Designing of a Classifier for Virtual Trial Room: A Retrospective

Abstract

Real-time virtual trial and propose dressing room are used in shops, malls, and any shopping centre. Trying dresses in the shopping centre is highly time-consuming activity. Also, it is not possible to try on clothes in online shopping. The main objective of proposed work is to increase time efficiency and improve the accessibility of clothes to try on by creating a virtual dressing room environment. The research focuses on to build an interactive and highly realistic virtual machine using different tasks like segmentation, shape extraction, feature extractions are performed to create virtual environment. In this research paper are analysed different classification algorithm such as SVM, KNN, Decision tree, Naïve base, DA, RF checked with different parameter like accuracy, precision, recall.