About LAPIS projects
Real-time driver state detectionA vision system for controlling an industrial robot with hand movementsIntegration of a camera and virtual reality with a robotic armApplication of computer vision in the recognition and interpretation of sign lettersMapping of characteristic points of the human face using machine learning and Blender softwareSix-legged robotic insectTwo-way communication based on the MQTT protocol within the virtual and real environment
Application of computer vision in the recognition and interpretation of sign letters
Student: Ira Pačić
With its development, computer vision has spread to numerous branches, including helping people with everyday difficulties they face. In this paper, the application of computer vision in the recognition and interpretation of sign language in the Python programming language using the OpenCV and MediaPipe libraries is demonstrated. Before creating the model, we have a theoretical introduction to the concepts and libraries necessary for creating the model, and then the program code that recognizes the letters of the sign language is explained. At the end, the obtained solution is evaluated and ways to improve the model are described.
Repository: https://repozitorij.fsb.unizg.hr/islandora/object/fsb%3A10906