Browsing by Author "Mahir Tahmid"

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    Open Access
    Application of Virtual Try-On Models to Bangladeshi Clothes
    (North South University, 2021-04-30) Guru Ananda Gayen; Akash Lanard; Mahir Tahmid; Mehran Siddiqui; Dr Rashedur M. Rahman; 1631229642; 1721271642; 1821954642; 1822107642
    Virtual try-on is a challenging task that has at- tracted a lot of interest in recent years due to its po- tential for augmenting online clothes shopping. All work done in this area has been based on datasets of western clothing, primarily tops. Such clothing is generally easier to work with, due to the fact that it is tight- tting and consists of a single clothing item. Bangladeshi clothes in contrast are loose- tting, re- sulting in a loss of information which makes the virtual try-on task especially di cult. We collect a Bangladeshi dataset and perform virtual try-on with two existing state-of-the-art models. We pro- vide both quantitative and qualitative analyses. We achieve an inception score of 2.2449 and 2.6083 on two di erent models. Qualitatively, the outputs are error-prone, however some results indicate that with some improvement, virtual try-on on Bangladeshi clothes can be feasible.