{ "Name": "emg2pose: Surface EMG and Hand Pose", "BIDSVersion": "1.11.1", "DatasetType": "raw", "License": "CC-BY-NC-SA-4.0", "Authors": [ "Sasha Salter", "Richard Warren", "Collin Schlager", "Adrian Spurr", "Shangchen Han", "Rohin Bhasin", "Yujun Cai", "Peter Walkington", "Anuoluwapo Bolarinwa", "Robert Wang", "Nathan Danielson", "Josh Merel", "Eftychios Pnevmatikakis", "Jesse Marshall", "Alexandre Gramfort" ], "Acknowledgements": "Reality Labs, Meta. This NEMAR re-host preserves the public emg2pose release and converts it to EMG-BIDS using the upstream PR #6 MNE/MNE-BIDS approach contributed by Alexandre Gramfort (@agramfort).", "EthicsApprovals": [ "The source publication states that participant recruitment and on-boarding followed an external IRB-approved protocol, that participants reviewed and signed an IRB-reviewed consent form before study initiation, and that all data were de-identified to remove personally identifiable metadata." ], "HowToAcknowledge": "Please cite: Salter, Warren, Schlager et al. emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation. NeurIPS 2024 Datasets and Benchmarks Track. arXiv:2412.02725.", "GeneratedBy": [ { "Name": "convert_emg2pose_pr6_fast.py", "Version": "0.1", "Description": "Fast parallel adaptation of facebookresearch/emg2pose PR #6. The converter writes BDF files with 16 EMG channels and 20 radian joint-angle channels, plus BIDS sidecars." } ], "ReferencesAndLinks": [ "https://doi.org/10.48550/arXiv.2412.02725", "https://arxiv.org/abs/2412.02725", "https://arxiv.org/pdf/2412.02725", "https://github.com/facebookresearch/emg2pose", "https://github.com/facebookresearch/emg2pose/pull/6", "https://fb-ctrl-oss.s3.amazonaws.com/emg2pose/emg2pose_dataset.tar" ], "SourceDatasets": [ { "URL": "https://fb-ctrl-oss.s3.amazonaws.com/emg2pose/emg2pose_dataset.tar", "DOI": "10.48550/arXiv.2412.02725", "Version": "public emg2pose release used by arXiv:2412.02725" }, { "DOI": "n/a" } ], "DatasetDOI": "10.82901/nemar.nm000281", "Version": "1.0.3" }