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": 59, "gender": 0, "ethnicities": { "estimations": { "asian": 0.381605874000778, "indian": 0.943270622061912, "caucasian": 0.412524248282897, "african": 0.172194009206853 }, "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": "http://www.sweeney.com/", "attribute_id": "1f2ebaca-6d08-4e6f-a5fb-e60b726a2e45", "score": 0.340051537919288, "basic_attributes": { "age": 91, "gender": 1, "ethnicities": { "estimations": { "asian": 0.782941924543546, "indian": 0.787500754929384, "caucasian": 0.699967180855519, "african": 0.207813877268822 }, "predominant_ethnicity": "asian" } }, "samples": [ "a94980f6-3716-46c9-a72b-91df352ffe6f", "ff1e44f0-5e61-4981-bcd9-1d93959bb0e5", "32c41173-fc45-4edb-a901-b6c4d8a27f49" ] }
- 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": "4aa625e3-9a26-4c96-8148-beb2c3b56f86", "external_id": "jIAqykApyIsvgxYVeHEu", "attribute_id": "94318a1b-6eb2-4583-b858-d0880743305a", "create_time": "1993-03-24T08:30:34.079580", "lists": [ "410ad972-2ec1-4697-af4e-dd5648e95b12", "ed1cc616-924d-434d-ba7c-2041dc485551", "02b4f5cc-411d-4c99-a193-ee4662c0f4ed" ], "avatar": "https://www.brown.net/", "event_id": "6aa26f00-db60-4cb6-b9b3-675b8d2e79c3", "user_data": "robinmiller" }
- 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": "6a588302-066d-445a-b426-3461bf566e96", "user_data": "1228 Donald Circle" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.362665612865646, "face": { "face_id": "bcb65e1c-7f75-4b9e-8fcd-f33aa102b6ed", "external_id": "fnNtwXvySsgfqsNDeyiI", "attribute_id": "ebe4bdb8-0cca-4db6-be87-a9e46a5722a2", "create_time": "1978-03-24T03:03:59.394784", "lists": [ "f73c976a-713d-4799-b3f9-fbc56be52139", "caf12f1b-e131-4501-86d3-ef44c813941a", "30a3cc65-d900-4b55-9313-ba418a159c13" ], "avatar": "https://www.mooney.com/", "event_id": "6c5f9f71-8a4a-4c18-ad45-75ce69d4b3d9", "user_data": "gonzaleswendy" } }
- 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": 0.99431573398863, "face": { "face_id": "b884d55e-9223-4110-9a1b-2a259ce1e84d", "external_id": "lWzmwZzklDfEuNEGIKQu", "attribute_id": "ecd9aed2-0e82-4904-83e2-46cc354b614e", "create_time": "2000-04-13T19:17:32.092615", "lists": [ "64a7cfb5-83b0-429f-bd55-9b351f2b7638", "c0952efa-2c1e-460d-8e6c-323b3747b71d", "623ae638-d265-42e1-bbc4-e52392d93f3f" ], "avatar": "https://morales.com/", "event_id": "ffe3b040-d312-46f7-bb13-ab9571d44deb", "user_data": "lhouse" } }, { "similarity": 0.585952107917789, "face": { "face_id": "8635ddbe-3d90-4292-a470-19747d604882", "external_id": "cKqNMQAgEGqwUdsSoDrJ", "attribute_id": "fd838b40-f81e-4a5e-b1f2-9ef10da77da4", "create_time": "1997-04-13T03:22:56.097615", "lists": [ "31a44fb3-959e-4c03-ba41-e70454851d3c", "9e1ab44c-d173-476f-a496-440f0732b8ae", "5acc6be6-51ab-4a1b-94fe-37edc689f342" ], "avatar": "https://jensen.com/", "event_id": "f1a59129-77e1-47f4-acf8-dc2ae0b7c49d", "user_data": "bwilliams" } }, { "similarity": 0.666858893033705, "face": { "face_id": "0969d99a-0950-4b7b-aebc-96292d8e7f8a", "external_id": "MHIuNPPaQMESWxgWpnob", "attribute_id": "9c935085-92bf-4e85-89f5-a9047da79d9a", "create_time": "1998-06-28T05:47:12.698526", "lists": [ "3cdf6252-464f-4875-abf2-684a558d4f30", "2a4e508c-0eb1-4754-9ac3-ee95e5ffce14", "8324b484-b12b-4e4d-adc2-cd92368db5b5" ], "avatar": "http://www.york.org/", "event_id": "26c766f3-43a5-45ed-b718-c4e8f8d3a7c3", "user_data": "santiagoamber" } } ], "list_info": { "list_id": "bd912422-2661-418b-8ea7-0ca2c3422381", "user_data": "93409 David Spurs" } }
- 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": "79f1da09-a258-4463-93ce-28de92d75d86", "Luna-Request-Id": "ZvSsSqOmKzcFsgsoedcU", "events": [ { "samples": [ "26e96ccd-b285-4055-9b3d-3f85d4810c75", "4386556f-5e3e-4abe-9d4b-b953dc55d0a0", "48cffc86-24e0-40eb-ac88-6e19499c8840" ], "attributes": { "url": "https://lopez.com/", "attribute_id": "549cfb25-ebfc-4197-8628-f63d78e2fa11", "score": 0.280480978483998, "basic_attributes": { "age": 36, "gender": 1, "ethnicities": { "estimations": { "asian": 0.372163450275796, "indian": 0.77968732930773, "caucasian": 0.375558205001988, "african": 0.931128645227409 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "b6d5ec55-94ff-4f78-a1e0-d6a413bef891", "3ebe4935-9f74-4d61-9764-06ae710c1e9d", "c3514fdc-464d-49ca-ade0-ef470d74c693" ] }, "source": "6999 Roberts Estate Suite 340", "tags": [ "AIspfFtsForRmWwxJQQo", "szqorYhlbMhLpGqczNNB", "rlvcIiHapuPZIdBxZJWr" ], "event_id": "535e7959-0d5a-44cb-9c7f-b68dcbf8179f", "match": [ { "candidates": [ { "similarity": 0.909531625933771, "face": { "face_id": "76ad7e46-b045-4170-938c-d9ab4d30fc69", "external_id": "SdcrKfwbeFyXWNeZkOug", "attribute_id": "0dcc72b9-9537-4438-8d21-cafc79b60568", "create_time": "1993-10-29T06:29:51.787723", "lists": [ "88e1eb42-be67-45bc-a34c-1de1abf9fed5", "02804b65-64bd-4d9b-bd36-9d83a6289f47", "05a11fc0-c96a-48a4-b375-a32b9b2a9754" ], "avatar": "https://costa-henderson.com/", "event_id": "3f591eea-ef19-425d-b556-9820bfeff071", "user_data": "whart" } }, { "similarity": 0.276798746611505, "face": { "face_id": "4ef43bb1-a8f1-4143-9cfa-bcbcd72be27e", "external_id": "JbMqTfumuKVvOEQbLZvJ", "attribute_id": "826f9454-6065-4a74-ad71-aee6f5c537a4", "create_time": "1988-03-11T20:17:21.471213", "lists": [ "f40ccc21-f58b-4102-af4d-8d03b980bf07", "f22d160b-e8a8-4f9d-81c1-3830a7afa6b8", "65423c3c-6094-43f5-8c6f-df069546652e" ], "avatar": "http://harris.com/", "event_id": "624210c4-99a4-4508-83e2-c6cb600649fa", "user_data": "matthew15" } }, { "similarity": 0.815047204517282, "face": { "face_id": "13b32a2e-8bac-449a-838f-fa50ed0a9f52", "external_id": "rcihOQQFVhkZHCTnPziu", "attribute_id": "a388c21f-77c3-4a76-a56a-8cfd21932740", "create_time": "1998-09-02T12:03:27.896245", "lists": [ "44bedcfc-5839-465d-8fa1-1ab3ffaf8687", "95d41b28-02ec-435e-898a-240cf9fdcc7c", "8b28ff9f-fee7-4078-a400-f9382e8a55b6" ], "avatar": "http://www.brown.com/", "event_id": "533050cc-8561-4c0e-aa93-6b032f47758c", "user_data": "bfuentes" } } ], "list_info": { "list_id": "14726aba-fa0f-4542-afc8-0be0fc31c220", "user_data": "405 Smith Centers" } }, { "candidates": [ { "similarity": 0.84528559558884, "face": { "face_id": "c4a13746-fa62-43b3-bfb4-d57afd369512", "external_id": "BGwrOPJFoAAtPiYHTGrH", "attribute_id": "75e897fb-63d1-47b6-a7d2-23c7a235c7c2", "create_time": "2012-03-14T18:42:19.827560", "lists": [ "067ae0e6-f7b0-4bfa-9b2d-8cfc2f41e7d4", "fadc8b77-f65d-43ca-a1ae-ee385782f13d", "fbd2dcc8-2e82-4f57-94bd-5c78d35c7d80" ], "avatar": "https://cowan.info/", "event_id": "ae878b3d-0c10-4253-a092-d70b44685c76", "user_data": "freemanlaurie" } }, { "similarity": 0.930090103313557, "face": { "face_id": "15b19db7-606a-44a5-8a13-2e3220b7e2c4", "external_id": "uKasBmTdflBXRdMYNlpn", "attribute_id": "d0e0d12f-16a5-4561-9fe6-64487fed3c2b", "create_time": "1972-02-17T14:42:25.213578", "lists": [ "d945fabf-22cb-43fe-be33-246f5902f9fb", "a189af60-4863-4e25-a8af-9941f13e7de2", "1db005fd-46db-4f3f-b584-27e793898a3b" ], "avatar": "http://clark.info/", "event_id": "881febc3-12a9-4a34-8058-9381b17f7488", "user_data": "coxrebecca" } }, { "similarity": 0.308026677718316, "face": { "face_id": "60a17982-f91f-44df-9ed8-edd5c252448d", "external_id": "suvnjdqSwQdmZBnrrYmj", "attribute_id": "9deb013e-01c9-452b-a661-94dfaccae5c2", "create_time": "1977-04-29T16:37:12.743672", "lists": [ "796299da-c6ee-45d5-830f-175b7201f3d3", "2e9e44af-881b-4042-923c-48697eaf1a03", "2e8a37e2-5279-4524-8ce1-da61fbf51c9e" ], "avatar": "https://www.larson-cook.com/", "event_id": "8ae2ac2c-115f-428b-b6bf-f8663579d557", "user_data": "katherine60" } } ], "list_info": { "list_id": "4456505e-ddcf-45aa-9412-eed07aca24ca", "user_data": "8311 Eduardo Ville" } }, { "candidates": [ { "similarity": 0.334786676033456, "face": { "face_id": "78276914-8336-4e4c-b101-a138407717fa", "external_id": "qgOspJCOtlOPwKBBjxIX", "attribute_id": "dbaeb908-f3c3-45f8-acfa-921fb514e11b", "create_time": "1977-05-05T05:44:33.314094", "lists": [ "d8142425-617e-48d2-aae3-fa272ab4774b", "1579dccb-06c6-46a9-bfde-cb7b8baa1a37", "aa0f68c2-b961-47c0-b5b1-eab87fb689c8" ], "avatar": "http://hoffman.net/", "event_id": "c7080ac5-b82e-4447-89d4-90790d384556", "user_data": "raymondjennifer" } }, { "similarity": 0.584304065814666, "face": { "face_id": "4e82d28e-c06c-4502-a41c-b4af4c38db8a", "external_id": "qOrFtBCuZUcCKKCZBeKq", "attribute_id": "355a8427-f3ce-4c3e-bdc3-eb9e0cf1d043", "create_time": "1994-07-11T22:43:01.739583", "lists": [ "2c1c6c28-924d-408f-8c19-90963b37ce9b", "bba8895d-9049-4338-9e57-ee268b6c6b40", "6193c2bb-8d4c-4ced-bb85-b7264fb5b883" ], "avatar": "https://www.burns.com/", "event_id": "f7812a58-4e31-40e3-b0bc-7820df5d3630", "user_data": "paulcarney" } }, { "similarity": 0.485543965324262, "face": { "face_id": "213bdb75-f585-4e9a-bd84-9cfa01a51a72", "external_id": "PplfSAxsiXRNAWaIbLNW", "attribute_id": "23541d8b-8c1c-4232-88ff-18503dc93e2b", "create_time": "1973-03-07T22:38:59.172711", "lists": [ "e815862d-3fa0-47c5-8c5e-dbe5a2b11e33", "9645aed1-c6c0-4164-b942-dc8c886e401f", "ec854ff5-f1c4-4b3c-b247-5b9e351cc52a" ], "avatar": "https://taylor-johnson.com/", "event_id": "984ea43b-5fdb-4316-9995-29f5f4d439b0", "user_data": "lewiskenneth" } } ], "list_info": { "list_id": "e4060b66-c638-484d-b31a-6b695e34645e", "user_data": "9977 Susan Crest" } } ], "url": "https://www.armstrong.com/", "face": { "face_id": "6ab8a010-544a-4954-88d1-1a5f0bd9cea3", "external_id": "BGmNEcxmhgCPbqNwkyNb", "attribute_id": "bdb1f365-b6ed-48ae-9d36-a18d8a299c6e", "create_time": "2002-12-29T04:03:01.637514", "lists": [ "56c153d3-e1eb-46a0-bb75-7ba0fe36d3a2", "658c544b-9b40-4f19-b8d6-c2611bbd5424", "376b84a3-b5ac-455b-b0a1-e69da89c683f" ], "avatar": "http://francis.org/", "event_id": "b6930ea8-6410-4169-a378-ff21376db75d", "user_data": "ernest37" }, "detections": [ { "filename": "IlomHkPNqAWPuSbYGtuT", "sample": { "url": "http://www.mitchell-stewart.com/", "sample_id": "c8c36915-bf9e-461b-bd9d-4a3b3c884ad6", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.567595960250569, "dark": 0.20592814784498, "saturation": 0.7055320121338, "blurriness": 0.599508440423697 }, "rect": { "height": 3038, "width": 4500, "x": 5702, "y": 8765 }, "landmarks5": [ [ 2555, 8578 ], [ 9785, 8663 ], [ 2673, 2891 ] ], "landmarks68": [ [ 2990, 3340 ], [ 829, 8631 ], [ 7783, 2499 ] ] } } }, { "filename": "MSvFWubKsKZShkbHStvr", "sample": { "url": "http://www.warren.org/", "sample_id": "4ac95cc8-3643-4858-b821-240eb8e7fc33", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.76069949707712, "dark": 0.113322979939909, "saturation": 0.587066791251989, "blurriness": 0.775613262797149 }, "rect": { "height": 9064, "width": 9329, "x": 6557, "y": 6678 }, "landmarks5": [ [ 1065, 2158 ], [ 2518, 4233 ], [ 5519, 6433 ] ], "landmarks68": [ [ 914, 1553 ], [ 1580, 7668 ], [ 4350, 9089 ] ] } } }, { "filename": "loyPWOVYtdUIokWnqbUs", "sample": { "url": "http://torres.com/", "sample_id": "1730a673-87ce-4f4a-a46d-bb8bd054c9e6", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.915262543501807, "dark": 0.617346136032777, "saturation": 0.590848911253837, "blurriness": 0.401052875118349 }, "rect": { "height": 8201, "width": 5855, "x": 3320, "y": 5614 }, "landmarks5": [ [ 1000, 4335 ], [ 3182, 464 ], [ 3265, 9262 ] ], "landmarks68": [ [ 5906, 9633 ], [ 5144, 8837 ], [ 5781, 5234 ] ] } } } ] }, { "samples": [ "48cc72a8-17d1-46fb-b80c-9056ef4320e6", 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