Enhancement of Image Classification Using Transfer Learning and GAN-Based Synthetic Data Augmentation
Plastic bottle recycling has a crucial role in environmental degradation and protection. Position and background should be the same to classify plastic bottles on a conveyor belt. The manual detection of plastic bottles is time consuming and leads to human error. Hence, the automatic classification...
Main Authors: | Subhajit Chatterjee, Debapriya Hazra, Yung-Cheol Byun, Yong-Woon Kim |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2022-05-01
|
Series: | Mathematics |
Subjects: | |
Online Access: | https://www.mdpi.com/2227-7390/10/9/1541 |
Similar Items
-
IncepX-Ensemble: Performance Enhancement Based on Data Augmentation and Hybrid Learning for Recycling Transparent PET Bottles
by: Subhajit Chatterjee, et al.
Published: (2022-01-01) -
SynSigGAN: Generative Adversarial Networks for Synthetic Biomedical Signal Generation
by: Debapriya Hazra, et al.
Published: (2020-12-01) -
A Synthetic Data Generation Technique for Enhancement of Prediction Accuracy of Electric Vehicles Demand
by: Subhajit Chatterjee, et al.
Published: (2023-01-01) -
Image-to-Image Translation-Based Data Augmentation for Improving Crop/Weed Classification Models for Precision Agriculture Applications
by: L. G. Divyanth, et al.
Published: (2022-10-01) -
Generative Adversarial Networks for Creating Synthetic Nucleic Acid Sequences of Cat Genome
by: Debapriya Hazra, et al.
Published: (2022-03-01)