Building Computer Vision Applications Using Artificial Neural Networks: With Examples in OpenCV and TensorFlow with Python

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023

S. AnsariBuilding Computer Vision Applications Using Artificial Neural Networkshttps://doi.org/10.1007/978-1-4842-9866-4_9

9. Industrial Application: Real-Time Defect Detection in Industrial Manufacturing

Shamshad Ansari¹  

(1)

Centreville, VA, USA

 

Computer vision has numerous applications in industrial manufacturing, one of which is its role in automating visual inspections to ensure quality control and assurance, which is the focus of this chapter.

Most manufacturing companies train their employees to conduct manual visual inspections. This method not only involves a subjective assessment process that can vary in accuracy based on the inspector’s experience ...