Emotions are caused by a human brain reaction to objective events. The purpose of this study is to investigate emotion identification by machine learning using electroencephalography (EEG) data.

This paper presents a novel deep-learning frame work that significantly enhances the transformation of rudimentary face sketches into high-fidelity colour images. Employing a Convolutional Block ...