Our dataset is a novel dataset for the Nigerian Sign Language comprising of 5000 images of 137 sign words/phrases including the alphabet letters. Data collectors of 20+ individuals comprising of a TV sign language broadcaster and students and teachers from 2 special education schools in Nigeria. The dataset is not publicly available for now, due to privacy concerns.