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 …

Garment categorization using data mining techniques

S Jain, V Kumar - Symmetry, 2020 - mdpi.com
The apparel industry houses a huge amount and variety of data. At every step of the supply
chain, data is collected and stored by each supply chain actor. This data, when used …

D-extract: Extracting dimensional attributes from product images

P Ghosh, N Wang, P Yenigalla - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Product dimension is a crucial piece of information enabling customers make better buying
decisions. E-commerce websites extract dimension attributes to enable customers filter the …

Semi-supervised learning with a teacher-student network for generalized attribute prediction

M Shin - European Conference on Computer Vision, 2020 - Springer
This paper presents a study on semi-supervised learning to solve the visual attribute
prediction problem. In many applications of vision algorithms, the precise recognition of …

Fine-grained visual attribute extraction from fashion wear

V Parekh, K Shaik, S Biswas… - Proceedings of the …, 2021 - openaccess.thecvf.com
Automatically extracting visual attributes for e-commerce data has widespread applications
in cataloging, catalogue qualification and enrichment, visual search, etc. Here, we address …

AI assisted apparel design

A Dubey, N Bhardwaj, K Abhinav, SM Kuriakose… - arXiv preprint arXiv …, 2020 - arxiv.org
Fashion is a fast-changing industry where designs are refreshed at large scale every
season. Moreover, it faces huge challenge of unsold inventory as not all designs appeal to …

[Retracted] Research Design of Fashion Elements Identification of Clothing Based on Decision Tree Algorithm and IoT

L Wang - Wireless Communications and Mobile Computing, 2022 - Wiley Online Library
Attributable to challenges of social event enormous volumes of material area information in
a setting of less mining research, foreseeing the qualities of articles of clothing turns into a …

基于风格迁移的虚拟试穿研究.

朱欣娟, 徐晨溦 - Basic Sciences Journal of Textile …, 2023 - search.ebscohost.com
摘要针对现有方法无法满足为用户设计个性化服装的同时呈现出试穿效果的问题,
提出一种结合风格迁移的虚拟试穿方法. 首先通过语义分割算法对用户图像和服装图像进行处理 …

Automated material properties extraction for enhanced beauty product discovery and makeup virtual try-on

FT Dezaki, H Arora, R Suresh… - … Systems in Fashion and …, 2023 - Springer
The multitude of makeup products available can make it challenging to find the ideal match
for desired attributes. An intelligent approach for product discovery is required to enhance …

BigFashion: A Large-Scale Dataset for Fine-Grained Attributes Recognition

M Su, M Wang, Z Wang - 2023 IEEE 23rd International …, 2023 - ieeexplore.ieee.org
The digital technology of clothing has become a new direction in the clothing industry. How
to capture the attributes of clothing is the prerequisite for 'the Internet of Clothes'. Clothing …