[HTML][HTML] AI in fashion: a literature review

E Kouslis, E Papachristou, TG Stavropoulos… - Electronic Commerce …, 2024 - Springer
Artificial Intelligence (AI) has a growing influence in the fashion industry. In this review study,
the focal points of research in AI in the context of fashion are showcased. This is achieved by …

Improving fashion attribute classification accuracy with limited labeled data using transfer learning

T Chen, J Noh, L Cranfill, J Morris… - 2022 21st IEEE …, 2022 - ieeexplore.ieee.org
Classification of fashion item attributes, such as neckline types, graphic patterns, sleeve
lengths, hem types/length, etc., plays an essential role in the fashion item recommender …

[PDF][PDF] Tribal Dress Identification using Convolutional Neural Network.

MF Rabbi, MN Sultan, M Hasan… - J. Inf. Hiding Multim …, 2023 - bit.kuas.edu.tw
Tribal people have a unique identity in their culture, food habit, and dress. People are
getting creative with their style by fusing elements of indigenous attire with contemporary …

Crop Irrigation Advisory System Using Federated Logistic Regression

D Gardas, R Karthi - … Conference on Computational Intelligence in Data …, 2024 - Springer
Federated learning (FL) is a collaborative learning algorithm that builds ML models using
knowledge from distributed clients at various locations. Federated learning is valuable when …

A Clothing Classification Network with Manifold Structure Based on Second-Order Convolution

R He, C Quan - International Conference on Neural Computing for …, 2023 - Springer
Currently, AI-based clothing image classification techniques mostly use traditional deep
learning methods, which are based on monocular clothing images for classification …

[PDF][PDF] Multi-Label Classification for Fashion Data: Zero-Shot Classifiers via Few-Shot Learning on Large Language Models

D Jiang, A Shah, S Yeung, J Zhu, K Singh… - scitepress.org
Multi-Label classification is essential in the fashion industry due to the complexity of fashion
items, which often have multiple attributes such as style, material, and occasion. Traditional …

[PDF][PDF] 텍스트마이닝을위한패션속성분류체계및말뭉치웹사전구축

장세윤김하연, 김송미, 최우진, 정진, 이유리 - 한국의류학회지, 2022 - koreascience.kr
Text data plays a significant role in understanding and analyzing trends in consumer,
business, and social sectors. For text analysis, there must be a corpus that reflects specific …

A Robust Approach for Categorizing and Fine-Grain Classification of Indian Ethnic Wear

RK Kumar, K Sengupta, SS Sehgal… - … Conference on Emerging …, 2018 - Springer
There is a growing popularity of Indian ethnic wear as more Indians embrace their culture
and look inwards for inspiration. Most fashion forecasting agencies worldwide use deep …