Large Scale Foundation Models for Intelligent Manufacturing Applications: A Survey

no code implementations • 11 Dec 2023 • Haotian Zhang, Semujju Stuart Dereck, Zhicheng Wang, Xianwei Lv, Kang Xu, Liang Wu, Ye Jia, Jing Wu, Zhuo Long, Wensheng Liang, X. G. Ma, Ruiyan Zhuang

Although the applications of artificial intelligence especially deep learning had greatly improved various aspects of intelligent manufacturing, they still face challenges for wide employment due to the poor generalization ability, difficulties to establish high-quality training datasets, and unsatisfactory performance of deep learning methods.

DeepMerge: Deep-Learning-Based Region-Merging for Image Segmentation

1 code implementation • 31 May 2023 • Xianwei Lv, Claudio Persello, Wangbin Li, Xiao Huang, Dongping Ming, Alfred Stein

Image segmentation aims to partition an image according to the objects in the scene and is a fundamental step in analysing very high spatial-resolution (VHR) remote sensing imagery.

Image Segmentation Segmentation +1

GLSD: The Global Large-Scale Ship Database and Baseline Evaluations

1 code implementation • 5 Jun 2021 • Zhenfeng Shao, JiaMing Wang, Lianbing Deng, Xiao Huang, Tao Lu, Fang Luo, Ruiqian Zhang, Xianwei Lv, Chaoya Dang, Qing Ding, Zhiqiang Wang

In this paper, we introduce a challenging global large-scale ship database (called GLSD), designed specifically for ship detection tasks.

object-detection Object Detection