  This paper focuses on real-time American Sign Language Detection. YOLO is a
convolutional neural network (CNN) based model, which was first released in
2015. In recent years, it gained popularity for its real-time detection
capabilities. Our study specifically targets YOLO-v9 model, released in 2024.
As the model is newly introduced, not much work has been done on it, especially
not in Sign Language Detection. Our paper provides deep insight on how YOLO- v9
works and better than previous model.
