Install Python 3, Opencv 3, Tensorflow, Keras. First Train the model. python cnn_model.py Now to test the model you just need to run recognise.py . To do so just open the terminal and run following ...

This project focuses on recognizing hand signs representing letters of the Brazilian Sign Language (Libras) alphabet using Python, image processing ... seamless communication through sign language ...

Python is a preferred programming language for ... their characteristics. This step is often used in object detection and recognition. Overall, understanding image processing is crucial for ...

Nonetheless, communication barriers persist as many individuals outside of these communities struggle to comprehend and utilize sign language effectively. A ground-breaking system known as hand ...

Abstract: This study aims to develop a robust deep learning-based solution for accurate detection and recognition ... step involves extracting significant hand landmarks from the video frames, which ...