A lightweight algorithm based on YOLOv5 for relative position detection of hydraulic support at coal mining faces

L Pan, Y Duan, Y Zhang, B Xie, R Zhang - Journal of Real-Time Image …, 2023 - Springer
To solve the existing problems that the relative position detection method of hydraulic
support in comprehensive coal mining faces, such as complex detection equipment, has …

Improved YOLOv5 based on feature fusion and attention mechanism and its application in continuous casting slab detection

H Yang, Y Fang, L Liu, H Ju… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Object detectors based on convolutional neural network (CNN) have been widely used in
industrial production. In the production and transportation process of continuous casting …

Large‐Truck Safety Warning System Based on Lightweight SSD Model

D Xiao, H Li, C Liu, Q He - Computational intelligence and …, 2019 - Wiley Online Library
Transportation is an important link in the mining process, and large trucks are one of the
important tools for mine transportation. Due to their large size and small driving position …

[PDF][PDF] SSD real-time illegal parking detection based on contextual information transmission

H Tang, A Peng, D Zhang, T Liu… - Computers, Materials & …, 2020 - researchgate.net
With the improvement of the national economic level, the number of vehicles is still
increasing year by year. According to the statistics of National Bureau of Statics, the number …

Burrs and Sharp Edge Detection of Metal Workpiece Using CNN Image Classification Method for Intelligent Manufacturing Application

KA Pranoto, W Caesarendra, I Petra… - 2023 IEEE 21st …, 2023 - ieeexplore.ieee.org
This study aims to establish a deep learning method for the real-time and accurate detection
of sharp edges and burrs in metal workpieces. This paper used the Single Shot MultiBox …

Research on Metallurgical Saw Blade Surface Defect Detection Algorithm Based on SC-YOLOv5

L Meng, X Cui, R Liu, Z Zheng, H Shao, J Liu, Y Peng… - Processes, 2023 - mdpi.com
Under the background of intelligent manufacturing, in order to solve the complex problems
of manual detection of metallurgical saw blade defects in enterprises, such as real-time …

Cascade network for detection of coal and gangue in the production context

Z Lv, W Wang, Z Xu, K Zhang, H Lv - Powder technology, 2021 - Elsevier
Online detection of coal and gangue is the key to intelligent separation of coal and gangue
which is significant for improving coal mining efficiency and deducing environmental …

Steel plate surface defect detection based on dataset enhancement and lightweight convolution neural network

L Yang, X Huang, Y Ren, Y Huang - Machines, 2022 - mdpi.com
In the production and manufacturing industry, factors such as rolling equipment and
processes may cause various defects on the surface of the steel plate, which greatly affect …

Multiple object detection of workpieces based on fusion of deep learning and image processing

Y Lei, X Yao, W Chen, J Zhang… - … Joint Conference on …, 2020 - ieeexplore.ieee.org
A workpiece detection method based on fusion of deep learning and image processing is
proposed. Firstly, the workpiece bounding boxes are located in the workpiece images by …

Deep learning of grasping detection for a robot used in sorting construction and demolition waste

Y Ku, J Yang, H Fang, W Xiao, J Zhuang - Journal of Material Cycles and …, 2021 - Springer
The traditional construction and demolition waste (CDW) treatment process adopts the
method of crushing and screening after mixing and combines the method with manual …