E-commerce product image classification using transfer learning

BK Jha - 2021 5th International Conference on Computing …, 2021 - ieeexplore.ieee.org
E-commerce is the platform where it provisions the online businesses for selling and buying.
Organizing and searching for products is a cumbersome process for service providers and …

An Image-based Transfer Learning Framework for Classification of E-Commerce Products

VA Surve, P Pathak, M Hasanuzzaman… - Proceedings of the …, 2022 - dl.acm.org
Classification of e-commerce products involves identifying the products and placing those
products into the correct category. For example, men's Nike Air Max will be in the men's …

Indian food image classification with transfer learning

JR Rajayogi, G Manjunath… - 2019 4th International …, 2019 - ieeexplore.ieee.org
Image classification has become easier with deep learning and availability of larger datasets
and computational resources. The Convolutional neural network is the most popular and …

Factors affecting accuracy of convolutional neural network using vgg-16

J Rawat, D Logofătu, S Chiramel - International Conference on …, 2020 - Springer
In this paper, performance evaluation of image data-set using 2-layer Convolutional Neural
Network Architecture and transfer learning method, is studied on Fashion MNIST dataset …

A comparison between VGG16, VGG19 and ResNet50 architecture frameworks for Image Classification

S Mascarenhas, M Agarwal - 2021 International conference on …, 2021 - ieeexplore.ieee.org
Artificial Intelligence advancements have come a long way over the past twenty years. Rapid
developments in AI have given birth to a trending topic called machine learning. Machine …

DCNN-based vegetable image classification using transfer learning: A comparative study

MI Ahmed, SM Mamun, AUZ Asif - 2021 5th International …, 2021 - ieeexplore.ieee.org
In this paper, an attempt is addressed towards accurate vegetable image classification. A
dataset consisting of 21,000 images of 15 classes is used for this classification …

Convolutional neural network with transfer learning for classification of food types in tray box images

G Thiodorus, YA Sari, N Yudistira - … of the 6th International Conference on …, 2021 - dl.acm.org
ABSTRACT∗ Food is one of the primary needs that cannot be separated from people's lives.
The various food types tend to increase every day, directly proportional to the human need …

Transfer learning for image classification

M Shaha, M Pawar - 2018 second international conference on …, 2018 - ieeexplore.ieee.org
Convolutional neural network (CNN) gained great attention for robust feature extraction and
information mining. CNN had been used for variety of applications such as object …

[PDF][PDF] Computer graphic and photographic image classification using transfer learning approach

C Baskar, GP Govindasamy, S Anbalagan… - Traitement du …, 2022 - academia.edu
Accepted: 2 August 2022 Advancement in information and communication technology has
led to tremendous development in graphics techniques. Evolving multimedia tools are used …

Convolutional neural networks for image classification

Y Hao - 2021 2nd International Conference on Artificial …, 2021 - ieeexplore.ieee.org
Computer Vision is a popular research area even though it is considered a simple concept.
Over the past decades, a series of significant studies are conducted in this direction, for …