_data": "darryl07" } }, { "similarity": 0.119484628354981, "face": { "face_id": "31045ad8-1817-497b-80e6-5b0e0718b426", "external_id": "YKWFwpTRXoUxIBsxrXsV", "attribute_id": "fae46168-8e0e-48c2-860b-080103b5ee7f", "create_time": "2021-02-05T11:01:26.670084", "lists": [ "43a36652-c65c-4b8e-948c-873c5b6cea47", "2dbbe07b-2de1-4113-a32e-660a7c8e2b14", "bcf862b4-b3bd-464b-b8e0-a4ff6537b7f1" ], "avatar": "http://www.lawrence.biz/", "event_id": "4277aa86-b142-4df1-90eb-0d76ef9b66ef", "user_data": "geoffreylee" } } ], "list_info": { "list_id": "83801b3b-7567-4fad-94a0-bde9e16bc43e", "user_data": "126 Cooper Orchard Apt. 670" } }
- 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": "c8c849f5-9319-426c-a7c8-1875594b4849", "Luna-Request-Id": "rINIHazrXfvaGBQNYoTg", "events": [ { "samples": [ "7e1538e3-27e8-428b-802f-292e756610b9", "93a994ef-3d45-4e39-8977-8a1820cceb75", "0df91ec8-0cc9-4109-9d53-ca9921620321" ], "attributes": { "url": "http://duffy.com/", "attribute_id": "2273aac2-db1a-4571-bd30-34a69b83e750", "score": 0.465763197437751, "basic_attributes": { "age": 26, "gender": 0, "ethnicities": { "estimations": { "asian": 0.259315476905216, "indian": 0.205485380987305, "caucasian": 0.114888499666096, "african": 0.985553832312936 }, "predominant_ethnicity": "african" } }, "samples": [ "61513e4e-3347-4c7e-853f-a2c43f2c7288", "5b7b2e28-4c4c-439d-88b2-f26454ff4583", "ca9b4d96-15f7-4c46-bf8d-6dabf7a17c11" ] }, "source": "8007 Benson Pike", "tags": [ "IxCRlvhfoskIBJsolBVF", "XiyOwGiRLQJCFBqOTXKS", "RfxSwECphIxzoygvukKI" ], "event_id": "04151352-631c-4d1d-93dc-41de51ee4b32", "match": [ { "candidates": [ { "similarity": 0.61678326083376, "face": { "face_id": "e0739fd7-b2e8-44a5-b06f-b8a8f17355a3", "external_id": "LuMOhkYAUHtjfVbthLrq", "attribute_id": "f545efc1-26ff-4811-8728-495f84ff59b7", "create_time": "2023-08-12T11:19:56.827764", "lists": [ "79eda16e-16c1-4f68-a074-69facfb192cd", "d9bd57a3-912f-434b-9e81-fbbf40ad115e", "fbb8f101-6764-4078-b6b6-394e220ebe1d" ], "avatar": "https://snyder.info/", "event_id": "d53fa952-7ec4-4546-97f9-0979f8a4c784", "user_data": "lindaballard" } }, { "similarity": 0.209197591211915, "face": { "face_id": "26a86a9b-48c2-493c-9260-450f4eca9ef0", "external_id": "tFqSuXHMzbXEnZYeiSfQ", "attribute_id": "6958100a-105a-483f-9334-a57f54a26473", "create_time": "2010-04-28T14:03:37.361262", "lists": [ "15cc0f29-29c7-443d-9576-72d7e3b5cc52", "603e2531-62da-499a-843d-691fa13aeb92", "a2961439-560d-48ef-9674-370d6c99f7f8" ], "avatar": "https://www.davis-fleming.com/", "event_id": "ad94dfc8-3e75-452b-9c02-88d097a07a87", "user_data": "joshuaaustin" } }, { "similarity": 0.481911203017232, "face": { "face_id": "6da1f62e-c2d0-4dd8-9335-2260a13d67d7", "external_id": "HaLOAxjKeAGUXHPuhAMi", "attribute_id": "fe0ad41a-8081-44f1-8d3f-db05e7a4fd5d", "create_time": "1971-10-30T08:24:33.935479", "lists": [ "d86100ae-92af-4889-8ddb-9a0c9f533f61", "eae48869-155c-44b4-9fbe-c1d80faeda27", "1199bb96-d3a4-45c6-897f-1d9e50fe9da6" ], "avatar": "http://williamson-wheeler.com/", "event_id": "4fcc2182-11d4-49f8-b143-2ff34ff68d73", "user_data": "ralexander" } } ], "list_info": { "list_id": "efbc0460-910a-44b7-ab04-0920b1922ad5", "user_data": "86448 Brandon Ford" } }, { "candidates": [ { "similarity": 0.207629654171294, "face": { "face_id": "5d672902-4836-46c1-b9e8-ac7f4498b59f", "external_id": "FFAzlCFIOluNEQFZhJoe", "attribute_id": "51a42d29-f444-4ee7-b53b-37b59a60838f", "create_time": "1995-04-03T22:17:13.208665", "lists": [ "9b248fd7-5f8e-4009-8302-ce77dabe2df0", "d7b20524-ff1f-4afa-8982-d2c88ccdef50", "5b2e97e9-dd9f-4001-bd35-c46c36bc31e8" ], "avatar": "https://www.roberts.net/", "event_id": "b8a49dbd-7f89-4c8c-b0cc-2d38edd6ffce", "user_data": "keithtaylor" } }, { "similarity": 0.713940735785975, "face": { "face_id": "fa85689a-25fb-4713-b27d-1c17cbf6b5d3", "external_id": "kkPdRBFkscdNbQcJVhMn", "attribute_id": "e3107fe3-1008-44fd-8ced-5a84c2d5c9e3", "create_time": "1996-02-10T23:24:59.519891", "lists": [ "d13c091a-5d30-463e-ac6c-5c1f43bbe687", "e5291820-8a12-44a1-8d78-ce73a74aeb96", "38229447-d436-44ec-b3bc-7a70544d178b" ], "avatar": "http://www.bell.org/", "event_id": "7a92292a-ea81-4add-89b7-3b9c0f6d21de", "user_data": "tadams" } }, { "similarity": 0.573050834696008, "face": { "face_id": "46dc9e15-ce83-4aeb-b4f0-68d32bde71a0", "external_id": "uUDQjABSleFQxlhiwjyq", "attribute_id": "c2298e98-bfce-46ce-9224-7c65cc4ad304", "create_time": "1997-03-22T21:48:49.191497", "lists": [ "9cd69f3b-d76f-4284-b69a-b3b5de0b7f6c", "3da262e5-30af-4d93-9d32-dee5d750b8be", "7d405af1-91b2-475c-aae4-c6c5cfa92311" ], "avatar": "https://kirby.com/", "event_id": "aadbd17e-9c3b-4ad5-82d6-6c5a90010efc", "user_data": "hernandezlogan" } } ], "list_info": { "list_id": "b8df9e6d-bea7-4903-92ea-78357041542c", "user_data": "616 White Mountain Apt. 361" } }, { "candidates": [ { "similarity": 0.15659373401968, "face": { "face_id": "bcd1ecbc-011e-4fd3-8704-bd0f5d142ad4", "external_id": "rlxVlCFCCtBHXGDEXnsb", "attribute_id": "cfe8863a-bd16-437d-80de-b9b70f77ec8c", "create_time": "1989-09-22T03:58:01.112602", "lists": [ "3b185960-622a-46fc-999e-16c54f75adde", "549bbeca-d941-4ad2-9987-c8f954e6e255", "a9c5a02f-ffcd-49d5-a7fb-cf9cf60802d0" ], "avatar": "https://willis.org/", "event_id": "7c449376-5a4a-4d65-8ea0-400270479bb8", "user_data": "ngarcia" } }, { "similarity": 0.211367764952852, "face": { "face_id": "f755c2ae-056b-46e8-8d69-7e1cade92ead", "external_id": "oiJDbccPrKLfBNpMnXHS", "attribute_id": "eaad40fd-4e36-43d4-88b9-c2aca2d4c6cc", "create_time": "1989-01-09T15:26:53.798749", "lists": [ "dbfdb472-a878-4443-8b10-a568dd604799", "17090d98-9299-45af-860d-188638d97ad4", "433b00a9-3563-47aa-802c-de3106f5a317" ], "avatar": "http://robinson-davis.com/", "event_id": "d2f692ce-1081-42c6-8474-bc9c21f86802", "user_data": "stanleyjill" } }, { "similarity": 0.343876430544426, "face": { "face_id": "b4915ee4-3019-4e91-b558-3eac37aa0883", "external_id": "BCCUkkNISeweQnwpxVKp", "attribute_id": "8f319fb5-cf3a-4deb-95e4-d2975dd01e00", "create_time": "1973-11-19T01:41:53.816244", "lists": [ "6c0b2b87-cb0d-4414-8909-d78b41df4a1b", "76ffbd9e-fd16-4d14-b2ad-702b4d503d3e", "3b994e58-cbbc-487f-871a-55b954c89806" ], "avatar": "http://moody-beasley.net/", "event_id": "c440ea48-4cc6-44d6-aeb9-4581c6ad8828", "user_data": "cpatterson" } } ], "list_info": { "list_id": "0d10cdf4-8648-4404-b040-4c3d3b4d6a53", "user_data": "03449 Micheal Neck" } } ], "url": "https://www.conner-bailey.biz/", "face": { "face_id": "50af58c2-f77e-4bfe-8383-71a186d7c033", "external_id": "XfNYjCsXrILtccUSlvSD", "attribute_id": "2aa75b40-baa6-4205-84e8-ec791b2a7f91", "create_time": "2002-02-26T02:44:38.360078", "lists": [ "2271bd97-5026-48af-a5f9-6c7c2d13f68f", "cb32ebd3-add3-430d-83be-79d5b259f5e1", "e430d06d-7474-4249-9c52-2b57cac5c97b" ], "avatar": "http://marshall-jarvis.com/", "event_id": "2159dbb4-7850-49d9-ad7a-73cb37d9c3e5", "user_data": "wongcody" }, "detections": [ { "filename": "yshZpWPfPCBWfBfbkOTM", "sample": { "url": "https://dixon.com/", "sample_id": "8308f166-fbe1-4542-808b-b8578236cce4", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.508781110504395, "dark": 0.740584346554636, "saturation": 0.214266160145786, "blurriness": 0.952407058425259 }, "rect": { "height": 1029, "width": 5104, "x": 3529, "y": 316 }, "landmarks5": [ [ 8168, 2647 ], [ 4709, 8244 ], [ 9764, 6367 ] ], "landmarks68": [ [ 2172, 5845 ], [ 3457, 5268 ], [ 6421, 3538 ] ] } } }, { "filename": "kjeYKLyFpwdWJWTmvEeS", "sample": { "url": "http://www.mcbride.com/", "sample_id": "88814f68-021d-4b07-97de-186aad163c96", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.182450812882003, "dark": 0.87753629277027, "saturation": 0.77209717295819, "blurriness": 0.819538580311286 }, "rect": { "height": 3627, "width": 994, "x": 2408, "y": 9342 }, "landmarks5": [ [ 6570, 4993 ], [ 8921, 4372 ], [ 5081, 3326 ] ], "landmarks68": [ [ 8689, 7197 ], [ 9615, 220 ], [ 5196, 8753 ] ] } } }, { "filename": "jKlHiimjodVuaMChvKjs", "sample": { "url": "http://www.miller.com/", "sample_id": "7d874905-4306-4a25-b035-b0deb3a7c8f5", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.88082815794993, "dark": 0.11952321963968, "saturation": 0.174086558136601, "blurriness": 0.165824394817158 }, "rect": { "height": 7634, "width": 6666, "x": 1290, "y": 6122 }, "landmarks5": [ [ 1403, 5554 ], [ 2113, 683 ], [ 1040, 9682 ] ], "landmarks68": [ [ 7064, 98 ], [ 7739, 3296 ], [ 4736, 6403 ] ] } } } ] }, { "samples": [ 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