Abstract: Sign language is the language deaf-mute people use to communicate ... collected sEMG signal when they were performing all the 30 alphabet letters. Random forest algorithm was used to ...

This repository is dedicated to the project on Sign Language Recognition using two different approaches: Convolutional Neural Networks (CNN) and Random Forest Classifier ... images.py CNNs are deep ...

Random forests is a supervised learning algorithm. It can be used both for classification ... tree is easily interpretable and can be converted to rules. The Human Activity Recognition database was ...

The random forest identification algorithm generates a large number of hyper-parameters during the training process. It is difficult to calculate the optimal parameters of the recognition model by ...