The dataset consists of 3000 unaltered videos captured by five volunteers, with each volunteer performing 20 repetitions of 30 signs, resulting in approximately 600 videos per volunteer. These videos were recorded without stabilization tools, reflecting the prevalent use of smartphones with built-in cameras. They encompass diverse resolutions, locations, places, and backgrounds, providing a comprehensive representation of real-life scenarios.