A brief survey of machine learning and deep learning techniques for e-commerce research

X Zhang, F Guo, T Chen, L Pan, G Beliakov… - Journal of Theoretical …, 2023 - mdpi.com
The rapid growth of e-commerce has significantly increased the demand for advanced
techniques to address specific tasks in the e-commerce field. In this paper, we present a …

Deep learning for clothing style recognition using YOLOv5

YH Chang, YY Zhang - Micromachines, 2022 - mdpi.com
With the rapid development of artificial intelligence, much more attention has been paid to
deep learning. However, as the complexity of learning algorithms increases, the needs of …

[PDF][PDF] Saree texture analysis and classification via deep learning framework

DS Dakshina, P Jayapriya, R Kala - International Journal of Data …, 2023 - kitspress.com
Indian women have worn sarees for centuries and have a significant market share in their
clothing. Despite the ability to identify saree materials with tactile texture and the possibility …

Enhancing Fashion Classification with Vision Transformer (ViT) and Developing Recommendation Fashion Systems Using DINOVA2

HM Abd Alaziz, H Elmannai, H Saleh, M Hadjouni… - Electronics, 2023 - mdpi.com
As e-commerce platforms grow, consumers increasingly purchase clothes online; however,
they often need clarification on clothing choices. Consumers and stores interact through the …

Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review

S Bbouzidi, G Hcini, I Jdey, F Drira - arXiv preprint arXiv:2406.03478, 2024 - arxiv.org
Our review explores the comparative analysis between Convolutional Neural Networks
(CNNs) and Vision Transformers (ViTs) in the domain of image classification, with a …

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 …

A computational deep learning approach for establishing long-term declarative episodic memory through one-shot learning

Y Alhwaiti, I Alrashdi, I Ahmad, A Khan - Computers in Human Behavior, 2024 - Elsevier
Researchers have long been captivated by the intricate workings of the human brain, an
enduring enigma. Extensive efforts have been devoted to unraveling its complexities, with …

Clothing Image Classification Using VGG-19 Deep Learning Model For E-commerce Web Application

M Hameed, A Al-Wajih, M Shaiea… - … on Emerging Smart …, 2024 - ieeexplore.ieee.org
Artificial Intelligence applications become one of the most important tools that help to
increase the profits of e-commerce stores. It is expected that AI methods will push this …

STD-net: saree texture detection via deep learning framework for E-commerce applications

DK Priya, BS Bama, MP Ramkumar… - Signal, Image and Video …, 2024 - Springer
In this modern world, people move fast and most people are very busy in their daily
scheduled lives. In such a scenario, E-commerce online shopping is a great time-saver. In …

[PDF][PDF] Implementation of CNN and ANN for Fashion-MNIST-Dataset using Different Optimizers

SR Sumera, N Anjum, K Vaidehi - Indian Journal …, 2022 - sciresol.s3.us-east-2.amazonaws …
Objectives: The paper presents application of convolution neural network and artificial
neural network for image classification problem for clothing dataset along with their …