Artificial Intelligence for NDE & NDT

In this video, the basic artificial intelligence network types for use in NDT & NDE are discussed.

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If you want to know more about Artificial Intelligence:
► Artificial Intelligence, Machine Learning, Deep Learning, Neural Networks: An Introduction
   • Artificial Intelligence, Machine Lear...  
► The World of NDE 4.0 – Let the Journey Begin
https://source.asnt.org/1s8ivdm/
► NDE 4.0 - A Design Thinking Perspective
https://rdcu.be/cc0Tb
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Links to the individual sections of this video:
0:00 Introduction
1:51 Main Use Case of AI in NDE
4:21 Fully Connected Neural Network Basics
5:25 FCN Challenges
7:32 Task 1 for AI in NDE: Indication Classification
8:11 Convolutional Neural Networks Introduction
8:32 Understanding Convolutions
11:48 Convolutional Layer
13:00 Max Pooling Layer
13:46 CNN Overview
14:51 Task 2 for AI in NDE: Feature Extraction
16:18 U-Net
17:54 Task 3 for AI in NDE: Segmentation
18:33 Transformers
20:43 Final Thoughts
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NDE 4.0 Videos:
► Welcome to the World of NDE 4.0
   • Welcome to the World of NDE 4.0  
► The Four Industrial Revolutions
   • The Four Industrial Revolutions  
► The Four NDE Revolutions
   • The Four NDE Revolutions  
► Top 5 Scary Opinions on NDE / NDT
   • The Top 5 Scary Opinions on NDE / NDT  
► What is NDE 4.0? - The major use cases for NDE 4.0
   • What is NDE 4.0? - The major use case...  
► The WHY of Industrie and NDE 4.0
   • The WHY of Industrie and NDE 4.0  
► The WHY of NDE 4.0 @ Ripi Singh
   • The WHY of NDE 4.0 @ Ripi Singh  
► Why do "I" need NDE 4.0? - A discussion on the Why of NDE 4.0
   • Why do "I" need NDE 4.0? - A discussi...  
► Semantic Interoperability using Ontologies and Information Models
   • Semantic Interoperability using Ontol...  
► The Idea of the Digital Twin
   • The Idea of the Digital Twin  
► Basics of Data Security
   • Basics of Data Security  
► Digitization, Digitalization, Digital Transformation, Informatization
   • Digitization, Digitalization, Digital...  
► Why Proprietary Data Formats and Interfaces Hurt AND Why Data Transparency and Ownership are Key
   • Why Proprietary Data Formats and Inte...  
► What is the Industrial Internet of Things (IIoT) and How to Integrate NDE
   • What is the Industrial Internet of Th...  
► IIoT Core Connectivity Standards
   • IIoT Core Connectivity Standards and ...  
► IIoT vs. Big Files in NDE: DICONDE
   • IIoT vs. Big Files in NDE: DICONDE  
► How to Ensure Data Security and Ownership in the IIoT and in the Connected World
   • How to Ensure Data Security and Owner...  
► The Value Generation Engine for Industry 4.0 and NDE 4.0: The Cyber-Physical Loop
   • The Value Generation Engine for Indus...  
► We don‘t need NDT. A couple of sensors will do a better job!?
   • We don‘t need NDT. A couple of sensor...  
► NDT: Unnecessary Cost Factor!?
   • NDT: Unnecessary Cost Factor!?  
► Value Creation using Cyber-Physical Loops
   • Value Creation using Cyber-Physical L...  
► NDE 4.0 Ecosystem, its Core Stakeholder, and Value Chains
   • How YOU are Integrated into the NDE/N...  
► The Top 5 Scary Myths on Digital Twins
   • The Top 5 Scary Myths on Digital Twins  
► Digital Twin: A Fancy 3D Visualization!?!
   • Digital Twin: A Fancy 3D Visualizatio...  
► What is Industry 5.0?
   • What is Industry 5.0?  
► Schrödinger's Cat and its Implications for Quantum Computers
   • Schrödinger's Cat and it's Implicatio...  
► Artificial Intelligence, Machine Learning, Deep Learning, Neural Networks: An Introduction
   • Artificial Intelligence, Machine Lear...  
► Artificial Intelligence for NDE & NDT
   • Artificial Intelligence for NDE & NDT  
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UT Videos:
   • Ultrasonic Testing  
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If you want to reach me (Johannes Vrana) or my company (Vrana GmbH):
https://vrana.net/
  / jvrana  
  / vranagmbh  
  / ndeconsulting  
https://www.xing.com/profile/Johannes...
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#NDE40 #AI #cnn #artificialintelligence #machinelearning #deeplearning #neuralnetworks #ML #DL #ANN #convolutionalneuralnetwork #convolutionalneuralnetworks #NDE #NDT #nondestructivetesting