Omkar2118/datasets huggingface dataset:
No Background RGB Arabic Alphabets Sign Language Dataset

The AASL-Clear dataset is a collection of RGB images featuring Arabic alphabet sign Language gestures with backgrounds removed. Each image in this dataset showcases clear, isolated hand gestures, allowing for precise recognition and analysis of Arabic sign language alphabets. With transparent backgrounds, this dataset provides a clean and focused resource for training deep learning models in the domain of Arabic sign language recognition and classification.

You can find the original dataset (RGB Arabic Alphabets Sign Language DatasetAASL) with the backgrounds Here: https://www.kaggle.com/datasets/muhammadalbrham/rgb-arabic-alphabets-sign-language-dataset

Introducing paper: Deep Learning Recognition for Arabic Alphabet Sign Language RGB Dataset