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{
"@context": {
"@language": "en",
"@vocab": "https://schema.org/",
"citeAs": "cr:citeAs",
"column": "cr:column",
"conformsTo": "dct:conformsTo",
"cr": "http://mlcommons.org/croissant/",
"rai": "http://mlcommons.org/croissant/RAI/",
"data": {
"@id": "cr:data",
"@type": "@json"
},
"dataType": {
"@id": "cr:dataType",
"@type": "@vocab"
},
"dct": "http://purl.org/dc/terms/",
"examples": {
"@id": "cr:examples",
"@type": "@json"
},
"extract": "cr:extract",
"field": "cr:field",
"fileProperty": "cr:fileProperty",
"fileObject": "cr:fileObject",
"fileSet": "cr:fileSet",
"format": "cr:format",
"includes": "cr:includes",
"isLiveDataset": "cr:isLiveDataset",
"jsonPath": "cr:jsonPath",
"key": "cr:key",
"md5": "cr:md5",
"parentField": "cr:parentField",
"path": "cr:path",
"recordSet": "cr:recordSet",
"references": "cr:references",
"regex": "cr:regex",
"repeated": "cr:repeated",
"replace": "cr:replace",
"sc": "https://schema.org/",
"separator": "cr:separator",
"source": "cr:source",
"subField": "cr:subField",
"transform": "cr:transform"
},
"@type": "Dataset",
"name": "SutureBot",
"citation": "Haworth, Jesse et al. SutureBot: A Precision Framework and Benchmark for Autonomous End-to-End Suturing. Under review at NeurIPS 2025 Datasets and Benchmarks Track.",
"datePublished": "2025-05-15",
"version": "1.0.0",
"description": "Dataset of multi-view surgical robot demonstrations for end-to-end suturing, including synchronized RGB images and robot kinematics.",
"license": "https://creativecommons.org/licenses/by/4.0/",
"authors": [
{
"name": "Juo-Tung Chen",
"email": "jchen396@jh.edu",
"affiliation": "Johns Hopkins University"
}
],
"sources": [
{
"name": "data",
"description": "All task folders under tissue_*/1_[task_name]/*/ contain image subfolders and CSV data",
"encodingFormat": "application/zip",
"distribution": {
"@type": "DataDownload",
"contentUrl": "https://huggingface.co/datasets/jchen396/suturebot"
}
}
],
"features": [
{
"name": "left_camera_image",
"description": "Left endoscope RGB image",
"source": "data",
"path": "**/left_img_dir/frame*_left.jpg",
"type": "image"
},
{
"name": "right_camera_image",
"description": "Right endoscope RGB image",
"source": "data",
"path": "**/right_img_dir/frame*_right.jpg",
"type": "image"
},
{
"name": "wrist_cam_left",
"description": "Left wrist (PSM2) RGB image",
"source": "data",
"path": "**/endo_psm2/frame*_psm2.jpg",
"type": "image"
},
{
"name": "wrist_cam_right",
"description": "Right wrist (PSM1) RGB image",
"source": "data",
"path": "**/endo_psm1/frame*_psm1.jpg",
"type": "image"
},
{
"name": "kinematics",
"description": "Robot end-effector kinematics and joint states for PSM1, PSM2, ECM, and SUJs.",
"source": "data",
"path": "**/ee_csv.csv",
"type": "table",
"features": [
{
"name": "timestamp",
"type": "number",
"description": "Timestamp in seconds"
},
{
"name": "psm1_pose_position",
"type": "vector",
"length": 3,
"description": "PSM1 end-effector position (x, y, z)"
},
{
"name": "psm1_pose_orientation",
"type": "vector",
"length": 4,
"description": "PSM1 end-effector orientation quaternion (x, y, z, w)"
},
{
"name": "psm1_jaw",
"type": "number",
"description": "PSM1 jaw opening angle"
},
{
"name": "psm2_pose_position",
"type": "vector",
"length": 3,
"description": "PSM2 end-effector position (x, y, z)"
},
{
"name": "psm2_pose_orientation",
"type": "vector",
"length": 4,
"description": "PSM2 end-effector orientation quaternion (x, y, z, w)"
},
{
"name": "psm2_jaw",
"type": "number",
"description": "PSM2 jaw opening angle"
},
{
"name": "ecm_pose_position",
"type": "vector",
"length": 3,
"description": "ECM camera position (x, y, z)"
},
{
"name": "ecm_pose_orientation",
"type": "vector",
"length": 4,
"description": "ECM camera orientation quaternion (x, y, z, w)"
},
{
"name": "psm1_js",
"type": "vector",
"length": 6,
"description": "PSM1 joint angles"
},
{
"name": "psm2_js",
"type": "vector",
"length": 6,
"description": "PSM2 joint angles"
},
{
"name": "psm3_js",
"type": "vector",
"length": 6,
"description": "PSM3 joint angles"
},
{
"name": "ecm_js",
"type": "vector",
"length": 4,
"description": "ECM joint angles"
},
{
"name": "psm1_set_js",
"type": "vector",
"length": 6,
"description": "PSM1 joint command (setpoint)"
},
{
"name": "psm2_set_js",
"type": "vector",
"length": 6,
"description": "PSM2 joint command (setpoint)"
},
{
"name": "psm3_set_js",
"type": "vector",
"length": 6,
"description": "PSM3 joint command (setpoint)"
},
{
"name": "ecm_set_js",
"type": "vector",
"length": 4,
"description": "ECM joint command (setpoint)"
}
]
}]}