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 …

Defining a deep neural network ensemble for identifying fabric colors

A Amelio, G Bonifazi, E Corradini, S Di Saverio… - Applied Soft …, 2022 - Elsevier
Colors characterize each object around us. For this reason, the study of colors has played a
key role in Artificial Intelligence (think, for instance, of image classification, object recognition …

Fashion Object Detection for Tops & Bottoms

A Petridis, M Popa, F Peleja, D Dotti… - arXiv preprint arXiv …, 2023 - arxiv.org
Fashion is one of the largest world's industries and computer vision techniques have been
becoming more popular in recent years, in particular, for tasks such as object detection and …

[PDF][PDF] DLE4FC: a Deep Learning Ensemble to Identify Fabric Colors.

A Amelio, G Bonifazi, F Cauteruccio, E Corradini… - SEBD, 2023 - ceur-ws.org
The study of colors has attracted Artificial Intelligence researchers for many years.
Nevertheless, there are aspects of this issue that are still little analyzed. One of them is the …

Identification de vêtements dans des images: de la segmentation d'instances à la classification multi-étiquettes faiblement supervisée

W Jouanneau - 2023 - theses.hal.science
Pour l'industrie textile et de la mode, les images de vêtements sont essentielles à différentes
fins: décisionnelles, collaboratives, promotionnelles, pour tous les types de produits …