Smart fashion: a review of AI applications in the Fashion & Apparel Industry

SO Mohammadi, A Kalhor - arXiv preprint arXiv:2111.00905, 2021 - arxiv.org
The fashion industry is on the verge of an unprecedented change. The implementation of
machine learning, computer vision, and artificial intelligence (AI) in fashion applications is …

You can try without visiting: a comprehensive survey on virtually try-on outfits

H Ghodhbani, M Neji, I Razzak, AM Alimi - Multimedia Tools and …, 2022 - Springer
Since the last years and until now, technology has made fast progress for many industries, in
particularly, garment industry which aims to follow consumer desires and demands. One of …

Machine learning based co-creative design framework

B Quanz, W Sun, A Deshpande, D Shah… - arXiv preprint arXiv …, 2020 - arxiv.org
We propose a flexible, co-creative framework bringing together multiple machine learning
techniques to assist human users to efficiently produce effective creative designs. We …

Detecting Fashion Apparels and their Landmarks

H Saini, V Thakkar, R Dasani… - 2020 IEEE/WIC/ACM …, 2020 - ieeexplore.ieee.org
Apparel landmarks are the functional key-points on the apparels that can be used for a more
discriminative visual analysis of the apparel images. Such a framework can facilitate apparel …

Image-Based Virtual Try-on System: A Survey of Deep Learning-Based Methods

H Ghodhbani, A Alimi, M Neji - Authorea Preprints, 2023 - techrxiv.org
Our work aims to conduct a comprehensive literature review of deep learning methods
applied in the fashion industry and, especially, the image-based virtual fitting task by citing …