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": 91, "gender": 1, "ethnicities": { "estimations": { "asian": 0.998710107353581, "indian": 0.320614288504766, "caucasian": 0.649907026051585, "african": 0.87375628877699 }, "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.scott.com/", "attribute_id": "6dc8d528-29a5-4007-aa29-344d73cc8a74", "score": 0.807658233984177, "basic_attributes": { "age": 37, "gender": 1, "ethnicities": { "estimations": { "asian": 0.52061358386097, "indian": 0.18982558182109, "caucasian": 0.326059840829079, "african": 0.559735355997123 }, "predominant_ethnicity": "indian" } }, "samples": [ "7775af47-e490-438e-8ee6-099149b09487", "565f6bf0-96fe-4074-b99e-8d2f9a023a2f", "3bdb5675-018f-42d5-9fc8-b08c1efc051c" ] }
- 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": "6467f222-bb5b-4f9f-9632-604d8a9c81ff", "external_id": "xLnpHUHCOVdiQdgoFJxk", "attribute_id": "9b7409c1-98bf-49b7-8bee-9112cd8ad4a4", "create_time": "2005-05-13T12:40:01.439883", "lists": [ "1c519129-ed31-4a0c-b15f-3fcb36147f64", "05cc9768-c6a2-4491-a1d4-a3209edb609e", "7fb3ee4e-e09c-4600-8905-3e69de77b18c" ], "avatar": "https://jones-wright.biz/", "event_id": "7f53e2f8-bead-462d-858b-13f28a431aaf", "user_data": "rosswilliam" }
- 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": "d3d708c9-a4a8-44f9-bdc9-33dddfe68eae", "user_data": "1795 Ricardo Curve" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.62540350629894, "face": { "face_id": "c8757251-0b44-45be-880c-2bf420d016a8", "external_id": "NtLaSJIdYapmlQDwWUiy", "attribute_id": "deaed92d-1993-41a8-aad5-46abc333dc45", "create_time": "1975-05-25T16:14:48.234445", "lists": [ "f3027832-2b94-45f6-bf49-2471e783cbdb", "5da347e3-b476-4103-946c-fe3876403ef5", "562dc4ed-3678-4230-ac0a-f5671ad770f5" ], "avatar": "http://www.ryan.com/", "event_id": "1f12c7d3-f26f-41c0-87c2-0ee8c6f91b76", "user_data": "roychavez" } }
- 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": 0.625175351196601, "face": { "face_id": "15ac8abe-6de6-4079-a7ea-f971b32d3745", "external_id": "iWhdySoEaISqamEFhUsn", "attribute_id": "71c9021f-d216-4906-b9af-831ad36c70c3", "create_time": "2012-05-05T05:08:31.200059", "lists": [ "60cc646b-496d-4999-bca7-bf545338469c", "90c47cee-50f4-48cf-9054-9f8bd90fabd3", "9c052a65-30ef-4656-84e8-4c7a667c47bd" ], "avatar": "http://www.rodriguez.com/", "event_id": "4c39320c-9ada-4e27-92c5-274753f5d6c4", "user_data": "sherry30" } }, { "similarity": 0.37899212397188, "face": { "face_id": "ef6c2eb3-ea8e-4528-b72a-3d26b4e87228", "external_id": "REqEoTdWKtxLfZCUgBHF", "attribute_id": "44451bc6-bcdc-494b-acf5-dcc8bf207326", "create_time": "2005-10-27T07:10:41.421896", "lists": [ "05d3f607-7cb8-4fbe-83c3-9f92467f2818", "7124f2c3-6c9c-4d30-9ea2-c872e8cf9bab", "f26f0350-dcc4-47e8-9335-509cbe4a288c" ], "avatar": "http://www.shaw.com/", "event_id": "da40a041-3874-47e1-937c-171bcef3abb1", "user_data": "megan35" } }, { "similarity": 0.226534077800768, "face": { "face_id": "77e7cdf9-84be-4080-a5da-95b8e742726f", "external_id": "UGJvSFVAgXgZSLqZVDYR", "attribute_id": "c694c244-be74-4153-9756-5124d0b70de6", "create_time": "2023-01-01T02:56:28.669638", "lists": [ "7cb9595a-ea15-404c-aacd-d5f8a32b9dcf", "30b5734c-9670-4a0d-b06b-38d94527449c", "9f31681c-942e-4b01-8bc6-8c2ba9b54a48" ], "avatar": "https://meyer.com/", "event_id": "5043a531-e0ca-4bd1-8d71-515d0d5eb174", "user_data": "brian97" } } ], "list_info": { "list_id": "36649882-6cd2-4114-89d1-0e3fbd48431d", "user_data": "509 Erin Islands Apt. 653" } }
- 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": "152417f3-440c-4667-9039-437ce73c99b3", "Luna-Request-Id": "guWSSlZMEkjZquKYONRd", "events": [ { "samples": [ "4fda9ba3-205a-454a-b1fc-deea5021e4c1", "a418f466-ab8f-4aa0-9a6f-a23cc3262627", "e532ffb7-283f-4b4d-8874-ad4fe2f6b0cb" ], "attributes": { "url": "https://woodward.com/", "attribute_id": "5f4bad3b-28c6-467e-abf9-8049e2d06dd9", "score": 0.376310398857524, "basic_attributes": { "age": 43, "gender": 0, "ethnicities": { "estimations": { "asian": 0.61694535966779, "indian": 0.308167815558155, "caucasian": 0.976239519574687, "african": 0.637934194731757 }, "predominant_ethnicity": "african" } }, "samples": [ "0ce109f2-52c9-4826-a729-f3aaabb10a8f", "f9da8cbc-d8d1-46bd-97a7-696b2f3642f0", "9710dfee-36d0-492f-a463-2495a14d53c6" ] }, "source": "37486 Cheryl Valley Apt. 662", "tags": [ "NhEwYukaVwRLPStcRzSO", "tVQhCRizPIvxiWRMOgAP", "ZwLdJPUpjVqfcynCcKAd" ], "event_id": "b15081ef-5c78-46a0-839d-04529037289f", "match": [ { "candidates": [ { "similarity": 0.455714868945699, "face": { "face_id": "db378f5d-6a13-44e7-9de9-6048dab14522", "external_id": "oMTMwvJHyQXFOxtPVuSS", "attribute_id": "6f9bb4b4-6dd2-49bc-966b-52248799898f", "create_time": "1973-02-08T10:59:35.726533", "lists": [ "75e39629-86de-4fa2-8d60-eacc3b505355", "0f3b495d-30f6-4021-aae1-127c79a58f87", "6a1f7c96-e168-4bc2-8c30-a920d381e3a6" ], "avatar": "http://reed.biz/", "event_id": "58c0c51f-cd2a-4db2-aa77-b33b2d097ff4", "user_data": "markmiller" } }, { "similarity": 0.65397111450427, "face": { "face_id": "cd50661c-77dc-491a-8285-a72e7c623e17", "external_id": "GCmilExkfNxmixxWFikR", "attribute_id": "0b21eb4a-832e-44e6-9222-33b570b9d6c9", "create_time": "1971-01-21T22:03:43.124640", "lists": [ "bda311f2-a390-4f2c-aca0-2773aeb890d3", "2a37e5cd-b512-401b-8e96-83adc6f2d93a", "1ffe0567-449d-4d3f-8996-2a1b3d456331" ], "avatar": "http://www.evans-castro.com/", "event_id": "f2c0876b-7260-48c3-8261-852507abb26c", "user_data": "cjones" } }, { "similarity": 0.29234456249139, "face": { "face_id": "f930dbf1-9248-49b6-8003-5c3408ed8549", "external_id": "HVgUxXihKyYrTxuZPffR", "attribute_id": "5784adf7-8123-4cda-a4fd-c6891b20d72d", "create_time": "1998-12-02T07:40:19.845143", "lists": [ "36dc4b8e-93e7-4e2a-9b6e-86a2f432b6e7", "0c60a1f3-c997-4acf-b296-4478e8efc5f9", "77e63ebe-2660-49de-b4b7-7958413c8858" ], "avatar": "http://thomas-white.com/", "event_id": "6cf99005-e6c0-40ca-b8b1-c5f7e2e555f6", "user_data": "trose" } } ], "list_info": { "list_id": "89e2ebb9-fcd8-4713-a50e-e33633ebad6f", "user_data": "95097 Koch Club" } }, { "candidates": [ { "similarity": 0.557354161066217, "face": { "face_id": "e52042d4-f559-4a31-9ec5-de24f1b6fba9", "external_id": "cLNreTzQnsXPLOtncwoh", "attribute_id": "7de0aeee-ee9a-4af4-b88a-9d68ea2c1f98", "create_time": "1975-06-21T21:58:45.744568", "lists": [ "2ff20a7d-5fbc-4fe1-8456-056de06a72ae", "e66caff7-5d37-4eaf-824a-57824842fba0", "70531af5-32d5-4c4c-990b-ed467d71933d" ], "avatar": "https://www.blackwell-aguirre.net/", "event_id": "ac575649-104c-4f2a-bcfb-a07abe7e0736", "user_data": "ggarrett" } }, { "similarity": 0.981667204356274, "face": { "face_id": "fd1fb439-f821-4261-b0e7-baff394eacb1", "external_id": "zyCWXOILbDBIEXJNxHTE", "attribute_id": "a23a28d4-4f8f-4a1c-9bb4-d86ea5f2f0f1", "create_time": "2002-06-09T13:16:45.046060", "lists": [ "56db91e3-5e7d-467e-a05d-6e5054e77791", "decf6c44-7dda-476e-a186-14cf370e6244", "f2aae064-90d1-486f-a0e5-c8b42a593aea" ], "avatar": "http://wagner-miller.com/", "event_id": "9ab4034e-1e2a-4bcc-99a3-50f69255e729", "user_data": "xharrington" } }, { "similarity": 0.744514916519399, "face": { "face_id": "01df0349-0f7f-4e21-bca0-a4ac429c01a4", "external_id": "FCpPDOtpRjxYXyrNMtEN", "attribute_id": "4303cc23-5a40-4a20-af55-7338857f65fc", "create_time": "2019-12-24T06:54:24.322322", "lists": [ "02da52d2-d783-4b62-ae12-00cdd094645c", "4b0f2457-40cc-464f-ba9a-fd1c23c0bed7", "d12b390f-da59-4aeb-9f35-0108aa998a3c" ], "avatar": "https://www.lopez-thomas.com/", "event_id": "d7b28e18-fe39-4237-8af1-8ad2bb30f03f", "user_data": "gary99" } } ], "list_info": { "list_id": "4233bb9b-52e1-4c4c-ab9f-fd0709a0d36d", "user_data": "0412 Fisher Fords Apt. 996" } }, { "candidates": [ { "similarity": 0.97242009470382, "face": { "face_id": "5c133d08-ed12-491c-bdba-1ebdc22b0282", "external_id": "LjWcXAKamnbUssacdNlz", "attribute_id": "df313fa4-e7fa-4a1e-85ea-567ba2db54dc", "create_time": "2014-08-12T21:24:02.265859", "lists": [ "612e14fb-86bf-43db-989e-70fff7e00974", "d3086d84-8640-4f44-a493-8e1a9c8930a7", "f45c5a71-12bb-46d4-b8bd-e404e17ac091" ], "avatar": "http://ritter-lane.com/", "event_id": "ffdc6d13-cbdb-4a0c-bf87-f1185d084fab", "user_data": "williammontoya" } }, { "similarity": 0.953331915482718, "face": { "face_id": "758f0a19-293f-4059-a362-288d8efd3b41", "external_id": "xOtmvZyHYaswsaaXDvLD", "attribute_id": "e2677105-f3ed-437a-96d1-f4e4e087018a", "create_time": "2011-07-08T07:09:01.095806", "lists": [ "71095857-baf2-4dbd-be87-812baf84d33e", "7541c8bc-365a-43b1-b9a2-d10dfaf0378f", "f8033edc-8965-4c96-95c7-48df3ed01e31" ], "avatar": "https://www.jenkins.com/", "event_id": "a38ba8fe-6a47-4d0e-8d7f-52c46c28c113", "user_data": "rharper" } }, { "similarity": 0.776526101748091, "face": { "face_id": "ce5c89e0-3ce8-466e-a38a-2c5608581675", "external_id": "kryDHYCXcYQyuQSHqVjO", "attribute_id": "03910ccb-0979-4ab9-b05f-0e71dbe02427", "create_time": "1971-04-06T04:52:03.085003", "lists": [ "1c9ce819-8a67-45fd-9818-11ae0cb7dff6", "f92ba2d0-cc55-4121-b2f8-954d2c8615e2", "c08f7c9e-1138-428a-af6d-e8d29f12b61f" ], "avatar": "http://www.mitchell.info/", "event_id": "455153cc-61e8-4990-869d-f2cadd18e307", "user_data": "amy14" } } ], "list_info": { "list_id": "39b71927-7d4c-4c35-8774-f9a4998a7677", "user_data": "1471 Jeffrey Rapids" } } ], "url": "https://wilson.com/", "face": { "face_id": "db755123-bd82-4c01-9703-932c345534f5", "external_id": "kYLdPCGjZeKuAXzXRdtD", "attribute_id": "856a387b-8185-4a36-b576-97841e4c3aac", "create_time": "1974-07-13T01:43:25.008561", "lists": [ "56f46bed-88a6-405c-8687-c52d1ad7f91d", "0eeffbaa-3231-4881-ac2d-9da06459080c", "afd723b6-9592-49aa-8e7f-6070562f2a3b" ], "avatar": "https://finley-dunn.info/", "event_id": "bfd66491-b05b-470f-8d63-5e4fed36c881", "user_data": "jmercado" }, "detections": [ { "filename": "TLLszvGqPEJrdeALzzDX", "sample": { "url": "https://chen.com/", "sample_id": "9694b8f7-2b7b-4039-a49d-1568c4b4e6bf", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.690916346661988, "dark": 0.58953332251567, "saturation": 0.653944796242776, "blurriness": 0.172851398817644 }, "rect": { "height": 7696, "width": 1263, "x": 3972, "y": 482 }, "landmarks5": [ [ 3613, 586 ], [ 6034, 8674 ], [ 2685, 7537 ] ], "landmarks68": [ [ 9479, 4376 ], [ 286, 409 ], [ 8157, 4010 ] ] } } }, { "filename": "SqPboHDLWMbmYhhpNutE", "sample": { "url": "https://hensley.biz/", "sample_id": "3a719c5c-1078-4592-9787-13bc4b1dd76b", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.45416069695865, "dark": 0.251301631513073, "saturation": 0.532453208144084, "blurriness": 0.872318750573438 }, "rect": { "height": 8367, "width": 1257, "x": 4187, "y": 8677 }, "landmarks5": [ [ 2342, 262 ], [ 9628, 8902 ], [ 5865, 3017 ] ], "landmarks68": [ [ 742, 4591 ], [ 9246, 4957 ], [ 744, 830 ] ] } } }, { "filename": "hDZOlAvukknKiPfaXawA", "sample": { "url": "http://www.taylor-roberts.org/", "sample_id": "90878b16-782f-48cb-b938-6c0767ce24db", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.64747534687232, "dark": 0.297978439701405, "saturation": 0.701706731761151, "blurriness": 0.838607571975745 }, "rect": { "height": 40, "width": 1310, "x": 6781, "y": 5339 }, "landmarks5": [ [ 7574, 9135 ], [ 5753, 9254 ], [ 7462, 9934 ] ], "landmarks68": [ [ 2546, 2552 ], [ 6259, 9205 ], [ 607, 468 ] ] } } } ] }, { "samples": [ "ade4483d-c042-43bd-84b4-874f91265fcb", "493c1153-470f-4071-98e8-2a23184adb0a", 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