This study proposes a method for recognising motions through image processing. In this project, we create a sign detector that can be readily enhanced to recognise a wide range of various signs and hand gestures, such as the alphabets, and that can recognise numbers from 1 to 10.. We used the Python Keras and OpenCV libraries to create this project.