Multi-type Vehicle Detection and Classification Using YOLOV5

DY Liliana, RE Nalawati, RW Iswara… - 2023 International …, 2023 - ieeexplore.ieee.org
In the modern era marked by technological advancement, vehicle recognition using
computer vision has become increasingly important. The ability to accurately identify and …

[PDF][PDF] Vehicle detection and classification using three variations of you only look once algorithm

GSA Mohammed, NM Diah, Z Ibrahim… - Int J Reconfigurable & …, 2023 - academia.edu
Vehicle detection and classification are essential for advanced driver assistance systems
(ADAS) and even traffic camera surveillance. Yet, it is challenging due to complex …

Vehicle Detection System using YOLOv4

S Vashishtha, S Kumar, V Bothra… - 2022 4th …, 2022 - ieeexplore.ieee.org
In today's world, a commonly used computer technology-object detection focuses on finding
items or examples of a specific class such as humans, vehicles, and animals in digital …

Vehicle Type Classification and Counting Using YOLOv4 Algorithm

II Samuel, ALL Lucas, MV Caya - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The study implements a system that detects, classify and count vehicles based on their body
type. Classifying and counting has proven to be beneficial when monitoring and managing …

Real-Time Vehicle Detection using YOLOv8 and Data Augmentation Approach

HS Gupta, M Sameer, G Ahmad - 2023 IEEE Fifth International …, 2023 - ieeexplore.ieee.org
There are several uses for object detection in computer vision, including surveillance,
robotics, and autonomous vehicles. You Only Look Once (YOLO) is one of the most widely …

YOLOv8 Based Object Detection for Self-driving Cars

Z Afrin, F Tabassum, HB Kibria… - … on Computer and …, 2023 - ieeexplore.ieee.org
The investigation focuses on improving object detection in roadmaps for self-driving cars
using the YOLOv8 model. Object detection is a pivotal component in developing …

Video Image Recognition of Car Track Characteristics at Intersections

MV Yashina, YA Akilin, VV Osada… - … in the Field of on Board …, 2024 - ieeexplore.ieee.org
Automation and improved traffic management are key problems for modern cities and
regions. This article presents an approach to the recognition and analysis of traffic flow using …

Road damage detection and classification using YOLOv5

KC Rehana, G Remya - 2022 Third International Conference on …, 2022 - ieeexplore.ieee.org
Road infrastructure is a critical public asset that must be inspected and monitored regularly
since it contributes to economic progress. However, road surface deteriorates over time from …

GPU Acceleration of Multi-Vehicle Detection and Classification For Unmanned Aerial Vehicle Surveillance Application using YOLOv3

D Kumar, A Khand, PVS Murthy - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
This paper describes faster computation technique for Object Classification in Unmanned
Aerial Vehicle (UAV), real-time flight video data by the use of Compute Unified Device …

Real-Time Vehicle fitness detection using YOLOv5

MM Khan, DM Raza, MAH Nahid - 2023 14th International …, 2023 - ieeexplore.ieee.org
Road accidents, which are currently a big problem in Bangladesh, are largely caused by
unsafe vehicles. Thousands of people are dying in Bangladesh due to road crushes. The …