Enhancing Road Safety with Convolutional Neural Network Traffic Sign Classification

D Hindarto - Sinkron: jurnal dan penelitian teknik informatika, 2023 - jurnal.polgan.ac.id
Recent computer vision and deep learning breakthroughs have improved road safety by
automatically classifying traffic signs. This research uses CNNs to classify traffic signs to …

Learning at Your Fingertips: An Innovative IoT-Based AI-Powered Braille Learning System

G Latif, GB Brahim, SE Abdelhamid, R Alghazo… - Applied System …, 2023 - mdpi.com
Visual impairment should not hinder an individual from achieving their aspirations, nor
should it be a hindrance to their contributions to society. The age in which persons with …

Real-Time Navigation Roads: Lightweight and Efficient Convolutional Neural Network (LE-CNN) for Arabic Traffic Sign Recognition in Intelligent Transportation …

AA Khalifa, WM Alayed, HM Elbadawy, RA Sadek - Applied Sciences, 2024 - mdpi.com
Smart cities are now embracing the new frontier of urban living, with advanced technology
being used to enhance the quality of life for residents. Many of these cities have developed …

Implementation of Flower Recognition using Convolutional Neural Networks

D Hindarto, N Amalia - International Journal Software …, 2023 - journal.lembagakita.org
The recognition of flowers holds significant importance within the realms of ecological
research, horticulture, and diverse technological applications. This study presents" Blossom …

Traffic Sign Classification using Deep Learning Comparative Study

A Hamza, S Nawal - Procedia Computer Science, 2024 - Elsevier
In recent years, the advancement of deep learning technologies has significantly impacted
various domains and the field of transportation is no exception. As the demand for robust …

Unveiling Interpretability: Analyzing Transfer Learning in Deep Learning Models for Traffic Sign Recognition

S Waziry, J Rasheed, FM Ghabban, S Alsubai… - SN Computer …, 2024 - Springer
Since the advent of automobiles and driver assistance technologies, traffic sign recognition
has been of the utmost importance for Industry 4.0. In the driving system, good data pre …

A Proposed Multi Layer CNN Architecture for Detecting Bangla Traffic Sign

M Tushar, I Jahan, T Sarker… - 2024 6th International …, 2024 - ieeexplore.ieee.org
Detecting Bangla traffic signs in Bangladesh is crucial for road safety as it ensures effective
communication with drivers who primarily understand Bengali. Accurate recognition of these …

Research on Automatic Driving Simulation System based on PreScan and Self-developed Driving Simulator

Y Fu - 2023 7th International Conference on Electrical …, 2023 - ieeexplore.ieee.org
With the rapid advancement of new energy vehicle technology, autonomous driving
technology has once again taken center stage. Before autonomous driving assistance …