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 …

A Convolutional Neural Network (CNN) classification to identify the presence of pores in powder bed fusion images

MA Ansari, A Crampton, R Garrard, B Cai… - The International Journal …, 2022 - Springer
This study aims to detect seeded porosity during metal additive manufacturing by employing
convolutional neural networks (CNN). The study demonstrates the application of machine …

A survey of online video advertising

H Zhang, X Mu, H Yan, L Ren… - … Reviews: Data Mining and …, 2023 - Wiley Online Library
With the development of social media and the ubiquity of the Internet, recent years have
witnessed the rapid development of online video advertising among publishers and …

Clothing attribute recognition based on RCNN framework using L-Softmax loss

J **ang, T Dong, R Pan, W Gao - Ieee Access, 2020 - ieeexplore.ieee.org
Due to the significant potential values in commercial and social applications, clothing image
recognition has recently become a research hotspot, among which clothing attribute …

Clothing image classification algorithm based on convolutional neural network and optimized regularized extreme learning machine

Z Zhou, M Liu, W Deng, Y Wang… - Textile Research …, 2022 - journals.sagepub.com
This paper proposes a new method that uses Alexnet with ImageNet transfer learning as the
feature extractor and optimized and regularized extreme learning as the classifier. We keep …

A Convolutional Neural Network‐Based Classification and Decision‐Making Model for Visible Defect Identification of High‐Speed Train Images

Z Wang, J Peng, W Song, X Gao, Y Zhang… - Journal of …, 2021 - Wiley Online Library
In high‐speed train safety inspection, two changed images which are derived from
corresponding parts of the same train and photographed at different times are needed to …

Apparel-based deep learning system design for apparel style recommendation

C Guan, S Qin, Y Long - International Journal of Clothing Science and …, 2019 - emerald.com
Purpose The big challenge in apparel recommendation system research is not the
exploration of machine learning technologies in fashion, but to really understand clothes …

Product characterisation towards personalisation: learning attributes from unstructured data to recommend fashion products

 Cardoso, F Daolio, S Vargas - Proceedings of the 24th ACM SIGKDD …, 2018 - dl.acm.org
We describe a solution to tackle a common set of challenges in e-commerce, which arise
from the fact that new products are continually being added to the catalogue. The challenges …

A novel method for fashion clothing image classification based on deep learning

SY Shin, G Jo, G Wang - Journal of Information and …, 2023 - e-journal.uum.edu.my
Image recognition and classification is a significant research topic in computational vision
and widely used computer technology. The methods often used in image classification and …

Towards fashion recommendation: an AI system for clothing data retrieval and analysis

MT Kotouza, SF Tsarouchis, AC Kyprianidis… - … and Innovations: 16th …, 2020 - Springer
Nowadays, the fashion industry is moving towards fast fashion, offering a large selection of
garment products in a quicker and cheaper manner. To this end, the fashion designers are …