Enhancing Humanoid Robot Soccer Ball Tracking, Goal Alignment, and Robot Avoidance Using YOLO-NAS

H Jati, NA Ilyasa, DD Dominic - Journal of Robotics and Control …, 2024 - journal.umy.ac.id
This research aims to enhance humanoid robot soccer Ball Tracking, Goal Alignment, and
Robot avoidance tasks using YOLO-NAS. The study followed a three-stage approach …

Enhancing object detection for humanoid robot soccer: comparative analysis of three models

H Jati, NA Ilyasa, Y Indrihapsari… - TELKOMNIKA …, 2024 - telkomnika.uad.ac.id
The humanoid robot soccer system encounters a notable challenge in object detection,
primarily concentrating on identifying the ball and often neglecting crucial elements like …

Ball Detection and Tracking with Different Embedded Systems in the RoboCup Soccer context

M Bordado, D Silveria… - 2023 Latin American …, 2023 - ieeexplore.ieee.org
This paper presents a vision system for ball detection and tracking in the context of the
RoboCup Soccer Humanoid League Kidsize category. The system aims to enable …

Convolutional neural network with inception-like module for ball and goalpost detection in a small humanoid soccer robot

L Steuernagel, MROA Maximo… - 2020 Latin American …, 2020 - ieeexplore.ieee.org
The current RoboCup Humanoid rules determine white balls, white goalposts and white field
lines. In such an environment, the color-based heuristics algorithms used by RoboCup …

Performance comparison of YOLOv4 and YOLOv4-tiny algorithm for object detection on wheeled soccer robot

IH Tambunan, D Silaen, F Michael… - … of Computer Science …, 2022 - ieeexplore.ieee.org
This paper aims to describe performance comparison of YOLOv4 with YOLOv4-tiny for
object detection on wheeled soccer robot using omnidirectional camera. Wheeled soccer …

Automatic Ball Launcher Machine for Goalkeeper Training Using YOLO Deep Learning Algorithm

J Susila, A Hady, B Kindi, F Istiqomah… - 2023 International …, 2023 - ieeexplore.ieee.org
Soccer is one of the most popular sports in the world, and goalkeepers play a crucial role in
the sport. However, in their training, many soccer clubs still rely on manual methods and …

Mobile robot navigation using an object recognition software with RGBD images and the YOLO algorithm

DH Dos Reis, D Welfer… - Applied Artificial …, 2019 - Taylor & Francis
This work presents a vision system based on the YOLO algorithm to identify static objects
that could be obstacles in the path of a mobile robot. In order to identify the objects and its …

Using the YOLO Network's Games Object to Classify Sports

MH Rahman, S Das, M Uddin… - 2023 26th International …, 2023 - ieeexplore.ieee.org
One of the most favored types of entertainment today is sports. This study identifies different
sports from real-world photographs, which can be a foundation for action recognition …

Object recognition software using rgbd kinect images and the yolo algorithm for mobile robot navigation

DH Dos Reis, D Welfer, MASL Cuadros… - … Systems Design and …, 2020 - books.google.com
This work presents a vision system based on the YOLO algorithm to identify static objects
that could be obstacles in the path of a mobile robot. In order to identify the objects and its …

A YOLOv2 convolutional neural network-based human–machine interface for the control of assistive robotic manipulators

G Giuffrida, G Meoni, L Fanucci - Applied Sciences, 2019 - mdpi.com
During the last years, the mobility of people with upper limb disabilities and constrained on
power wheelchairs is empowered by robotic arms. Nowadays, even though modern …