[HTML][HTML] Target detection method of UAV aerial imagery based on improved YOLOv5

X Luo, Y Wu, F Wang - Remote Sensing, 2022 - mdpi.com
Due to the advantages of small size, lightweight, and simple operation, the unmanned aerial
vehicle (UAV) has been widely used, and it is also becoming increasingly convenient to …

Analysis of Fruit Images With Deep Learning: A Systematic Literature Review and Future Directions

S Espinoza, C Aguilera, L Rojas, PG Campos - IEEE Access, 2023 - ieeexplore.ieee.org
The application of Deep Learning models in fruit analysis has garnered significant attention
due to its potential to revolutionize the agricultural sector and enhance crop monitoring. This …

[HTML][HTML] Recognizing road surface traffic signs based on YOLO models considering image flips

C Dewi, RC Chen, YC Zhuang, X Jiang… - Big data and cognitive …, 2023 - mdpi.com
In recent years, there have been significant advances in deep learning and road marking
recognition due to machine learning and artificial intelligence. Despite significant progress, it …

A deep learning-based object detection scheme by improving YOLOv5 for sprouted potatoes datasets

G Dai, L Hu, J Fan, S Yan, R Li - IEEE Access, 2022 - ieeexplore.ieee.org
Detecting and eliminating sprouted potatoes is a basic measure before potato storage,
which can effectively improve the quality of potatoes before storage and reduce economic …

[HTML][HTML] An improved YOLOv5-based tapping trajectory detection method for natural rubber trees

Z Sun, H Yang, Z Zhang, J Liu, X Zhang - Agriculture, 2022 - mdpi.com
The object detection algorithm is one of the core technologies of the intelligent rubber
tapping robot, but most of the existing detection algorithms cannot effectively meet the …

Evaluation of BFRP strengthening and repairing effects on concrete beams using DIC and YOLO-v5 object detection algorithm

K Zhou, D Lei, P Chun, Z She, J He, W Du… - Construction and Building …, 2024 - Elsevier
In this study the effectiveness of using Basalt Fiber Reinforced Polymer (BFRP) for
strengthening and repairing concrete beams after pre-damage was investigated. Four-point …

[HTML][HTML] Design of a Tomato Sorting Device Based on the Multisine-FSR Composite Measurement

Z Yang, A Amin, Y Zhang, X Wang, G Chen… - Agronomy, 2023 - mdpi.com
The ripeness of tomatoes is crucial to determining their shelf life and quality. Most of the
current methods for picking and sorting tomatoes take a long time, so this paper aims to …

[HTML][HTML] Reasearch on kiwi fruit flower recognition for efficient pollination based on an improved YOLOv5 algorithm

H Zhou, J Ou, P Meng, J Tong, H Ye, Z Li - Horticulturae, 2023 - mdpi.com
A close relationship has been observed between the growth and development of kiwi fruit
and the pollination of the kiwi flower. Flower overlap, flower tilt, and other problems will affect …

Classification of arecanut x-ray images for quality assessment using adaptive genetic algorithm and deep learning

PM Naik, B Rudra - IEEE Access, 2023 - ieeexplore.ieee.org
The traditional approach for analyzing the quality of arecanuts is based on their external
appearance. However, using machine learning and deep learning techniques, automated …

[HTML][HTML] YOLO-MSRF for lung nodule detection

X Wu, H Zhang, J Sun, S Wang, Y Zhang - Biomedical Signal Processing …, 2024 - Elsevier
Abstract (Aim) Aiming at the problem that there are a large number of small object nodules
that are difficult to detect in lung images, detection methods based on improved YOLOv7 are …