Scrap Classification with Deep Learning

2025

Applications and Progress of Image Recognition Techniques in Scrap Steel Classification and Grading: A Review

Academic

Steel Research International

Long Chen, Liang Shen, Hao Wang, Yi Ding, Cong Wang, Liqiang...

2025

Primetals Scrap Type Monitor

Company

Primetals Technologies

Primetals Technologies

2024

An efficient treatment method of scrap intelligent rating based on machine vision

Academic

Applied Intelligence

Wenguang Xu, Pengcheng Xiao, Liguang Zhu, Guangsheng Wei, Ro...

2024

RAMON Intelligent Steel Scrap Grading System

Company

RAMON

RAMON

2024

WaveSegNet: An Efficient Method for Scrap Steel Segmentation Utilizing Wavelet Transform and Multiscale Focusing

Academic

Mathematics

Jiakui Zhong, Yunfeng Xu, Changda Liu

2024

Performance of ResNet and Transformer-Based Models in the Classification of Steel Scrap

Academic

IEEE

Sefa Temur, Levent Karacan

2024

Research on Dense Small Target Scrap Steel Type Recognition Algorithm Based on YOLO-SSNP

Academic

IEEE

JIHU YIN, PENGCHENG XIAO, LIGUANG ZHU, CHAO WANG, AND YUXIN ...

2023

Classification and rating of steel scrap using deep learning

Academic

Engineering Applications of Artificial Intelligence

Wenguang Xu, Pengcheng Xiao, Liguang Zhu, Yan Zhang, Jinbao ...

2023

Thickness Classifier on Steel in Heavy Melting Scrap by Deep-learning-based Image Analysis

Academic

ISIJ International

Ichiro Daigo, Ken Murakami, Keijiro Tajima, Rei Kawakami

2023

DOES - A multimodal dataset for supervised and unsupervised analysis of steel scrap

Dataset

Scientific Data

Michael Schäfer, Ulrike Faltings, Björn Glaser

2023

Scrap Steel Image Dataset (China)

Dataset

GitHub

zichengzichengzi

2022

Q-SYM2

Company

Danieli Automation

Davide Armellini; Marco Ometto; Cristiano Ponton

2020

Machine Learning Methods for Solving Scrap Metal Classification Task

Academic

IEEE

Nikolai V. Smirnov, Egor I. Rybin