Employed OpenCV for video processing and hand-detection in real-time. Utilized Keras with TensorFlow backend to train a deep learning model for sign language classification on a dataset of 2900 ...

Technologies Used Python OpenCV (for image processing) Mediapipe (for hand landmark detection) RandomForest Classifier (for sign classification) Project Structure hand_tracking.py → Captures hand ...

Abstract: Image classification using Convolutional Neural Networks is a key component of Computer Vision. This paper proposes a real-time sign language translation system based on American Sign ...

Abstract: Image classification using Convolutional Neural Networks is a key component of Computer Vision. This paper proposes a real-time sign language translation system based on American Sign ...