Deep learning and YOLOv8 utilized in an accurate face mask detection system

C Dewi, D Manongga, Hendry, E Mailoa… - Big Data and Cognitive …, 2024 - mdpi.com
Face mask detection is a technological application that employs computer vision
methodologies to ascertain the presence or absence of a face mask on an individual …

YOLOv8 Analysis for Vehicle Classification Under Various Image Conditions

E Panja, H Hendry, C Dewi - Scientific Journal of Informatics, 2024 - journal.unnes.ac.id
Purpose: The purpose of this research is to detect vehicle types in various image conditions
using YOLOv8n, YOLOv8s, and YOLOv8m with augmentation. Methods: This research …

Fruit Classification System with Deep Learning and Neural Architecture Search

C Dewi, D Thiruvady, N Zaidi - arxiv preprint arxiv:2406.01869, 2024 - arxiv.org
The fruit identification process involves analyzing and categorizing different types of fruits
based on their visual characteristics. This activity can be achieved using a range of …

An integrated approach for mechanical fault diagnosis using maximum mean square discrepancy representation and CNN-based mixed information fusion

C Wang, X Li, P Yuan, K Su, Z **e… - Structural Health …, 2024 - journals.sagepub.com
Bearings are an essential component of modern industry and cross-domain diagnosis of
bearings holds significant importance. However, in practical applications, issues such as …

A deep learning based detection algorithm for anomalous behavior and anomalous item on buses

S Liu, Y Bi, Q Li, Y Ren, H Ji, L Wang - Scientific Reports, 2025 - nature.com
This paper proposes a new strategy for analysing and detecting abnormal passenger
behavior and abnormal objects on buses. First, a library of abnormal passenger behaviors …

[PDF][PDF] Automatic medical face mask recognition for COVID-19 Mitigation: Utilizing YOLO V5 object detection

C Dewi, HJ Christanto - 2023 - dro.deakin.edu.au
Accepted: 31 May 2023 The ongoing COVID-19 pandemic has significantly affected global
public health, necessitating protective measures such as wearing face masks to reduce the …

Analysis of Internet Movie Database with Global Vectors for Word Representation

C Dewi, G Dai, HJ Christanto - Vietnam journal of computer science, 2024 - World Scientific
Sentiment analysis (SA) involves utilizing natural language processing (NLP) methods to
identify the sentiment conveyed by a given text. This study is grounded on the dataset …

Convolution Neural Network Approach for Facial Mask Detection

IC Juanatas, RA Juanatas - 2023 IEEE 12th Global Conference …, 2023 - ieeexplore.ieee.org
The utilization of Convolutional Neural Network (CNN) in facial mask detection serves as a
method to enforce health protocols. In response to the COVID-19 pandemic and the …

Automated fruit classification based on deep learning utilizing Yolov8

C Dewi, OM Kamlasi, G Chhabra, G Dai… - 2023 10th IEEE Uttar …, 2023 - ieeexplore.ieee.org
The act of fruit identification entails the discernment and classification of various fruit
varieties, predicated upon their visual attributes. This task can be accomplished through …

Deep Learning for the Classification of Rice Leaf Diseases Using YOLOv8.

C Dewi, FY Bilaut, HJ Christanto… - … of Engineering Problems, 2024 - search.ebscohost.com
Abstract Rice (Oryza Sativa) is a plant that is an important commodity for many people in
Asia who consume a lot of rice. In the process of cultivating rice, failure often occurs due to …