Event-based & High-FPS Hand Gestures

This dataset contains synchronized recordings of eight distinct hand gestures captured simultaneously with a high-speed camera (1000 FPS) and an event-based camera. The recorded gestures include: anticlockwise turn, clockwise turn, full hand pinch, fingers pinch, left slide, right slide, upward slide, and downward slide. Each gesture was performed in multiple sessions, with around 80 paired recordings per gesture, resulting in a comprehensive collection suitable for developing and benchmarking multi-modal deep learning models for gesture recognition. The dataset also includes dedicated recordings for position and time calibration between the two camera modalities. Detailed documentation is provided in dataset_description.docx, and the dataset itself is available in recordings.zip, which can be reassembled and extracted using: cat recordings.tar.gz.* | tar -xvzf -