Before revision:   This image is then passed to a classifier formed by two Resnet CNN's , a soft-attention ensemble, and a multilayer perceptron, which returns the predicted class label that indicates to which type of gesture the input video belongs . Experiments were carried out using the Montalbano and GRIT datasets.
After revision:  This image is then passed to a classifier formed by two Resnet CNN's , a soft-attention ensemble, and a fully connected layer, which indicates the class of the gesture present in the input video belongs . Experiments were carried out using the Montalbano and GRIT datasets.