Deep learning methods for object detection in smart manufacturing: A survey

HM Ahmad, A Rahimi - Journal of Manufacturing Systems, 2022 - Elsevier
Object detection for industrial applications refers to analyzing the captured images and
videos and finding the relationship between the detected objects for better optimization, data …

Capacity Constraint Analysis Using Object Detection for Smart Manufacturing

HM Ahmad, A Rahimi, K Hayat - arXiv preprint arXiv:2402.00243, 2024 - arxiv.org
The increasing popularity of Deep Learning (DL) based Object Detection (OD) methods and
their real-world applications have opened new venues in smart manufacturing. Traditional …

An Organized Review of Machine Learning (ML) Perspectives in Manufacturing and Quality Control Processes

R Batra, G Mittal, A Saha - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The current era is governed by and Artificial Intelligence (AI) and Machine Learning (ML)
techniques in almost every sphere of life. Some of the applications involve healthcare …

The Transformation of Manufacturing by Artificial Intelligence

DK Das, P Mallick, S Parthasarathy… - … Applications of Thrust …, 2024 - igi-global.com
The combination of artificial intelligence (AI) and industrial momentum heralded a revolution
in product design, manufacturing, and optimization. This summary provides an overview of …

Point Cloud-Based Real-Time 3D Object Detection for Predictive Analytics of Safety Incidents in Manufacturing Industry

Y Moon, J Lee, S Beak, J Jeong - 2023 29th International …, 2023 - ieeexplore.ieee.org
Autonomous vehicles and the associated technologies have significantly enhanced safety
and convenience within the realm of transportation, garnering considerable attention from …

Real-time industrial machine vision supervision using DPU-based edge devices

C Ribeiro, M Figueiredo, P Assunção… - … on Computer Vision …, 2024 - spiedigitallibrary.org
In many modern industries the production lines are very fast-paced environments with
repetitive and intricate motions where humans and machines often co-exist. Manufacturers …