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": 50, "gender": 1, "ethnicities": { "estimations": { "asian": 0.829653872094601, "indian": 0.758308244026781, "caucasian": 0.455865151995175, "african": 0.454986511334715 }, "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://www.bell.com/", "attribute_id": "84096bb8-84eb-4ecd-be55-62bb46ffdf09", "score": 0.961134774245246, "basic_attributes": { "age": 75, "gender": 0, "ethnicities": { "estimations": { "asian": 0.150259735039859, "indian": 0.887256262681659, "caucasian": 0.696184267078755, "african": 0.383787251594787 }, "predominant_ethnicity": "asian" } }, "samples": [ "0568f943-504e-4f44-82ff-e76bb26400e9", "1be2e779-2326-4e3e-8742-ab9fd74b0743", "14175d18-7a91-4c54-bff6-a33f836919b1" ] }
- 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": "7fb5a7d7-3c40-410b-bcf8-7edce1e5de6d", "external_id": "iLzSvClIwpcPpgsudJjN", "attribute_id": "cd661334-29f6-48d6-88b6-f6c2e3043595", "create_time": "1983-04-03T14:20:56.605397", "lists": [ "f411d415-0246-4bf9-8a4e-1beb298e110a", "ab46dc5d-1e63-4b16-aa52-bd5070b80728", "80de74ab-5296-462e-be58-02e3f94d14dc" ], "avatar": "https://allen.org/", "event_id": "3310588c-2fc0-41b7-9bb6-327d0846ed0c", "user_data": "smithamy" }
- 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": "b4ba074e-5ad4-4524-b8aa-dec8faf0a8c3", "user_data": "60370 Timothy Drive Apt. 898" }
- event_match_result_by_face¶
-
JSON Example
{ "similarity": 0.486203374859968, "face": { "face_id": "8a8a0e4e-2d0c-4141-a1d7-6c229dc35cb5", "external_id": "tWVONeDzaOyKhaJbUZAx", "attribute_id": "af057f68-7228-48c6-989a-2f6d87dbff39", "create_time": "2023-09-17T15:57:11.923281", "lists": [ "2a0266cf-c917-4231-87c2-e9f01afa5436", "26c52e02-660e-4e74-8764-816053c4c0c5", "52a0f450-9d8c-4d21-9bd4-1e39be96633e" ], "avatar": "https://daniels.com/", "event_id": "a76fbfcb-6f71-4d74-a3f3-4ac79f902e00", "user_data": "marquezkaren" } }
- 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": 0.524538627880621, "face": { "face_id": "ea1053a2-c582-4407-8583-959001cbbfa9", "external_id": "spsLIautwAdxKLCZXUhR", "attribute_id": "78ab0cb0-2a7f-4e2a-addc-e372f12c405d", "create_time": "2023-12-04T22:23:33.977638", "lists": [ "a86578a5-37b1-48c9-b1f9-93adda60aca6", "ce084bc3-e039-4cc6-b1d5-60e446359dc4", "1845cfb7-77c3-4487-82f8-f0ed91347643" ], "avatar": "https://www.brown-ashley.com/", "event_id": "f3b4a536-63c0-4536-a211-1f9b6b63a5bb", "user_data": "umelton" } }, { "similarity": 0.973938028036463, "face": { "face_id": "74dfb77f-2a50-4160-879b-685bf8ba291d", "external_id": "sbNVGftixPlOcbblcZxO", "attribute_id": "20ee7411-f676-4bce-8495-3f8fca647c08", "create_time": "2018-03-29T03:21:48.652769", "lists": [ "2504399c-18e4-40c1-8f95-2e4b16173d43", "3d1e9063-d20e-4f95-b857-3eb4fb1c5fcf", "0d651f4c-decb-48a4-8a2f-8994217f8f48" ], "avatar": "https://rodriguez.biz/", "event_id": "fe9f1aec-5407-4b4e-90fb-c5fe5e8ebaa2", "user_data": "barajasdouglas" } }, { "similarity": 0.906225572668593, "face": { "face_id": "ad52c385-4a2c-48e4-a0b2-5d5122468b1b", "external_id": "gEErUJeHnsNbgOmNbGqT", "attribute_id": "78cd07d6-6c23-4755-9c4c-2b90b8e86c86", "create_time": "1993-06-17T19:18:54.004927", "lists": [ "2b970744-32fa-4ab0-8035-d6377e781dea", "6b63406f-8d1a-4072-81b1-21279acf2f05", "a72dcdad-d27e-430a-a30a-0f908c87feeb" ], "avatar": "https://www.lee.biz/", "event_id": "3dcd36ee-e538-48f2-844a-c323b622491f", "user_data": "varmstrong" } } ], "list_info": { "list_id": "3edd23a2-834a-4ee9-9a57-beae207cffab", "user_data": "5469 Tyler Parkway Suite 638" } }
- 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": "2e9f5763-a81d-4fb4-8b57-a52385875a19", "Luna-Request-Id": "SvasJQEKrLWGDIPLqpJF", "events": [ { "samples": [ "635f7d00-dad0-4cbd-9fd9-860f0a6f31a5", "dc8d617c-5d75-4152-a613-b9361f7f300d", "3b2e1e94-b85c-4f2d-aa6e-ed580bb2dca4" ], "attributes": { "url": "http://www.mullins.com/", "attribute_id": "9b43ed3a-689d-4db9-9a24-0b4246898316", "score": 0.17231500460364, "basic_attributes": { "age": 100, "gender": 0, "ethnicities": { "estimations": { "asian": 0.51332227066452, "indian": 0.206290327450304, "caucasian": 0.188828755034374, "african": 0.707716814749162 }, "predominant_ethnicity": "african" } }, "samples": [ "978cda26-1d4f-4f3f-a2a3-050745c1d3a2", "f6bc65e7-315e-4bb0-a066-2c2d5b1c8825", "5fc15ffb-4224-4e70-bdc7-3c9dcc65439d" ] }, "source": "42345 Johnson Shore", "tags": [ "GoddUyLmsAUWVUSwFGae", "vxDrowbMSCPnxStrDvRM", "QzImtyiyhsGmrjXECXth" ], "event_id": "a208fe98-4b22-495b-8af1-b81f0da51087", "match": [ { "candidates": [ { "similarity": 0.733218598533608, "face": { "face_id": "17e1e5cc-4969-4127-9510-c90f3857a684", "external_id": "UofRMRzIKYZmCFNURusC", "attribute_id": "5481fc1a-3bb8-44d3-a2fc-1ad32d03ca55", "create_time": "1987-10-10T01:01:46.672996", "lists": [ "2415fa3d-b97b-4b45-b5ad-35b6612438fa", "dd65aff9-bdf0-4100-b50f-51ab4a1f49bf", "3d55214d-5d9d-43ed-9d80-4028fe770bf6" ], "avatar": "http://www.smith-jackson.info/", "event_id": "e901fa03-c089-4a49-8150-e8d6b2389cc3", "user_data": "kevinobrien" } }, { "similarity": 0.67871068571395, "face": { "face_id": "6a6e1c2e-cb9a-4978-bb87-5bf4b15f8d73", "external_id": "xnjizzZxyZkRnTTwXnUv", "attribute_id": "bc1c036c-0da6-4167-8924-2b39f57f4df0", "create_time": "2022-06-07T20:00:14.588103", "lists": [ "60ba723d-1209-4245-9d01-64153829bd5d", "bb5cc197-e5a7-4734-886a-ce2b8c9c6a60", "12b75fa9-0e2f-4fc8-923b-7346196f04b6" ], "avatar": "http://www.nguyen-johnson.net/", "event_id": "b7078ebe-fb4e-4c64-938e-aedefcd685d3", "user_data": "iwhite" } }, { "similarity": 0.431441092475318, "face": { "face_id": "aa335f46-b490-410f-af9d-9c9e1fdd2421", "external_id": "hOfTZUpEwepHNLLkeASp", "attribute_id": "af3441d5-b733-43d6-80c0-dfa02edb104b", "create_time": "2022-03-05T09:41:42.317709", "lists": [ "089974e9-9377-4c03-ae36-b779040822f0", "658ea220-eb2b-4a2f-b186-255be24a5ef7", "484cc4b2-edae-4fff-a820-49960f53884d" ], "avatar": "https://www.brennan.org/", "event_id": "3388b116-27ed-42dd-b6b4-b66a33087b61", "user_data": "eballard" } } ], "list_info": { "list_id": "25f8e582-aa55-41c0-bd61-fbb463bb01ae", "user_data": "5555 Porter Walks" } }, { "candidates": [ { "similarity": 0.9274401980555, "face": { "face_id": "d104adbb-3fd9-4f26-a230-6ca6df282cf0", "external_id": "oQSJHvpTWfgqIlXlyuhd", "attribute_id": "faeaedd2-1c1a-45cd-bce4-c1f8a4b0ed7f", "create_time": "2001-07-24T05:24:09.990664", "lists": [ "8145057c-a6a6-4756-94e2-70918a943cbe", "267f2994-b0b4-46fc-9b3d-0e51bb2eeded", "84bb33f5-7f24-497a-9dbd-835ba9526df6" ], "avatar": "https://moreno.biz/", "event_id": "e0071b25-72b6-4c82-86f2-88d3856c9d96", "user_data": "mwhite" } }, { "similarity": 0.644656532769602, "face": { "face_id": "4cb3e63d-5b90-4626-9887-29624719bfb8", "external_id": "IltTHwaZDQoUddipFuXG", "attribute_id": "ad160959-92e5-4346-8678-59263892bbf8", "create_time": "2021-12-04T15:07:43.054305", "lists": [ "4374de74-890a-4b4d-a97e-0c13609fb774", "2071f908-db6a-46f1-8a62-118fb268080e", "7542cf25-c8d5-46af-962a-3badc10e8704" ], "avatar": "https://www.hodges-cook.info/", "event_id": "9c5a6bf4-c06c-483a-b924-635a323c54aa", "user_data": "jsmith" } }, { "similarity": 0.321177611912092, "face": { "face_id": "b74411a7-2257-4ae1-9190-5d7a1bdcf381", "external_id": "FHcPyBlIdvIUuWjPlBrx", "attribute_id": "f2ea18f7-b14f-40ba-9117-0ebab36d39db", "create_time": "2021-08-25T02:53:05.169308", "lists": [ "28b53f25-d9f9-4696-8a8b-fa1dca042557", "82fb57bf-3812-4510-9ed9-04ee03aa8ef9", "b821003c-221e-4ad4-840f-2f140e70df23" ], "avatar": "http://montoya-franklin.net/", "event_id": "6842e598-50ad-4dde-bc48-6005613bd651", "user_data": "dsalazar" } } ], "list_info": { "list_id": "4561ddab-9946-421b-b5c0-ca34bc6477d8", "user_data": "083 Hill Lodge" } }, { "candidates": [ { "similarity": 0.821180125766624, "face": { "face_id": "ad37b3fc-8f6f-4ae0-9f49-9ad68acdf1a5", "external_id": "nUXAowjUTKzoBHlbEhpj", "attribute_id": "5b40f723-d8cb-4458-9f6d-3ad4c30f42d0", "create_time": "2003-01-29T12:39:22.032941", "lists": [ "c873e20a-10fa-437f-b73b-9d205e3f429c", "d3d8bdbb-2250-4dd3-9d20-f68b866fbbc4", "689cc0cd-f7b2-43c0-98b0-7144b028aa7b" ], "avatar": "https://www.thomas.biz/", "event_id": "75424f77-8fb9-4091-8e8e-14c450b1f33a", "user_data": "noah60" } }, { "similarity": 0.588249311945377, "face": { "face_id": "23229285-3179-4929-a191-131075fa9479", "external_id": "yldlkZgjhZILgBpudZvp", "attribute_id": "8a12d05d-f479-4596-ade7-001a6ba5ed6d", "create_time": "2004-10-30T20:58:42.703578", "lists": [ "a269e005-8445-4a14-82e5-74f1a6cb7aa7", "cb38b065-db74-4b13-9671-3839d2801ce3", "75024408-0bfd-4fe9-9cb6-52203eda9b36" ], "avatar": "http://collins.org/", "event_id": "eb987d98-a195-4c46-879e-e7366a3370b4", "user_data": "thomasdiana" } }, { "similarity": 0.715903542246771, "face": { "face_id": "58f166fc-6c36-4aef-827a-9ad6d302c67d", "external_id": "IHkAYlxrgdBRSPGQmNTo", "attribute_id": "11d32285-b82c-4ad6-9b6b-9e527dddfb5f", "create_time": "2023-08-24T18:34:58.572309", "lists": [ "fff8bc5f-e9ec-4301-9ed4-c436f261a86b", "1b00a4c6-7e48-434d-abae-3446a1383bf3", "3623ce6f-82e5-4400-8e01-53a9058f1dae" ], "avatar": "https://padilla.info/", "event_id": "ddbf4c6f-9e28-4959-9bf8-3b4a088f97f6", "user_data": "rpatterson" } } ], "list_info": { "list_id": "5dbd49fb-65b2-4e51-afea-a99b5845ccc0", "user_data": "5184 Laura Cape" } } ], "url": "https://garrett.biz/", "face": { "face_id": "636fca60-951e-4b05-8085-93c71e3058bb", "external_id": "iiGTiJjuubhGcWGFAVNy", "attribute_id": "5f3b30f6-61f5-47ae-b67f-81baedf8ac85", "create_time": "1986-03-15T18:31:07.529102", "lists": [ "9036890d-9bf4-492f-abe7-25571d41b414", "1a3992ae-df26-4acd-a4cc-783b7af7c4c2", "fea61ec0-1689-4db4-bf2b-ee9e86ed3075" ], "avatar": "http://www.duffy.info/", "event_id": "59b4076e-edba-420c-af92-f8ff377a85c6", "user_data": "coopermelissa" }, "detections": [ { "filename": "TUtrwXcvYRSyZbzNfBgA", "sample": { "url": "https://www.gordon.com/", "sample_id": "e1578b04-4365-475e-bb31-cbde1953e32c", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.574102337288241, "dark": 0.74666934681196, "saturation": 0.979682283413029, "blurriness": 0.324686003631096 }, "rect": { "height": 1310, "width": 8400, "x": 7203, "y": 9727 }, "landmarks5": [ [ 8350, 7464 ], [ 4415, 4164 ], [ 9457, 4772 ] ], "landmarks68": [ [ 5636, 4534 ], [ 9325, 6388 ], [ 5412, 3603 ] ] } } }, { "filename": "vuYGIsNxniXmRIQxlaWV", "sample": { "url": "https://patrick-cain.com/", "sample_id": "7b8e12c4-4b49-40ad-9307-04fc0b348d19", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.969286227634144, "dark": 0.761707817091746, "saturation": 0.698108149912791, "blurriness": 0.187004938536941 }, "rect": { "height": 1102, "width": 604, "x": 9205, "y": 5716 }, "landmarks5": [ [ 2175, 425 ], [ 2010, 3082 ], [ 2138, 5542 ] ], "landmarks68": [ [ 7641, 130 ], [ 5538, 5066 ], [ 5242, 5271 ] ] } } }, { "filename": "bReHkqnGVFhJERIHItJg", "sample": { "url": "http://www.greer.net/", "sample_id": "00fe7731-8c68-4e95-b221-a076f3389bf8", "detection": { "attributes": "{face_attributes object}", "quality": { "light": 0.240968910919425, "dark": 0.730615525870381, "saturation": 0.309433461124554, "blurriness": 0.860750224365258 }, "rect": { "height": 282, "width": 7313, "x": 189, "y": 9458 }, "landmarks5": [ [ 8204, 1960 ], [ 7545, 149 ], [ 2425, 7418 ] ], "landmarks68": [ [ 3850, 7624 ], [ 953, 2553 ], [ 6851, 8620 ] ] } } } ] }, { "samples": [ "5b0126c6-5a4f-4a21-92ed-1896bb2ff930", "73215a19-96bb-4515-8aa2-a792f3ef24cd", 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