Sign Number Transcription

This project aims to develop a Convolutional Neural Network (CNN) model to recognize and classify hand gestures representing the numbers 0 to 5. To do this, each student recorded 6 images capturing these gestures in various forms and environments. The entire dataset is shown below, depicting one random image from each student. We will train a CNN to extract relevant features from the images, such as hand shape and orientation. The model will be trained on this dataset to classify each image with the corresponding numerical label.