velvet-pine-22/PULSE-sample

PULSE-sample 是 PULSE 数据集的一个小型代表性子集，专门为 NeurIPS 2026 评审员提供，以便在不下载完整 85 GB 版本的情况下检查数据质量和模式。该子集包含一个完整的记录（志愿者1，场景 S1 办公室桌面整理，约101秒），涵盖所有五种非视觉传感器模态（包括表面肌电图、眼动追踪、惯性测量单元、运动捕捉和压力传感），以及同步的场景摄像头视频、动作段注释和解释所需的全局元数据文件。所有时间序列都在共享的 100 Hz 时间基础上对齐，适用于时间序列预测、视频分类等任务，并具有多模态、日常活动、可穿戴传感器等标签。PULSE-sample is a small representative subset of the PULSE dataset, hosted as a separate Hugging Face repository so that NeurIPS 2026 reviewers can inspect data quality and schema without downloading the full 85 GB release. It contains a single complete recording (volunteer 1, scenario S1 Office desk organization, ~101 seconds) with all five non-visual sensor modalities (surface EMG, eye-tracking, IMU, motion capture, and pressure sensing) plus synchronized scene-camera video, action-segment annotations, and global metadata files needed for interpretation. All time series are sub-frame aligned on a shared 100 Hz timebase, and it is designed for tasks such as time-series forecasting and video classification, with tags including multi-modal, daily-activity, and wearable-sensors.