{ "@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)" } ] }]}