A review of modern fashion recommender systems
The textile and apparel industries have grown tremendously over the past few years.
Customers no longer have to visit many stores, stand in long queues, or try on garments in …
Customers no longer have to visit many stores, stand in long queues, or try on garments in …
AI assisted fashion design: A review
This review explores the integration of enhanced personalization and seamless multimodal
interfaces in the field of fashion design and recommendation. We examine the increasing …
interfaces in the field of fashion design and recommendation. We examine the increasing …
[HTML][HTML] Augmenting organizational decision-making with deep learning algorithms: Principles, promises, and challenges
The current expansion of theory and research on artificial intelligence in management and
organization studies has revitalized the theory and research on decision-making in …
organization studies has revitalized the theory and research on decision-making in …
Towards better exploiting convolutional neural networks for remote sensing scene classification
We present an analysis of three possible strategies for exploiting the power of existing
convolutional neural networks (ConvNets or CNNs) in different scenarios from the ones they …
convolutional neural networks (ConvNets or CNNs) in different scenarios from the ones they …
Hierarchical convolutional neural networks for fashion image classification
Y Seo, K Shin - Expert systems with applications, 2019 - Elsevier
Deep learning can be applied in various business fields for better performance. Especially,
fashion-related businesses have started to apply deep learning techniques on their e …
fashion-related businesses have started to apply deep learning techniques on their e …
Modanet: A large-scale street fashion dataset with polygon annotations
Understanding clothes from a single image would have huge commercial and cultural
impacts on modern societies. However, this task remains a challenging computer vision …
impacts on modern societies. However, this task remains a challenging computer vision …
Condition-CNN: A hierarchical multi-label fashion image classification model
B Kolisnik, I Hogan, F Zulkernine - Expert Systems with Applications, 2021 - Elsevier
Current state of the art image classifiers predict a single class label of an image. However, in
many industry settings such as online shopping, images belong to a class hierarchy where …
many industry settings such as online shopping, images belong to a class hierarchy where …
Artificial Intelligence in Business-to-Customer Fashion Retail: A Literature Review
Many industries, including healthcare, banking, the auto industry, education, and retail, have
already undergone significant changes because of artificial intelligence (AI). Business-to …
already undergone significant changes because of artificial intelligence (AI). Business-to …
Developing an AI-based automated fashion design system: reflecting the work process of fashion designers
With the recent expansion of the applicability of artificial intelligence into the creative realm,
attempts are being made to use AI (artificial intelligence) in the garment development system …
attempts are being made to use AI (artificial intelligence) in the garment development system …
Deep learning approaches for fashion knowledge extraction from social media: a review
Fashion knowledge encourages people to properly dress and faces not only physiological
necessity of users, but also the requirement of social practices and activities. It usually …
necessity of users, but also the requirement of social practices and activities. It usually …