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": 85, "gender": 0, "ethnicities": { "estimations": { "asian": 0.931957040511285, "indian": 0.88746488210825, "caucasian": 0.862532648154681, "african": 0.170535399036334 }, "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": "http://wilson.net/", "attribute_id": "0f8fa4ea-9681-4f21-a5db-f13a1dbb7e14", "score": 0.243795259962768, "basic_attributes": { "age": 33, "gender": 0, "ethnicities": { "estimations": { "asian": 0.702142605236041, "indian": 0.43907412616841, "caucasian": 0.116365738961012, "african": 0.647963845691797 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "d2766651-b19f-442a-bb81-3820b7eee1af", "54acf453-3b18-4789-bf60-94870facc0cb", "3ac202e3-7c6f-45ea-a4d9-c92ec379dc80" ] }
- 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": "c7555286-3b4f-4dfe-80ba-34c947b56626", "external_id": "GbjGsBuXfDfDVYYBuJKg", "attribute_id": "1329df34-590b-4995-894c-918ddf8cb9ac", "create_time": "1986-09-13T06:07:29.680818", "lists": [ "466a7ca6-c36b-47a5-8fdc-f8f293b44f64", "a5d08db0-5c0e-479e-843e-6062e1620beb", "c33d9b81-567d-41dc-b5f5-e7e6e2bc47fd" ], "avatar": "http://wilcox.info/", "event_id": "3f665d1f-5e5e-4f85-a9a6-d407fcbfde9f", "user_data": "zachary31" }
- 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": "c4bc273b-4c81-472b-bc91-0fd814272c64", "user_data": "5421 Brenda Bridge Apt. 811" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.76520743946495, "face": { "face_id": "370d0220-c5ed-4261-8922-55290c150aad", "external_id": "CsjjfLkAEGmascLrrxfV", "attribute_id": "2dfc50ec-3a0f-408f-af79-915aa72f6709", "create_time": "2024-05-14T21:05:54.626991", "lists": [ "26cc44c8-7bff-40a8-8dbe-19cfadb9b927", "c106e952-2c16-40f2-9e99-7019cd6027e8", "61ee9ad0-e3f4-4dfb-a7a1-14052796b0ec" ], "avatar": "https://www.sullivan.com/", "event_id": "7a988eb4-da1a-43e8-9c6c-e1949946c520", "user_data": "karenhamilton" } }
- 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": 0.427632349962194, "face": { "face_id": "71892643-2583-45d6-935f-2ec9749fea73", "external_id": "GVXHLPkGePQAUnReZXHg", "attribute_id": "24e71459-8e2c-4b24-8af7-0080c21c50d3", "create_time": "2011-07-01T11:30:47.904828", "lists": [ "60cd6bd6-9eef-4073-ad28-cf1265f4f82e", "75cee18b-e353-4b66-8c8a-47dce2312f7f", "f91ba405-9130-421a-bcfd-44c4f779a108" ], "avatar": "https://schwartz.com/", "event_id": "8e48f154-f64a-46a7-857d-68d3faa9667a", "user_data": "catherine27" } }, { "similarity": 0.520161991569749, "face": { "face_id": "322efd38-309a-4c3a-bac6-66e4d1b3bb93", "external_id": "SFuoiwGJCnPXcAyudMFF", "attribute_id": "fc236b22-d031-48c2-ad27-96d2dd47399f", "create_time": "1995-01-29T16:41:43.383664", "lists": [ "7ea9d36a-190c-4395-a123-cce498b8c718", "2feb0394-dc3d-41af-ac38-58d743eaba2f", "c8e5f09b-112c-4947-bab9-f7e86a4f64b3" ], "avatar": "http://patel-miller.com/", "event_id": "06a71708-a34b-4972-ae22-ce26e4b551be", "user_data": "barbarawilson" } }, { "similarity": 0.261093391982322, "face": { "face_id": "9f141ea8-ce63-4242-a60e-d7739544fc5c", "external_id": "VkwPguwsMMtolEHKRRSA", "attribute_id": "cb29425a-fc74-42c6-a009-9871c738c6d0", "create_time": "2010-11-01T11:47:09.615374", "lists": [ "0c96d8e6-b8b3-46ce-a6f0-5f3c72739d5e", "78050078-aa64-4fbf-8704-254d8c0c7aba", "97544f24-bd3f-4afb-ba14-b6ce35f76592" ], "avatar": "http://www.cobb-mays.com/", "event_id": "82a371f3-294c-4a8a-a079-0b8ea5a2a2f6", "user_data": "travisclark" } } ], "list_info": { "list_id": "f2711d91-0265-4ce9-92ed-abfc323beb69", "user_data": "83202 Brenda Skyway" } }
- 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": "a2992436-9208-4f28-9d3a-ea45abd417b5", "Luna-Request-Id": "wlDVwPJghUmyelBFxZEe", "events": [ { "samples": [ "6d306a65-fe73-42e5-a900-6c48008fd8c8", "06ef4665-a63e-4e6e-9a46-14b2eda75ef5", "12ac19b2-7f5f-44e1-ab32-0c0b28154138" ], "attributes": { "url": "http://arnold-taylor.com/", "attribute_id": "97ca6c79-b927-4012-aebf-6bbafa6c2bc4", "score": 0.484822468490339, "basic_attributes": { "age": 85, "gender": 0, "ethnicities": { "estimations": { "asian": 0.272894428029798, "indian": 0.661766255945402, "caucasian": 0.133382699344512, "african": 0.995360013588492 }, "predominant_ethnicity": "caucasian" } }, "samples": [ "93623b0e-cb0f-468f-9539-e9ad0ab29fd2", "21a0d809-62d1-4851-b02e-ff9b29380af4", "77bab21f-2f06-4678-ad8c-2f9f6d0f8bc3" ] }, "source": "4225 Pena Point", "tags": [ "fffzqdpvOuDLnBpqqIxi", "uMtAAhGyCLhyUIudIeMz", "SnCaWTNlFdPVHXBNVwSm" ], "event_id": "2f400ae2-d299-4cc5-bebb-ed1f72c72436", "match": [ { "candidates": [ { "similarity": 0.521413565358221, "face": { "face_id": "a48e7b58-7ed4-4855-9366-33cf3daeb921", "external_id": "yoKMeGNKLTzUiIHAlbHc", "attribute_id": "20d431bc-5781-45c4-bf72-16eaede8d29f", "create_time": "2008-09-19T15:37:25.801788", "lists": [ "1e76c5df-7c14-4b4e-978d-d5a68a7a0a28", "279bbe14-0bf9-434d-bb7c-24bea00c52dc", "a50b25fd-8640-4879-9003-f8c7b874001f" ], "avatar": "http://williams.com/", "event_id": "07622db7-39fe-49c5-9de4-3ddd1a486307", "user_data": "johnstonkatherine" } }, { "similarity": 0.928865141192266, "face": { "face_id": "8b9d0e1b-b2a5-4abe-a079-a73210137cb1", "external_id": "bqljypMFQSmoAwMSQNNJ", "attribute_id": "a1fe9a76-55db-42e8-ae47-506825b87ebc", "create_time": "1977-06-09T08:30:17.495529", "lists": [ "7bd5ba97-0bd7-4aa9-8405-7087d85528e8", "83842d7b-a23f-49bd-b1aa-5bc2959dba3d", "99a13987-bf90-411f-ad90-6696bfca2767" ], "avatar": "https://www.tran.net/", "event_id": "c0315ebd-c68d-4fe3-a73c-f62d13ecd35d", "user_data": "troy41" } }, { "similarity": 0.489100433082158, "face": { "face_id": "94b566a7-95c4-4f56-adf0-a2dac32d6792", "external_id": "EGQjBnVNLioahczAugDL", "attribute_id": "3715bd34-ac64-4217-ab41-06edcda68571", "create_time": "1988-02-17T08:09:33.870314", "lists": [ "95bf1efa-6cc4-4f86-83a6-35015e4cbb30", "a53459a2-a408-44c0-b2e1-893ec55270c3", "70c28051-67c3-4a65-8def-05aa9b061cf7" ], "avatar": "http://www.thompson-mitchell.com/", "event_id": "202202a8-5ae4-4e0d-9e54-318b62f677fd", "user_data": "moonpatricia" } } ], "list_info": { "list_id": "1d58c5d6-f0f7-46dd-9ad7-ef0184f14acb", "user_data": "395 Caleb Junctions" } }, { "candidates": [ { "similarity": 0.748718385875788, "face": { "face_id": "e4fe961c-bb37-4f8f-81d8-900011bcb4a0", "external_id": "aGSWzoOyWbTdHlMqNomo", "attribute_id": "07e44ec4-f7eb-44de-945f-39ec75ad635f", "create_time": "2020-12-30T08:58:25.601228", "lists": [ "5fa5fae2-a0c9-4524-a32c-4f68ca466f87", "104f9754-eaa5-4e8a-9414-fc8fd50fdc50", "c6f611fc-2aae-412e-990f-5bd5efe04cb5" ], "avatar": "http://werner-alvarado.com/", "event_id": "46530a7c-6194-4dc1-bb54-23f8d2d32b8d", "user_data": "michelle70" } }, { "similarity": 0.842601706233661, "face": { "face_id": "837072e0-95a2-48b1-abe1-4f25be417edf", "external_id": "UKdHiWMSrLaLNKUULIvQ", "attribute_id": "efee0504-6b66-42a4-9db1-bd15f00ef000", "create_time": "1999-04-09T01:03:43.341857", "lists": [ "7ddc6a63-5ceb-492a-a07a-84856bfaae0c", "53fca4b3-f078-4bdd-8fc6-ab1eb0638453", "5454f54f-eb3a-4f2e-9707-66c09650540b" ], "avatar": "https://www.brown-vance.com/", "event_id": "a5649941-d3d7-4d19-a79a-8ede4b5578fe", "user_data": "reginajordan" } }, { "similarity": 0.9172998149962, "face": { "face_id": "63fd2f5f-9950-4d16-aac7-a6697cd7e6bd", "external_id": "jcccxCUCmENfQjbhysOx", "attribute_id": "95a6e66c-b8f9-4b54-ba74-0eede2866498", "create_time": "2011-02-05T22:28:02.557846", "lists": [ "189e2a1a-d2b9-4d9f-8a3d-d760359a6889", "0c96bcd3-7273-46f7-8c41-d1f54b1a5eae", "11d5d064-6056-4bf8-a968-a150038df1cf" ], "avatar": "http://www.jackson.com/", "event_id": "0f1031d9-0197-4fa3-a355-66e7dbffa5cc", "user_data": "xrodriguez" } } ], "list_info": { "list_id": "49add110-3e0c-417b-9710-5ce2b8752a48", "user_data": "489 Stacey Courts Apt. 406" } }, { "candidates": [ { "similarity": 0.636544893882757, "face": { "face_id": "82f41c16-f98a-404a-99b1-dcfa0f522e0e", "external_id": "JaLDIuSjWdvBtlDbQeUl", "attribute_id": "6e0b5bc9-6345-412c-b182-9444f0be06de", "create_time": "2005-12-31T18:55:02.325739", "lists": [ "e529ac3d-90a9-41f5-bd28-b472235c653b", "426b107f-b1ef-47ab-a1b8-f4765c94a8b9", "6c08951d-f493-4a89-b418-9a59a5c547e0" ], "avatar": "https://snyder.com/", "event_id": "fddab340-9415-4666-9c8e-ed4955c1baee", "user_data": "greengina" } }, { "similarity": 0.91201973566982, "face": { "face_id": "4748d014-4f02-4f37-934f-2d678c73fccf", "external_id": "YycFmmzIlKPGVyBedKon", "attribute_id": "d75657d3-e80d-46df-84cc-2d42704c42af", "create_time": "1977-10-01T22:45:37.359428", "lists": [ "ee2caa01-6a94-4800-8670-fc9cb28488d3", "e4fc854f-ad1d-4be8-bf17-b80925aa7cd0", "2164a611-797b-4c80-ae27-161c38923e77" ], "avatar": "https://schwartz.net/", "event_id": "79541c06-d0ab-48a2-8d05-fd416f21df91", "user_data": "igreene" } }, { "similarity": 0.46795609780747, "face": { "face_id": "af82ca28-30c5-4585-8a63-453069c8e494", "external_id": "ztovmWvctzoNebUMansr", "attribute_id": "c3a08fa8-2097-4cb4-9188-6ad8b47c000f", "create_time": "1993-09-16T14:58:30.829952", "lists": [ "77ed15e1-118b-4e4d-9471-6e7a85e4b15f", "6c13629a-34e0-4c3a-b1af-871210ce2eb5", "eca575ff-6088-4b2d-9fd6-9d0779a7f5a2" ], "avatar": "http://www.bullock.com/", "event_id": "df849257-53d6-4c7d-a9e7-982e8e57e070", "user_data": "sarah13" } } ], "list_info": { "list_id": "8248bffa-993e-4ed7-acb8-5487af33e740", "user_data": "732 Brittany Estate Apt. 162" } } ], "url": "http://cobb.biz/", "face": { "face_id": "eb0ba0f5-a919-4fca-8d7b-30808409fef4", "external_id": "efFkGiwmLTnSnJlAuiVS", "attribute_id": "d746dc94-c7d2-4fc5-8330-75f6211635a3", "create_time": "2006-06-11T06:57:54.431493", "lists": [ "34a29b38-fdc2-421c-a8a5-2b1097c85889", "e0adac4b-2b93-4001-a73d-4a4df30c3d65", "1b0da8c7-953f-4878-9670-74cba62fc845" ], "avatar": "https://cabrera.biz/", "event_id": "2f72b120-25fd-4134-97f3-00d158f54ca0", "user_data": "anewton" }, "detections": [ { "filename": "ROJtWEgNZgOJUEfBOMQr", "sample": { "url": "http://williams.net/", "sample_id": "586131c6-8928-44ec-ba1c-a186cfe7239b", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.921924604194972, "dark": 0.311892767987332, "saturation": 0.29682334837162, "blurriness": 0.576450533198962 }, "rect": { "height": 2098, "width": 8885, "x": 8989, "y": 7004 }, "landmarks5": [ [ 4151, 5445 ], [ 5211, 4768 ], [ 737, 6374 ] ], "landmarks68": [ [ 9519, 8167 ], [ 592, 5585 ], [ 326, 3744 ] ] } } }, { "filename": "EWgiNpQvjgsRuGljamcW", "sample": { "url": "http://www.gibson.com/", "sample_id": "4f3a7650-c81c-486d-8f66-c0c474fb2512", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.249843937186081, "dark": 0.797674844413188, "saturation": 0.185584341751609, "blurriness": 0.3799043172902 }, "rect": { "height": 7667, "width": 9449, "x": 391, "y": 9291 }, "landmarks5": [ [ 9771, 7712 ], [ 8059, 3184 ], [ 5651, 8774 ] ], "landmarks68": [ [ 8531, 8341 ], [ 8193, 5223 ], [ 4352, 1396 ] ] } } }, { "filename": "zbnkzZSWfxgHYiToXZfE", "sample": { "url": "http://www.mcdaniel-crawford.com/", "sample_id": "1bfb24ff-4ca5-4e27-b0f8-daec018dca11", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.633957546644293, "dark": 0.114547843747195, "saturation": 0.33019450142355, "blurriness": 0.402333887164519 }, "rect": { "height": 5911, "width": 7375, "x": 6964, "y": 4944 }, "landmarks5": [ [ 2899, 9577 ], [ 3633, 435 ], [ 8043, 4096 ] ], "landmarks68": [ [ 9738, 2793 ], [ 3546, 3601 ], [ 6875, 671 ] ] } } } ] }, { "samples": [ "30100d9c-deab-49be-98ab-bc92897398cc", "b659b6c3-deb4-4a58-9aa7-a73ee77d1950", 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