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{
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"@context": {
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"@language": "en",
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"@vocab": "https://schema.org/",
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"citeAs": "cr:citeAs",
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"column": "cr:column",
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"conformsTo": "dct:conformsTo",
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"cr": "http://mlcommons.org/croissant/",
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"rai": "http://mlcommons.org/croissant/RAI/",
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"data": {
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},
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"examples": {
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"@id": "cr:examples",
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"@type": "@json"
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},
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"extract": "cr:extract",
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"field": "cr:field",
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"fileProperty": "cr:fileProperty",
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"fileObject": "cr:fileObject",
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"fileSet": "cr:fileSet",
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"format": "cr:format",
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"includes": "cr:includes",
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"isLiveDataset": "cr:isLiveDataset",
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"jsonPath": "cr:jsonPath",
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"key": "cr:key",
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"md5": "cr:md5",
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"parentField": "cr:parentField",
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"path": "cr:path",
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"recordSet": "cr:recordSet",
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"references": "cr:references",
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"regex": "cr:regex",
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"repeated": "cr:repeated",
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"replace": "cr:replace",
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"sc": "https://schema.org/",
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"separator": "cr:separator",
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"source": "cr:source",
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"subField": "cr:subField",
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"transform": "cr:transform",
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"wd": "https://www.wikidata.org/wiki/"
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},
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"@type": "sc:Dataset",
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|
"name": "Wi6CSI",
|
|
"description": "Wi6CSI is a comprehensive Wi-Fi sensing dataset collected in the 6GHz band. The dataset offers a high-resolution input of 8100 subcarriers per time frame across three diverse sensing scenario sets: single-user activity recognition, multi-user interaction, and people counting. The dataset spans multiple participants, locations, and activity types, providing diverse and realistic sensing conditions.",
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"conformsTo": "http://mlcommons.org/croissant/1.0",
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"citeAs": "@misc{kent-ridge-ai-2025,\n\tauthor = {Kent Ridge AI and Quah, Samuel and Chia, Lih-Wei and Motani, Mehul},\n\tmonth = {5},\n\ttitle = {{Wi6CSI: A Human Activity Recognition Dataset for Next-Generation WiFi Sensing in the 6 GHz Band}},\n\tyear = {2025},\n\tdoi = {10.57967/hf/5520},\n\turl = {https://huggingface.co/datasets/kentridgeai/Wi6CSI},\n}",
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"license": "cc-by-sa-4.0",
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"url": "https://huggingface.co/datasets/kentridgeai/Wi6CSI",
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"distribution": [
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{
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"@type": "cr:FileSet",
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"@id": "single_user_activity_recognition-csi-fs",
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"name": "single_user_activity_recognition-csi-fs",
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"encodingFormat": "application/octet-stream",
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"includes": "single_user_activity_recognition/**/*.csi"
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{
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"@type": "cr:FileSet",
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"@id": "single_user_activity_recognition-mat-fs",
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"includes": "single_user_activity_recognition/**/*.mat"
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{
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"includes": "single_user_activity_recognition/**/*.mp4"
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{
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"@type": "cr:FileSet",
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"name": "multi_user_activity_recognition-csi-fs",
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"includes": "multi_user_activity_recognition/data/*.csi"
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{
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"@type": "cr:FileSet",
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"includes": "multi_user_activity_recognition/data/*.mat"
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{
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"@type": "cr:FileSet",
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"@id": "multi_user_activity_recognition-pose3d-fs",
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{
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"@id": "people_counting-csi-fs",
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"name": "people_counting-csi-fs",
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"encodingFormat": "application/octet-stream",
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"includes": "people_counting/data/*.csi"
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{
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"@type": "cr:FileSet",
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"name": "people_counting-mat-fs",
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"includes": "people_counting/data/*.mat"
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{
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"@type": "cr:FileSet",
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"@id": "people_counting-pose3d-fs",
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"name": "people_counting-pose3d-fs",
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"encodingFormat": "video/mp4",
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"includes": "people_counting/data/*.mp4"
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},
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{
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"@type": "cr:FileSet",
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"@id": "sample-csi-fs",
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"name": "sample-csi-fs",
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"encodingFormat": "application/octet-stream",
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"includes": "sample/single_user_activity_recognition/data/*.csi"
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{
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"encodingFormat": "video/mp4",
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"includes": "sample/single_user_activity_recognition/data/*.mp4"
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}
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],
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{
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"@type": "cr:RecordSet",
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"@id": "single_user_activity_recognition-csi",
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"name": "single_user_activity_recognition-csi",
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|
"description": "Raw CSI data for single-user activity recognition.",
|
|
"field": [
|
|
{
|
|
"@type": "cr:Field",
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|
"@id": "single_user_activity_recognition-csi/activity",
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|
"name": "single_user_activity_recognition-csi/activity",
|
|
"description": "Activity ID of captured data",
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"dataType": "sc:Integer",
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"source": {
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"fileSet": {
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"@id": "single_user_activity_recognition-csi-fs"
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},
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"extract": {
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"fileProperty": "filename"
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},
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"transform": {
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"regex": "^A(\\d+)_P\\d+_L\\d+_T\\d+.csi$"
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}
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}
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},
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{
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"@type": "cr:Field",
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"@id": "single_user_activity_recognition-csi/participant",
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"name": "single_user_activity_recognition-csi/participant",
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|
"description": "Participant ID data was captured with",
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|
"dataType": "sc:Integer",
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|
"source": {
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|
"fileSet": {
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|
"@id": "single_user_activity_recognition-csi-fs"
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},
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"extract": {
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"fileProperty": "filename"
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|
},
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"transform": {
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"regex": "^A\\d+_P(\\d+)_L\\d+_T\\d+.csi$"
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|
}
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|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "single_user_activity_recognition-csi/location",
|
|
"name": "single_user_activity_recognition-csi/location",
|
|
"description": "Location ID data was captured at",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "single_user_activity_recognition-csi-fs"
|
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},
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"extract": {
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"fileProperty": "filename"
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},
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"transform": {
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"regex": "^A\\d+_P\\d+_L(\\d+)_T\\d+.csi$"
|
|
}
|
|
}
|
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},
|
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{
|
|
"@type": "cr:Field",
|
|
"@id": "single_user_activity_recognition-csi/trial",
|
|
"name": "single_user_activity_recognition-csi/trial",
|
|
"description": "Trial number of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "single_user_activity_recognition-csi-fs"
|
|
},
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"extract": {
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|
"fileProperty": "filename"
|
|
},
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|
"transform": {
|
|
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|
|
}
|
|
}
|
|
},
|
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{
|
|
"@type": "cr:Field",
|
|
"@id": "single_user_activity_recognition-csi/data",
|
|
"name": "single_user_activity_recognition-csi/data",
|
|
"description": "The raw CSI data",
|
|
"dataType": "sc:ImageObject",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "single_user_activity_recognition-csi-fs"
|
|
},
|
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"extract": {
|
|
"fileProperty": "content"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"@type": "cr:RecordSet",
|
|
"@id": "single_user_activity_recognition-mat",
|
|
"name": "single_user_activity_recognition-mat",
|
|
"description": "Pre-processed CSI data for single-user activity recognition.",
|
|
"field": [
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "single_user_activity_recognition-mat/activity",
|
|
"name": "single_user_activity_recognition-mat/activity",
|
|
"description": "Activity ID of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "single_user_activity_recognition-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A(\\d+)_P\\d+_L\\d+_T\\d+.mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "single_user_activity_recognition-mat/participant",
|
|
"name": "single_user_activity_recognition-mat/participant",
|
|
"description": "Participant ID data was captured with",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "single_user_activity_recognition-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
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|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "single_user_activity_recognition-mat/location",
|
|
"name": "single_user_activity_recognition-mat/location",
|
|
"description": "Location ID data was captured at",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "single_user_activity_recognition-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A\\d+_P\\d+_L(\\d+)_T\\d+.mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "single_user_activity_recognition-mat/trial",
|
|
"name": "single_user_activity_recognition-mat/trial",
|
|
"description": "Trial number of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "single_user_activity_recognition-mat-fs"
|
|
},
|
|
"extract": {
|
|
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|
|
},
|
|
"transform": {
|
|
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|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "single_user_activity_recognition-mat/data",
|
|
"name": "single_user_activity_recognition-mat/data",
|
|
"description": "The pre-processed CSI data in Matlab Matrix file format",
|
|
"dataType": "sc:ImageObject",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "single_user_activity_recognition-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "content"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"@type": "cr:RecordSet",
|
|
"@id": "single_user_activity_recognition-pose3d",
|
|
"name": "single_user_activity_recognition-pose3d",
|
|
"description": "Pose3D video for single-user activity recognition.",
|
|
"field": [
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "single_user_activity_recognition-pose3d/activity",
|
|
"name": "single_user_activity_recognition-pose3d/activity",
|
|
"description": "Activity ID of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "single_user_activity_recognition-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A(\\d+)_P\\d+_L\\d+_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "single_user_activity_recognition-pose3d/participant",
|
|
"name": "single_user_activity_recognition-pose3d/participant",
|
|
"description": "Participant ID data was captured with",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "single_user_activity_recognition-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A\\d+_P(\\d+)_L\\d+_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "single_user_activity_recognition-pose3d/location",
|
|
"name": "single_user_activity_recognition-pose3d/location",
|
|
"description": "Location ID data was captured at",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "single_user_activity_recognition-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A\\d+_P\\d+_L(\\d+)_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "single_user_activity_recognition-pose3d/trial",
|
|
"name": "single_user_activity_recognition-pose3d/trial",
|
|
"description": "Trial number of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "single_user_activity_recognition-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A\\d+_P\\d+_L\\d+_T(\\d+).mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "single_user_activity_recognition-pose3d/data",
|
|
"name": "single_user_activity_recognition-pose3d/data",
|
|
"description": "The pose3D video",
|
|
"dataType": "sc:ImageObject",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "single_user_activity_recognition-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "content"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"@type": "cr:RecordSet",
|
|
"@id": "multi_user_activity_recognition-csi",
|
|
"name": "multi_user_activity_recognition-csi",
|
|
"description": "Raw CSI data for multi-user interaction.",
|
|
"field": [
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-csi/scenario",
|
|
"name": "multi_user_activity_recognition-csi/scenario",
|
|
"description": "Scenario ID of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S(\\d+)_A\\d+_A\\d+_A\\d+_L\\d+_T\\d+.csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-csi/activity_p1",
|
|
"name": "multi_user_activity_recognition-csi/activity_p1",
|
|
"description": "Activity ID performed by participant P1 in captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A(\\d+)_A\\d+_A\\d+_L\\d+_T\\d+.csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-csi/activity_p2",
|
|
"name": "multi_user_activity_recognition-csi/activity_p2",
|
|
"description": "Activity ID performed by participant P2 in captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A\\d+_A(\\d+)_A\\d+_L\\d+_T\\d+.csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-csi/activity_p3",
|
|
"name": "multi_user_activity_recognition-csi/activity_p3",
|
|
"description": "Activity ID performed by participant P3 in captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A\\d+_A\\d+_A(\\d+)_L\\d+_T\\d+.csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-csi/location",
|
|
"name": "multi_user_activity_recognition-csi/location",
|
|
"description": "Location ID data was captured at",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A\\d+_A\\d+_A\\d+_L(\\d+)_T\\d+.csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-csi/trial",
|
|
"name": "multi_user_activity_recognition-csi/trial",
|
|
"description": "Trial number of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A\\d+_A\\d+_A\\d+_L\\d+_T(\\d+).csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-csi/data",
|
|
"name": "multi_user_activity_recognition-csi/data",
|
|
"description": "The raw CSI data",
|
|
"dataType": "sc:ImageObject",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "content"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"@type": "cr:RecordSet",
|
|
"@id": "multi_user_activity_recognition-mat",
|
|
"name": "multi_user_activity_recognition-mat",
|
|
"description": "Pre-processed CSI data for multi-user interaction.",
|
|
"field": [
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-mat/scenario",
|
|
"name": "multi_user_activity_recognition-mat/scenario",
|
|
"description": "Scenario ID of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S(\\d+)_A\\d+_A\\d+_A\\d+_L\\d+_T\\d+.mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-mat/activity_p1",
|
|
"name": "multi_user_activity_recognition-mat/activity_p1",
|
|
"description": "Activity ID performed by participant P1 in captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A(\\d+)_A\\d+_A\\d+_L\\d+_T\\d+.mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-mat/activity_p2",
|
|
"name": "multi_user_activity_recognition-mat/activity_p2",
|
|
"description": "Activity ID performed by participant P2 in captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A\\d+_A(\\d+)_A\\d+_L\\d+_T\\d+.mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-mat/activity_p3",
|
|
"name": "multi_user_activity_recognition-mat/activity_p3",
|
|
"description": "Activity ID performed by participant P3 in captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A\\d+_A\\d+_A(\\d+)_L\\d+_T\\d+.mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-mat/location",
|
|
"name": "multi_user_activity_recognition-mat/location",
|
|
"description": "Location ID data was captured at",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A\\d+_A\\d+_A\\d+_L(\\d+)_T\\d+.mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-mat/trial",
|
|
"name": "multi_user_activity_recognition-mat/trial",
|
|
"description": "Trial number of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A\\d+_A\\d+_A\\d+_L\\d+_T(\\d+).mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-mat/data",
|
|
"name": "multi_user_activity_recognition-mat/data",
|
|
"description": "The pre-processed CSI data in Matlab Matrix file format",
|
|
"dataType": "sc:ImageObject",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "content"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"@type": "cr:RecordSet",
|
|
"@id": "multi_user_activity_recognition-pose3d",
|
|
"name": "multi_user_activity_recognition-pose3d",
|
|
"description": "Pose3D video for multi-user interaction.",
|
|
"field": [
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-pose3d/scenario",
|
|
"name": "multi_user_activity_recognition-pose3d/scenario",
|
|
"description": "Scenario ID of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S(\\d+)_A\\d+_A\\d+_A\\d+_L\\d+_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-pose3d/activity_p1",
|
|
"name": "multi_user_activity_recognition-pose3d/activity_p1",
|
|
"description": "Activity ID performed by participant P1 in captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A(\\d+)_A\\d+_A\\d+_L\\d+_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-pose3d/activity_p2",
|
|
"name": "multi_user_activity_recognition-pose3d/activity_p2",
|
|
"description": "Activity ID performed by participant P2 in captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A\\d+_A(\\d+)_A\\d+_L\\d+_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-pose3d/activity_p3",
|
|
"name": "multi_user_activity_recognition-pose3d/activity_p3",
|
|
"description": "Activity ID performed by participant P3 in captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A\\d+_A\\d+_A(\\d+)_L\\d+_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-pose3d/location",
|
|
"name": "multi_user_activity_recognition-pose3d/location",
|
|
"description": "Location ID data was captured at",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A\\d+_A\\d+_A\\d+_L(\\d+)_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-pose3d/trial",
|
|
"name": "multi_user_activity_recognition-pose3d/trial",
|
|
"description": "Trial number of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_A\\d+_A\\d+_A\\d+_L\\d+_T(\\d+).mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "multi_user_activity_recognition-pose3d/data",
|
|
"name": "multi_user_activity_recognition-pose3d/data",
|
|
"description": "The pose3D video",
|
|
"dataType": "sc:ImageObject",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "multi_user_activity_recognition-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "content"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"@type": "cr:RecordSet",
|
|
"@id": "people_counting-csi",
|
|
"name": "people_counting-csi",
|
|
"description": "Raw CSI data for people counting.",
|
|
"field": [
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-csi/scenario",
|
|
"name": "people_counting-csi/scenario",
|
|
"description": "Scenario ID of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S(\\d+)_N\\d+_L\\d+_T\\d+.csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-csi/number_of_participants",
|
|
"name": "people_counting-csi/number_of_participants",
|
|
"description": "Number of participants in captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_N(\\d+)_L\\d+_T\\d+.csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-csi/location",
|
|
"name": "people_counting-csi/location",
|
|
"description": "Location ID data was captured at",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_N\\d+_L(\\d+)_T\\d+.csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-csi/trial",
|
|
"name": "people_counting-csi/trial",
|
|
"description": "Trial number of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_N\\d+_L\\d+_T(\\d+).csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-csi/data",
|
|
"name": "people_counting-csi/data",
|
|
"description": "The raw CSI data",
|
|
"dataType": "sc:ImageObject",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "content"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"@type": "cr:RecordSet",
|
|
"@id": "people_counting-mat",
|
|
"name": "people_counting-mat",
|
|
"description": "Pre-processed CSI data for people counting.",
|
|
"field": [
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-mat/scenario",
|
|
"name": "people_counting-mat/scenario",
|
|
"description": "Scenario ID of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S(\\d+)_N\\d+_L\\d+_T\\d+.mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-mat/number_of_participants",
|
|
"name": "people_counting-mat/number_of_participants",
|
|
"description": "Number of participants in captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_N(\\d+)_L\\d+_T\\d+.mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-mat/location",
|
|
"name": "people_counting-mat/location",
|
|
"description": "Location ID data was captured at",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_N\\d+_L(\\d+)_T\\d+.mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-mat/trial",
|
|
"name": "people_counting-mat/trial",
|
|
"description": "Trial number of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_N\\d+_L\\d+_T(\\d+).mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-mat/data",
|
|
"name": "people_counting-mat/data",
|
|
"description": "The pre-processed CSI data in Matlab Matrix file format",
|
|
"dataType": "sc:ImageObject",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "content"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"@type": "cr:RecordSet",
|
|
"@id": "people_counting-pose3d",
|
|
"name": "people_counting-pose3d",
|
|
"description": "Pose3D video for people counting.",
|
|
"field": [
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-pose3d/scenario",
|
|
"name": "people_counting-pose3d/scenario",
|
|
"description": "Scenario ID of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S(\\d+)_N\\d+_L\\d+_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-pose3d/number_of_participants",
|
|
"name": "people_counting-pose3d/number_of_participants",
|
|
"description": "Number of participants in captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_N(\\d+)_L\\d+_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-pose3d/location",
|
|
"name": "people_counting-pose3d/location",
|
|
"description": "Location ID data was captured at",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_N\\d+_L(\\d+)_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-pose3d/trial",
|
|
"name": "people_counting-pose3d/trial",
|
|
"description": "Trial number of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^S\\d+_N\\d+_L\\d+_T(\\d+).mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "people_counting-pose3d/data",
|
|
"name": "people_counting-pose3d/data",
|
|
"description": "The pose3D video",
|
|
"dataType": "sc:ImageObject",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "people_counting-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "content"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"@type": "cr:RecordSet",
|
|
"@id": "sample-csi",
|
|
"name": "sample-csi",
|
|
"description": "Sample Raw CSI data extracted from single-user activity recognition.",
|
|
"field": [
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-csi/activity",
|
|
"name": "sample-csi/activity",
|
|
"description": "Activity ID of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A(\\d+)_P\\d+_L\\d+_T\\d+.csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-csi/participant",
|
|
"name": "sample-csi/participant",
|
|
"description": "Participant ID data was captured with",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A\\d+_P(\\d+)_L\\d+_T\\d+.csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-csi/location",
|
|
"name": "sample-csi/location",
|
|
"description": "Location ID data was captured at",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A\\d+_P\\d+_L(\\d+)_T\\d+.csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-csi/trial",
|
|
"name": "sample-csi/trial",
|
|
"description": "Trial number of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A\\d+_P\\d+_L\\d+_T(\\d+).csi$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-csi/data",
|
|
"name": "sample-csi/data",
|
|
"description": "The raw CSI data",
|
|
"dataType": "sc:ImageObject",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-csi-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "content"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"@type": "cr:RecordSet",
|
|
"@id": "sample-mat",
|
|
"name": "sample-mat",
|
|
"description": "Sample pre-processed CSI data extracted from single-user activity recognition.",
|
|
"field": [
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-mat/activity",
|
|
"name": "sample-mat/activity",
|
|
"description": "Activity ID of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A(\\d+)_P\\d+_L\\d+_T\\d+.mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-mat/participant",
|
|
"name": "sample-mat/participant",
|
|
"description": "Participant ID data was captured with",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A\\d+_P(\\d+)_L\\d+_T\\d+.mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-mat/location",
|
|
"name": "sample-mat/location",
|
|
"description": "Location ID data was captured at",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A\\d+_P\\d+_L(\\d+)_T\\d+.mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-mat/trial",
|
|
"name": "sample-mat/trial",
|
|
"description": "Trial number of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A\\d+_P\\d+_L\\d+_T(\\d+).mat$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-mat/data",
|
|
"name": "sample-mat/data",
|
|
"description": "The pre-processed CSI data in Matlab Matrix file format",
|
|
"dataType": "sc:ImageObject",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-mat-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "content"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"@type": "cr:RecordSet",
|
|
"@id": "sample-pose3d",
|
|
"name": "sample-pose3d",
|
|
"description": "Sample pose3D video extracted from single-user activity recognition.",
|
|
"field": [
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-pose3d/activity",
|
|
"name": "sample-pose3d/activity",
|
|
"description": "Activity ID of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A(\\d+)_P\\d+_L\\d+_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-pose3d/participant",
|
|
"name": "sample-pose3d/participant",
|
|
"description": "Participant ID data was captured with",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A\\d+_P(\\d+)_L\\d+_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-pose3d/location",
|
|
"name": "sample-pose3d/location",
|
|
"description": "Location ID data was captured at",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A\\d+_P\\d+_L(\\d+)_T\\d+.mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-pose3d/trial",
|
|
"name": "sample-pose3d/trial",
|
|
"description": "Trial number of captured data",
|
|
"dataType": "sc:Integer",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "filename"
|
|
},
|
|
"transform": {
|
|
"regex": "^A\\d+_P\\d+_L\\d+_T(\\d+).mp4$"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"@type": "cr:Field",
|
|
"@id": "sample-pose3d/data",
|
|
"name": "sample-pose3d/data",
|
|
"description": "The pose3D video",
|
|
"dataType": "sc:ImageObject",
|
|
"source": {
|
|
"fileSet": {
|
|
"@id": "sample-pose3d-fs"
|
|
},
|
|
"extract": {
|
|
"fileProperty": "content"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
}
|
|
]
|
|
} |