Capacity Constraint Analysis Using Object Detection for Smart Manufacturing

Capacity Constraint Analysis Using Object Detection for Smart Manufacturing

The increasing adoption of Deep Learning (DL)-based Object Detection (OD) models in smart manufacturing has opened up new avenues for optimizing production processes. Traditional industries facing capacity constraints require noninvasive methods for in-depth operations analysis to optimize processes...

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Bibliographic Details
Main Authors: Hafiz Mughees Ahmad, Afshin Rahimi, Khizer Hayat
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Automation
Subjects:
convolutional neural network
you only look once
YOLO
object detection
deep learning
smart manufacturing
Online Access:https://www.mdpi.com/2673-4052/5/4/31
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