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02. International Journal of Computing and Digital Systems
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Browsing Preprint by Author "Putra Kusuma, Gede"

Now showing items 1-5 of 5

Enhancing Image Clarity with the Combined Use of REDNet and Attention Channel Module

Halim, Rico; Putra Kusuma, Gede (2024-02-09)

The primary aim of our study is to improve the efficacy of image denoising, specifically in situations when there is a limited availability of data, such as the BSD68 dataset. Insufficient data presents a challenge in ...
Evaluation of Deep Learning Models for Detection of Indonesian Rupiah

Charleen, Charleen; Putra Kusuma, Gede (2024-04-27)

This study compares the performance of current object detection models, namely YOLOv7-tiny, YOLOv8n, and EfficientDetd0, using YOLOv5n as the baseline model in addressing the challenge of Rupiah banknote detection. The ...
Incorporating Transfer Learning Strategy for improving Semantic Segmentation of Epizootic Ulcerative Syndrome Disease Using Deep Learning Model

Anbang; Putra Kusuma, Gede (2024-03-23)

Automated fish disease detection can eliminate the need for manual labor and provides earlier detection of fish disease such as EUS (Epizootic Ulcerative Syndrome) before it further spreads throughout the water. One of ...
Microservices for Asset Tracking Based on Indoor Positioning System

Sasmita, Dondi; Putra Kusuma, Gede (2024-02-09)

Indoor positioning systems (IPS) are widely used for different use cases, but most of them are for asset tracking and indoor navigation. Asset tracking, for instance, might help industries be more efficient, such as ...
Real-time Facial Expression Recognition using Convolutional Neural Network on Mobile Device

Erick; Kimberly Octavina, Keiko; Putra Kusuma, Gede (2024-02-09)

Implementation of facial expression recognition can help improve human-computer interaction in various aspects, such as education, entertainment, health and more. In this study, convolutional neural networks (CNN) were ...

Browsing Preprint by Author "Putra Kusuma, Gede"

Browsing Preprint by Author "Putra Kusuma, Gede"

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