[HTML][HTML] Tea leaf disease detection and identification based on YOLOv7 (YOLO-T)

MJA Soeb, MF Jubayer, TA Tarin, MR Al Mamun… - Scientific reports, 2023 - nature.com
A reliable and accurate diagnosis and identification system is required to prevent and
manage tea leaf diseases. Tea leaf diseases are detected manually, increasing time and …

YOLOv10 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once Series

R Sapkota, R Qureshi, MF Calero, M Hussain… - arXiv preprint arXiv …, 2024 - arxiv.org
This review systematically examines the progression of the You Only Look Once (YOLO)
object detection algorithms from YOLOv1 to the recently unveiled YOLOv10. Employing a …

[图书][B] Computational methods for deep learning: theory, algorithms, and implementations

WQ Yan - 2023 - books.google.com
The first edition of this textbook was published in 2021. Over the past two years, we have
invested in enhancing all aspects of deep learning methods to ensure the book is …

Vehicle-related scene understanding using deep learning

X Liu, M Neuyen, WQ Yan - … , Auckland, New Zealand, November 26, 2019 …, 2020 - Springer
Automated driving is an inevitable trend in future transportation, it is also one of the eminent
achievements in the matter of artificial intelligence. Deep learning produces a significant …

[HTML][HTML] A Flame Detection Algorithm Based on Improved YOLOv7

G Yan, J Guo, D Zhu, S Zhang, R Xing, Z Xiao… - Applied Sciences, 2023 - mdpi.com
Flame recognition is of great significance in fire prevention. However, current algorithms for
flame detection have some problems, such as missing detection and false detection, and the …

[HTML][HTML] Efficient robot tracking system using single-image-based object detection and position estimation

D Lim, J Kim, H Kim - ICT Express, 2024 - Elsevier
This study proposes a mother-slave robot tracking system that identifies the target, predicts
its location, and tracks it based on a single image. The proposed system utilizes a …

Kiwifruit counting using KiwiDetector and KiwiTracker

Y Xia, M Nguyen, WQ Yan - Proceedings of SAI Intelligent Systems …, 2023 - Springer
Efficient fruit detection and counting are crucial to improve fruit industrial efficiency and
assist the farmers to develop reasonable harvesting strategies in advance while significantly …

StereoYolo+ DeepSORT: a framework to track fish from underwater stereo camera in situ

A Saad, S Jakobsen, M Bondø… - … on Machine Vision …, 2024 - spiedigitallibrary.org
This paper presents a 3D multiple object detection and tracking framework for identifying
and quantifying changes in fish behaviour through tracking the 3D position, distance and …

Quantizing YOLOv5 for Real-Time Vehicle Detection

Z Zhang, H Xu, S Lin - IEEE Access, 2023 - ieeexplore.ieee.org
Autonomous driving has received much attention in the last decade as a key component of
intelligent transportation, and vehicle detection serves as a fundamental task for …

Towards Large-Scale Video-Based Highway Traffic Monitoring

J Spoecklberger, J Micorek… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
Traffic safety on highways is supported by a variety of technical measures, including
countless camera systems that are often only monitored by human operators. However, due …