Yolo V4 for Advanced Traffic Sign Recognition With Synthetic Training Data Generated by Various GAN

Yolo V4 for Advanced Traffic Sign Recognition With Synthetic Training Data Generated by Various GAN

Convolutional Neural Networks (CNN) achieves perfection in traffic sign identification with enough annotated training data. The dataset determines the quality of the complete visual system based on CNN. Unfortunately, databases for traffic signs from the majority of the world’s nations ar...

Full description

Bibliographic Details
Main Authors: Christine Dewi, Rung-Ching Chen, Yan-Ting Liu, Xiaoyi Jiang, Kristoko Dwi Hartomo
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
DCGAN
LSGAN
synthetic images
traffic sign
WGAN
Yolo V3
Online Access:https://ieeexplore.ieee.org/document/9471877/

Internet

https://ieeexplore.ieee.org/document/9471877/

Similar Items