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": 58, "gender": 1, "ethnicities": { "estimations": { "asian": 0.142276531002982, "indian": 0.669145268914086, "caucasian": 0.524851793301774, "african": 0.367080322113795 }, "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.thomas-rogers.info/", "attribute_id": "50f96a13-150a-479a-8062-57de5644ff78", "score": 0.197903779848387, "basic_attributes": { "age": 90, "gender": 0, "ethnicities": { "estimations": { "asian": 0.807923403798219, "indian": 0.293112969632657, "caucasian": 0.64677526106401, "african": 0.988058345670993 }, "predominant_ethnicity": "asian" } }, "samples": [ "b1c2f738-f969-44a3-9179-bb7d81545979", "c79b4659-1422-4799-a4d8-fe1cf6e004de", "973ef1ee-4bad-4959-9344-e3e668b04d08" ] }
- 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": "9b37f2fb-5307-40bc-a0bd-40e3fda82d30", "external_id": "JROuCOSqvlHIEnQCfPuw", "attribute_id": "2b613587-34a5-4d94-bfaf-20650a8e2472", "create_time": "1980-07-24T12:45:12", "lists": [ "b10da97e-9c31-47d2-9485-a0a3a1e8c025", "05348bfe-0c38-458d-b925-0a2f613af956", "5857045f-0d0c-42b6-893a-db144a719e4f" ], "avatar": "https://ortiz.com/", "event_id": "8c297f4c-41f3-4d0d-8cca-0a755c384e5a", "user_data": "jeffreythomas" }
- 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": "fa7e9622-ea3b-4aef-a7c2-6078742a33cf", "user_data": "7283 Alexander Lakes Suite 625" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.51345855413675, "face": { "face_id": "be00d8f2-14e5-42a2-9dc7-cf1949b2baaa", "external_id": "YFVvvyHrusEBLZLiArzg", "attribute_id": "f771298e-2137-42b7-95ea-4444d5c56aa6", "create_time": "1983-06-01T04:01:13", "lists": [ "e28193ea-a7b3-4e49-9b7e-d89b218bd562", "4d2d9058-cac1-455f-94df-7d03eb664d76", "9d9afe7a-5642-4bdd-9d4b-5e152e153be2" ], "avatar": "https://nichols.info/", "event_id": "5d91304b-5277-413a-9426-b2d6790a552e", "user_data": "dawndavis" } }
- 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": 0.17967807631531, "face": { "face_id": "e4a77d7c-9c77-4814-bd1f-4e7ba8a9e2e2", "external_id": "NjuUQQBWBubtheDPrZge", "attribute_id": "4e1f0902-d243-4b64-8e14-71c9b7a53b31", "create_time": "1977-05-28T17:21:35", "lists": [ "5cdf6097-c705-45a0-9953-6a989af2c091", "671bc966-6543-4418-945e-f46112e00a6d", "799904c4-cf42-4b76-9a11-fca08bd89b52" ], "avatar": "https://www.willis.net/", "event_id": "c30d3a63-3c2d-4a2e-ac76-f3093f673f7b", "user_data": "tiffany32" } }, { "similarity": 0.980990230727499, "face": { "face_id": "3b301394-8630-4c17-bf0f-0b0bfd3df186", "external_id": "IQiXbpgxpTSETAPJymKT", "attribute_id": "0455706b-f71a-4c70-b29e-e12dfd73f945", "create_time": "2015-07-17T03:18:57", "lists": [ "9b8499fc-c4fc-4da8-adfb-2efd9562aff1", "059c8467-15a0-4f85-b602-2dac64d7ea09", "149449a2-28f9-4b3a-ad78-388569777ba5" ], "avatar": "http://holmes.com/", "event_id": "75b361f0-562d-48bf-b15f-c1257a9373dd", "user_data": "jamesshepard" } }, { "similarity": 0.378287964545061, "face": { "face_id": "032819ff-9c1c-4fc6-8238-348639a5d8f7", "external_id": "BWkCEhmYHjxvsOkoTpGV", "attribute_id": "fd11dbcd-7706-4bf2-b2d8-7dedd7b2cc29", "create_time": "2011-12-30T21:39:36", "lists": [ "f0e4278f-6d34-4ec1-a694-649d1574bcf0", "f426c0e4-3ad6-436e-9730-ed70750af575", "3a8b7076-d56e-4d4e-a926-12dd65389581" ], "avatar": "http://salinas-anderson.info/", "event_id": "20eadf3b-f87c-476f-943c-578af9e1dd28", "user_data": "mckayaustin" } } ], "list_info": { "list_id": "de983dbd-f595-496f-827f-e95a081d0de3", "user_data": "1681 Melissa Locks" } }
- 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": "07da7f99-4815-41a9-bc46-371098996e04", "Luna-Request-Id": "RuqydAdohDZWkCxPyjle", "events": [ { "samples": [ "0f4d0dec-d15e-4c0d-8a97-f5998f3810bf", "21375cee-d99a-4beb-b7ab-51d9ed1c5052", "32baf63a-53b3-410c-93dc-e36efb50ba26" ], "attributes": { "url": "https://gray-sanders.com/", "attribute_id": "97967a56-bd46-471d-8d10-7f9c2c96da76", "score": 0.287797193672082, "basic_attributes": { "age": 59, "gender": 1, "ethnicities": { "estimations": { "asian": 0.885524740588398, "indian": 0.855673556136407, "caucasian": 0.599146891744011, "african": 0.610028828727221 }, "predominant_ethnicity": "african" } }, "samples": [ "fede8d22-7009-4042-bc30-2a65d9150120", "41c86690-9d51-4b94-9ff1-ee712f883e22", "4b0bd7c4-2664-4a92-8488-8603b02c8c21" ] }, "source": "96782 Johnston Trail Apt. 296", "tags": [ "OfPnMMmyVxMbUUZouWRL", "uTLdpmzgtTZqAZSvPCDd", "ILZskfsZNYgVtTGxxWRb" ], "event_id": "9fa719de-8d7b-4eec-aa60-175f34750ab4", "match": [ { "candidates": [ { "similarity": 0.226151406712743, "face": { "face_id": "0269dfdf-98be-4110-846b-6900fc8ea0bb", "external_id": "aEgZFiGUkFLYGPxlOCqh", "attribute_id": "7f3945a7-50c6-4e5b-86a7-21fb65e60db5", "create_time": "1993-08-07T01:03:21", "lists": [ "10cb68fd-76b8-4bd9-b9d8-7c711b593822", "18afb515-fac0-4ac3-aec8-8b89a1013b0e", "5e54207a-e400-40a7-8744-70ab43a3d27d" ], "avatar": "https://www.harrison.com/", "event_id": "2dcf508f-7b52-4cc2-a2d4-6c23053757dc", "user_data": "williamstanya" } }, { "similarity": 0.930904337126871, "face": { "face_id": "9d9ef38e-d58f-4f59-95dc-d00a5c035586", "external_id": "TApumEhHOrKEnoQwEBAJ", "attribute_id": "15d9c75b-6e4b-4f07-b259-be839621f105", "create_time": "2015-03-27T00:48:22", "lists": [ "3d145dcb-7dae-44da-8f2a-4014754f5e5b", "a131a076-190c-453d-8e91-34831f740ea1", "b5baa842-a22f-4081-87ce-89cea1e0f5aa" ], "avatar": "http://www.baker-price.com/", "event_id": "45be092d-4095-4787-b8d1-462ae0db953a", "user_data": "morganjacqueline" } }, { "similarity": 0.974617201943964, "face": { "face_id": "583c6e6b-c8ad-4266-96bd-8df532f824ef", "external_id": "DxKYxgaDOvhscgokDgqQ", "attribute_id": "58027ee0-fa68-4a9a-9d22-8eb4372d2cb4", "create_time": "2015-09-10T17:53:41", "lists": [ "af2664e8-18a9-4de9-a585-53fbdcc239d7", "2343c0ea-3b63-4206-8884-ef8816ecdc08", "504cf1d9-1a7d-4fab-be22-c98c98315598" ], "avatar": "https://www.hawkins.com/", "event_id": "11759c52-9ef2-4174-a746-6073b0c11f11", "user_data": "martinluis" } } ], "list_info": { "list_id": "92f5d9e6-0261-4412-9589-e4cc8ce948c4", "user_data": "1226 Rivera Corner Suite 484" } }, { "candidates": [ { "similarity": 0.936143991726294, "face": { "face_id": "f886c86c-55a3-4dcd-8355-53d374400892", "external_id": "ZlmUhbzMPaaxLvtOlRlt", "attribute_id": "83cb6f8d-bd32-4493-bb0e-77135515962f", "create_time": "1990-07-23T15:47:51", "lists": [ "777610cf-3a89-410d-83b3-7788013fd24b", "5ba22f4c-4059-4a55-af3a-8ccc05dbaf73", "ad854921-abbf-4875-8da9-f893551088a7" ], "avatar": "https://brennan.com/", "event_id": "a08b0473-1774-40ac-8347-ed9fa20301aa", "user_data": "christopher14" } }, { "similarity": 0.609741166843495, "face": { "face_id": "a0f17777-3d73-472b-a1e4-dad1aba5ae23", "external_id": "HANmCxloFdVuAFuKjruA", "attribute_id": "4cf287b3-f943-44f4-8d0e-459127ded4d1", "create_time": "1977-03-03T22:49:18", "lists": [ "a8c61e45-024f-4d39-a00e-aa0668e2b4a4", "929308e5-886c-47da-9dcb-1fdf79ac6e79", "4a43c181-6c24-4b8c-9a65-effbc2fb9cf1" ], "avatar": "http://hayden-bowen.com/", "event_id": "f010ef73-8b4d-4244-8629-80f52f8059a7", "user_data": "randy28" } }, { "similarity": 0.53407434875857, "face": { "face_id": "7cf3918e-3fe7-4d55-bd52-cebace1dc69e", "external_id": "QqnOYkDfPnzbUZLLXjQG", "attribute_id": "cd527631-36ab-439d-a034-0c09438dcd85", "create_time": "1996-01-27T17:26:29", "lists": [ "b1078e12-268c-4299-9493-5b747be189ec", "e046956e-5757-4e4c-b58c-5c619bccdf53", "141529bf-7ccc-42e5-a525-5abb13be677d" ], "avatar": "http://delacruz.org/", "event_id": "7d246a8a-8f30-4933-a46a-d191ce08f134", "user_data": "michelleflowers" } } ], "list_info": { "list_id": "82454450-8c6b-443b-992e-548233180498", "user_data": "23622 Shea Estate Apt. 561" } }, { "candidates": [ { "similarity": 0.139126238732782, "face": { "face_id": "3b266997-b7e2-4ef4-bf95-0a17042e6c01", "external_id": "kmYpCbJQhpqBcIUsXPjU", "attribute_id": "4a4317b8-3007-41b7-93c5-a0b661f918b7", "create_time": "2016-09-13T05:36:29", "lists": [ "4045d9fe-531d-4e19-a65c-d580315c6ebd", "0e63747c-2555-4d30-87ab-f11f66f4f4db", "df9ad47c-fc08-466a-9ba5-703fc2890c12" ], "avatar": "https://www.howard.net/", "event_id": "bb225848-1d81-473c-a0a0-fff96805d5cd", "user_data": "johnsonbrittany" } }, { "similarity": 0.387785290038596, "face": { "face_id": "94d55183-699a-4951-8ac8-d313b0f7f741", "external_id": "DrkwBknbegNQCIHOcEvd", "attribute_id": "db486f04-9b77-4242-9f0e-04ffe7a7e753", "create_time": "1991-02-16T09:06:09", "lists": [ "0995ff25-9c67-4fbc-84a1-8bec3e1323a5", "377a9cef-22b9-4aff-a2dc-087cadf2f4bd", "aec3dc3a-97d0-43ad-aaed-8ce4daeda12c" ], "avatar": "http://alvarado-gregory.com/", "event_id": "23a77cff-d058-42c6-af27-6a269af15c66", "user_data": "egray" } }, { "similarity": 0.48001492662678, "face": { "face_id": "a7d00cfd-0a08-4a67-8112-6ebd73ddad6b", "external_id": "tJMzyBwjlWoiJoaHOxlv", "attribute_id": "0291d305-403d-4ee2-9923-3c183c107848", "create_time": "2006-08-01T11:44:57", "lists": [ "ecec28c3-c8d5-4adb-859b-e076745f3496", "b624a621-be2e-49b2-9860-aee38bc73e7b", "88e6d4c8-187c-4925-b5cc-e12644b50a77" ], "avatar": "https://sheppard-cunningham.org/", "event_id": "6f9ab4d2-0271-4ccc-a79a-e0e255339464", "user_data": "brandon07" } } ], "list_info": { "list_id": "d01fe9be-0158-4928-a6a9-cc0c7262d22c", "user_data": "6656 Ryan Ways" } } ], "url": "http://robinson.com/", "face": { "face_id": "e4bb97b3-484c-4891-9c78-7fa60b042760", "external_id": "ZGHgpFdUoMFvknhUfiwB", "attribute_id": "64c8cead-08b7-4889-8071-184b6e3bfa34", "create_time": "1979-04-04T10:21:30", "lists": [ "ce0521e0-c013-497f-a86a-fc8e8d771129", "c723e32d-023e-4121-ae5c-73648e6b27c8", "f5d435e1-df39-4401-bc96-67fe0c22fed6" ], "avatar": "https://wells.biz/", "event_id": "6a5aa617-7492-42a5-9502-2e92e94cedb0", "user_data": "michael62" }, "detections": [ { "filename": "WCRkxCsAerUtqYrUZQMb", "sample": { "url": "http://www.obrien.com/", "sample_id": "84ad5d7f-1a41-4ae5-9aa7-23534b8a1984", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.77916688838656, "dark": 0.93555851447591, "saturation": 0.688374318819992, "blurriness": 0.279935846423471 }, "rect": { "height": 6054, "width": 8328, "x": 5626, "y": 6103 }, "landmarks5": [ [ 8240, 6345 ], [ 5763, 6829 ], [ 7007, 3925 ] ], "landmarks68": [ [ 4332, 9385 ], [ 8796, 2035 ], [ 9342, 3014 ] ] } } }, { "filename": "tlloUAjetuMumceUjRgw", "sample": { "url": "http://www.reed-white.info/", "sample_id": "00dffa2a-3eca-4af4-bfd9-513d4f2c683e", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.690820764745959, "dark": 0.442311212854777, "saturation": 0.152486813995093, "blurriness": 0.518217448288521 }, "rect": { "height": 5886, "width": 8733, "x": 5142, "y": 9988 }, "landmarks5": [ [ 504, 8112 ], [ 6966, 3424 ], [ 8751, 5735 ] ], "landmarks68": [ [ 8087, 5483 ], [ 3602, 4820 ], [ 1000, 7384 ] ] } } }, { "filename": "GcHlDCjrOvVphzEHCqav", "sample": { "url": "http://www.davis.biz/", "sample_id": "b57375bc-7a59-4ce4-b34c-547ca614a30d", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.542106644453199, "dark": 0.384355937569483, "saturation": 0.886933478363427, "blurriness": 0.824199856019579 }, "rect": { "height": 7226, "width": 642, "x": 3512, "y": 8012 }, "landmarks5": [ [ 1804, 5977 ], [ 2558, 6344 ], [ 1605, 2538 ] ], "landmarks68": [ [ 579, 5902 ], [ 8013, 3897 ], [ 3278, 1442 ] ] } } } ] }, { "samples": [ "e5f65262-cb07-4c6c-bc57-db85b61381db", "d8752926-a4e2-43c7-9aee-3a64d2fbd797", "680a614a-1917-4217-bf2e-d15799edf2ff" ], 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