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": 5, "gender": 1, "ethnicities": { "estimations": { "asian": 0.41743506418304, "indian": 0.29084969963661, "caucasian": 0.542083134578732, "african": 0.459357026540614 }, "predominant_ethnicity": "asian" } }
- 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.anderson-flores.biz/", "attribute_id": "95bde5e9-d606-42b7-8316-f75efd8429ee", "score": 0.560534909721532, "basic_attributes": { "age": 59, "gender": 1, "ethnicities": { "estimations": { "asian": 0.135296106120961, "indian": 0.468735360442759, "caucasian": 0.56601097077592, "african": 0.916931583550579 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "8535c790-96ce-457b-b249-4f5f17c26890", "21f1b1bf-d2be-4bfe-bf48-33d327c6abfd", "83a96cf0-f977-4e87-be32-ab31fdf565bc" ] }
- 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": "18edff6a-2efc-42ad-afe3-24c125de6bbb", "external_id": "MPNIefPxRqfGiVepXOQt", "attribute_id": "7aac34c8-637a-4675-af86-a694a8045d3e", "create_time": "1998-07-30T11:58:55", "lists": [ "7c3e35f9-37f9-4fc8-8f85-b0a7498dc7f6", "a38e0ebd-235d-4e12-a8f8-6194650b64f7", "6b12755b-6d8f-40a1-9a3f-a821c61204ba" ], "avatar": "https://sanford.com/", "event_id": "0b8c7492-09dc-4d74-aec4-530aee87e45f", "user_data": "brenda20" }
- 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": "aa613a07-d3b7-460e-ab79-1cfbad6dd80d", "user_data": "0825 Marc Parkway" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.412630769532966, "face": { "face_id": "570c7c20-1dd2-48c4-b3c7-7eaeb76027fc", "external_id": "mGTAHiaetLmkFXhRgwVg", "attribute_id": "5eadb7f8-b438-4628-b3c5-a141325455ac", "create_time": "2002-08-15T10:22:27", "lists": [ "51c6f4dc-e49f-43a5-a574-5b5a586cc316", "64775e76-92c5-4ba4-bd42-b469dafb4acc", "70d2d24f-0080-46ad-bcc7-bc3d7f0ab941" ], "avatar": "https://www.estrada.com/", "event_id": "9218e9cf-2ed0-42be-9e52-7110b190c987", "user_data": "kallen" } }
- 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": 0.453203576365937, "face": { "face_id": "a324dddc-8818-4ab3-85c5-a8dd78aea12e", "external_id": "iwsXaHSTwbnjMURoQDVF", "attribute_id": "222dcf6d-b8a0-489e-ae17-2cb40779da5a", "create_time": "2001-01-28T04:12:30", "lists": [ "90e350d5-063d-435f-8528-0f2f5ab075ed", "68422b05-a274-4f61-8cbe-098880aae48b", "8db98d11-1d45-4640-9f62-010e0a1de23c" ], "avatar": "https://www.nguyen.org/", "event_id": "c48e7fd7-c624-4281-aaed-cfb05ed744dc", "user_data": "aking" } }, { "similarity": 0.867773133059195, "face": { "face_id": "d4ce8a08-1c53-4fe8-a851-be3cc8791cb2", "external_id": "IDRbpYdPRZtGaODzCVoK", "attribute_id": "f8fe778e-6663-424e-88b2-b74963eeaf15", "create_time": "2015-08-28T02:29:17", "lists": [ "206b418a-d88e-4aca-8275-ffc8787192ca", "f36d8314-abbb-4c72-93ab-1742c5f7b9c3", "0203d63d-e5eb-4290-906f-6784d479f81c" ], "avatar": "https://gordon.com/", "event_id": "bf6abfd1-d6be-462b-9ddf-61ce35ee2b65", "user_data": "cmarshall" } }, { "similarity": 0.399749845468659, "face": { "face_id": "77624f2c-47f0-4549-8b60-e3bcad8f0e3b", "external_id": "XZMUlYDBKvpRrnmINMMf", "attribute_id": "408ea7aa-8ef2-4c8e-9f60-e99441897c61", "create_time": "1998-08-06T14:43:54", "lists": [ "64646731-4766-4d53-b0ad-acee4074f379", "165e0640-96e4-499e-a96f-9a3211fc2e25", "66621387-86ee-440d-9959-458337ff5991" ], "avatar": "http://lewis-briggs.com/", "event_id": "c61554d3-6a9e-44f5-9b70-0905da9eb427", "user_data": "ovalentine" } } ], "list_info": { "list_id": "61e20be1-38f4-49b4-b725-8ab2c635f143", "user_data": "39722 Oconnell Street Apt. 224" } }
- 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": "4a98f877-1c85-4bca-8325-115bb527c2d0", "Luna-Request-Id": "cYjtNehRxcigFEvvgWox", "events": [ { "samples": [ "5f1576e9-512e-4ab9-a81c-ccd36c1dd24b", "977ed968-49ce-4b50-9972-21be5d5e33a7", "dc11f765-746f-4962-9130-946718a93b90" ], "attributes": { "url": "https://www.thompson.com/", "attribute_id": "22a34331-75e5-4305-815c-de6db82b1508", "score": 0.124838711715751, "basic_attributes": { "age": 11, "gender": 0, "ethnicities": { "estimations": { "asian": 0.524199289929477, "indian": 0.459198656035239, "caucasian": 0.60190655794856, "african": 0.253904954067903 }, "predominant_ethnicity": "indian" } }, "samples": [ "52491497-92c2-4228-932d-8f8a255a4fad", "725ce8f9-e0a3-493f-8dc6-dee665bd291e", "f42260cc-06c7-45a4-928b-c2505bb0e0b3" ] }, "source": "586 Moss Roads Apt. 966", "tags": [ "mGATizfWaCkZJTirAJmA", "UFOKJgpzLPcOefaJOXlb", "EGdrgLBzrHfisIbqTGId" ], "event_id": "1708a6b5-82d6-4c5f-b8e6-14b84755f32b", "match": [ { "candidates": [ { "similarity": 0.659272461786599, "face": { "face_id": "a73cb287-ac96-47f3-9b0e-fa0549e976d8", "external_id": "JrkqjvNlUmOxKjdvZmcJ", "attribute_id": "c7a660bf-f3fe-4b20-a4a5-7a3076d8a60f", "create_time": "1997-03-18T01:56:48", "lists": [ "ff19edfc-b55d-49c7-8672-476ea48d46d6", "9eef74d6-6afa-444d-88fe-ae19fa27b42a", "9e141b17-c702-4c01-8e73-77d4d17a8044" ], "avatar": "https://www.bridges-mckinney.info/", "event_id": "8355d65d-5290-4c25-9785-6212eec4e223", "user_data": "mwilliams" } }, { "similarity": 0.994100427438548, "face": { "face_id": "1916110d-433b-4103-974d-eb5684ee4ec5", "external_id": "eOwjxbSzFGpGEEpWSMRZ", "attribute_id": "a062c15a-2edc-416f-8932-aef5ff86fd95", "create_time": "2008-10-02T19:49:22", "lists": [ "e43ae7f3-3ade-4e46-a26b-8d6b90d0d58d", "463a8832-2cc5-4012-b9db-403d2076326e", "99531fdb-26d4-4644-a01d-4935b052264a" ], "avatar": "https://adams.info/", "event_id": "9a1774e7-0025-4095-8882-ec8f5d754e52", "user_data": "curtis26" } }, { "similarity": 0.81442491857052, "face": { "face_id": "8b93eecc-8ca2-4421-b7f5-ea85a0783e28", "external_id": "QnJGlpMGnoRXVMNixpKY", "attribute_id": "5851e16b-14b9-4e07-8403-ba3fa8d9aaa2", "create_time": "1979-12-04T14:28:49", "lists": [ "59a398b7-abf0-498e-b7cf-8583462cf9fc", "9aac4394-5992-4cbc-b141-30ce35bba19d", "2f193808-8605-4547-8ba3-353756c195dd" ], "avatar": "https://www.wise.net/", "event_id": "48a470f5-9283-4382-bc6f-05a4b5ec9df5", "user_data": "rbaker" } } ], "list_info": { "list_id": "5e97c971-1036-4388-b1c9-25e61476a2dc", "user_data": "23356 Daniel Land Apt. 261" } }, { "candidates": [ { "similarity": 0.696889536800934, "face": { "face_id": "cb65360a-96fa-4dee-b4c4-f13a1ce3eff9", "external_id": "MQgNvKwZrbUHLGyssfTb", "attribute_id": "750b6a83-70f3-46d4-b1de-2b690dd77629", "create_time": "2008-03-23T17:15:15", "lists": [ "1abd4f35-a26a-49f9-a867-62f2275b8bb9", "676e1225-0b33-4c96-ad90-6dbb4624ec1a", "09d2bb3a-e6ba-4c33-a5b7-eec23d99684d" ], "avatar": "https://ortiz-winters.com/", "event_id": "d69a09aa-176f-4b55-8323-933100b2365f", "user_data": "hicksheather" } }, { "similarity": 0.913713005523693, "face": { "face_id": "0e27507d-c59b-474c-9079-745a1b4ab7c2", "external_id": "QPZqIGLOWiDVguOqrPwD", "attribute_id": "f87b5a78-59de-40f8-b9d6-8bcc18d64b24", "create_time": "1972-03-11T14:55:28", "lists": [ "e8421d74-25f1-4ecb-ae0f-8fce13d1ebb6", "903b50e2-81af-4ee6-86c4-c55509213416", "a7aa3dd8-2af4-46b1-8a09-bd9cf91c0b25" ], "avatar": "https://scott.com/", "event_id": "c9d86393-a36a-492d-8362-73d44af092a2", "user_data": "rick48" } }, { "similarity": 0.4653842321338, "face": { "face_id": "75d00ffc-bd16-4716-b789-efb8d6961ffc", "external_id": "ObcxGwSnuUiogIpvlmjK", "attribute_id": "e3d649a3-ab09-4719-976d-01631a1bbf08", "create_time": "1981-02-06T19:56:58", "lists": [ "7f5e598e-f121-41d9-9264-3e76626d2866", "48b149a5-e436-4cf0-84fd-02c10f25bde5", "b0080821-4050-4a1d-add1-6a0104b45d62" ], "avatar": "https://www.henderson.org/", "event_id": "28980849-8f53-4268-82b1-42838b8cf352", "user_data": "williamsjohn" } } ], "list_info": { "list_id": "016f9f74-ecb4-4fa2-b8fc-8c50512bd500", "user_data": "9978 Joshua Spur" } }, { "candidates": [ { "similarity": 0.620118537404513, "face": { "face_id": "48bb4512-73ce-4c96-85b9-0db739ccdfc2", "external_id": "KMGzAcTPBkQiudANUJxZ", "attribute_id": "f979e57f-9919-42a5-ac31-9271cb2212c9", "create_time": "2019-06-15T01:51:12", "lists": [ "0935369a-90c4-4122-bcad-f03732497053", "921c9d66-dda0-4625-a380-52a7ba5fe3a3", "ef5ff26c-45de-4761-af59-cbb3b530b5fb" ], "avatar": "http://www.nguyen-martin.net/", "event_id": "d1ec621a-6532-45b0-bf11-91502351cde5", "user_data": "raymondholder" } }, { "similarity": 0.48549569986517, "face": { "face_id": "299d41ed-4f95-4ea7-bb17-04fd7d6cce53", "external_id": "hcPFSdqFOpDBDruAsmlj", "attribute_id": "8e2dd773-5506-4c98-9443-d42691ce05cb", "create_time": "1976-12-22T08:40:39", "lists": [ "8b621d4f-de17-446d-bc3b-977a71d6e247", "d80428a5-e3a1-4d19-bb38-535c4a677854", "450e39b7-d6be-4a03-b000-11ba69209c54" ], "avatar": "https://levy-mcgee.com/", "event_id": "26475d24-894f-467a-bc7a-07ac4a94f44a", "user_data": "sharonwilson" } }, { "similarity": 0.88552066523851, "face": { "face_id": "762f843b-fe24-47fb-9a6c-c89bcb790fb3", "external_id": "ujFjVUARmPWOilewOcSm", "attribute_id": "19fab17f-bbe5-458d-b369-cdf67b4426c2", "create_time": "2010-08-02T09:44:26", "lists": [ "ed64d692-a3fc-4851-916f-14887b1be425", "f825d6a0-bf02-4aa4-9661-109a48e54596", "919fb3df-94ec-4838-bb52-ad4f60c79de7" ], "avatar": "http://www.mccoy-miller.org/", "event_id": "2ae0bf2c-a18b-4439-b1b9-18537020ae3f", "user_data": "robertjordan" } } ], "list_info": { "list_id": "25aef71f-6341-48c5-90b0-3b5e15211287", "user_data": "140 Austin Terrace" } } ], "url": "https://sanchez.com/", "face": { "face_id": "1b3c6e67-237e-45e6-857d-3eafe5b24571", "external_id": "vPfrgYmgSXOdPjRaOOsy", "attribute_id": "52d3ec0b-66d0-43f8-82fe-9070f8991c94", "create_time": "2009-06-28T14:00:09", "lists": [ "682f1a7f-ce13-48df-8dd8-973586534dbf", "dc5d3e46-20d1-44c1-806d-450b27e92650", "0b87d847-34ac-428f-9824-2ddb808d0243" ], "avatar": "https://mathews.info/", "event_id": "19ae60c1-6c1d-4e1c-8e91-ff2791ae5cea", "user_data": "andersonchristopher" }, "detections": [ { "filename": "iUTvhksSCADaCqgDited", "sample": { "url": "http://www.nelson.com/", "sample_id": "0fa1042b-5dab-440d-b675-08b4ec1507dc", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.941397569681729, "dark": 0.66818753439602, "saturation": 0.360946101333054, "blurriness": 0.322037736677564 }, "rect": { "height": 695, "width": 6788, "x": 4834, "y": 1418 }, "landmarks5": [ [ 1476, 8634 ], [ 7765, 7814 ], [ 8723, 894 ] ], "landmarks68": [ [ 524, 7403 ], [ 9374, 276 ], [ 5235, 4246 ] ] } } }, { "filename": "qSWvWTCLdVgGRQYqCnhq", "sample": { "url": "https://taylor-floyd.com/", "sample_id": "cbd38833-44e8-42f4-bd0a-ac7c0109aeb6", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.742960545129437, "dark": 0.449195582090699, "saturation": 0.855134868318016, "blurriness": 0.932125113471988 }, "rect": { "height": 9251, "width": 9100, "x": 5842, "y": 9348 }, "landmarks5": [ [ 3238, 2459 ], [ 5378, 4706 ], [ 9805, 3735 ] ], "landmarks68": [ [ 3664, 4899 ], [ 8957, 9567 ], [ 2182, 2207 ] ] } } }, { "filename": "GvxMRhyXxyKdItKzQkfN", "sample": { "url": "http://allen.com/", "sample_id": "bde36360-6f41-4aa6-86d6-6f9a918306d2", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.907529156194753, "dark": 0.19033399901205, "saturation": 0.49200958513589, "blurriness": 0.649649458020383 }, "rect": { "height": 6141, "width": 1243, "x": 4599, "y": 7964 }, "landmarks5": [ [ 2621, 6932 ], [ 8871, 7085 ], [ 2373, 9999 ] ], "landmarks68": [ [ 5742, 5202 ], [ 1440, 86 ], [ 7149, 5158 ] ] } } } ] }, { "samples": [ "8b39eff3-a1cb-4487-bb06-c84ef7ea2057", "9c5efedb-a4ff-47b6-809f-98bf7a782e86", "2cb4238c-f498-44c6-8dbf-2a1627323ed9" ], 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