Artificial Intelligence for NDE & NDT

In this video, the basic artificial intelligence network types for use in NDT & NDE are discussed. Please leave your thoughts on this topic in the comments and support my efforts: please give the video a thumbs up, please subscribe to the channel, and please ring the bell to stay informed about future videos. If you want to know more about Artificial Intelligence: ► Artificial Intelligence, Machine Learning, Deep Learning, Neural Networks: An Introduction https://youtu.be/RHUE8-TvS-k ► 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 ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 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 ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ NDE 4.0 Videos: ► Welcome to the World of NDE 4.0 https://youtu.be/MzUKHmp4exE ► The Four Industrial Revolutions https://youtu.be/59SsqSWw4b0 ► The Four NDE Revolutions https://youtu.be/lvLfy4zfSYo ► Top 5 Scary Opinions on NDE / NDT https://youtu.be/hX45ynpkl8k ► What is NDE 4.0? - The major use cases for NDE 4.0 https://youtu.be/tB0nwxdyWZE ► The WHY of Industrie and NDE 4.0 https://youtu.be/h9dF4evlQhQ ► The WHY of NDE 4.0 @ Ripi Singh https://youtu.be/55zoFwZ25pQ ► Why do "I" need NDE 4.0? - A discussion on the Why of NDE 4.0 https://youtu.be/E8RHwU-VWG0 ► Semantic Interoperability using Ontologies and Information Models https://youtu.be/yYtw_xz3_80 ► The Idea of the Digital Twin https://youtu.be/mHGwSBcH24s ► Basics of Data Security https://youtu.be/iXZlzQ_M7nM ► Digitization, Digitalization, Digital Transformation, Informatization https://youtu.be/8Som-Y37V4w ► Why Proprietary Data Formats and Interfaces Hurt AND Why Data Transparency and Ownership are Key https://youtu.be/ptdHnT5evyQ ► What is the Industrial Internet of Things (IIoT) and How to Integrate NDE https://youtu.be/IUv6Xeo5QhU ► IIoT Core Connectivity Standards https://youtu.be/k6tH0H2RtKg ► IIoT vs. Big Files in NDE: DICONDE https://youtu.be/us1MfsjwnEQ ► How to Ensure Data Security and Ownership in the IIoT and in the Connected World https://youtu.be/JEaZfwOlIHE ► The Value Generation Engine for Industry 4.0 and NDE 4.0: The Cyber-Physical Loop https://youtu.be/-u_jnTEbReg ► We don‘t need NDT. A couple of sensors will do a better job!? https://youtu.be/-AkHV-XxQmc ► NDT: Unnecessary Cost Factor!? https://youtu.be/a1A7a93DOto ► Value Creation using Cyber-Physical Loops https://youtu.be/TTCvKJ8fzI8 ► NDE 4.0 Ecosystem, its Core Stakeholder, and Value Chains https://youtu.be/OTv6H3YGwk0 ► The Top 5 Scary Myths on Digital Twins https://youtu.be/LSuKC04FfzE ► Digital Twin: A Fancy 3D Visualization!?! https://youtu.be/gH1OIB9gRjY ► What is Industry 5.0? https://youtu.be/P5tgm7qY88Q ► Schrödinger's Cat and its Implications for Quantum Computers https://youtu.be/brF2BWQ6q_M ► Artificial Intelligence, Machine Learning, Deep Learning, Neural Networks: An Introduction https://youtu.be/RHUE8-TvS-k ► Artificial Intelligence for NDE & NDT https://youtu.be/hZrf0ApXsOA ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ UT Videos: https://youtube.com/playlist?list=PLS14b2YI9uyWZwD0yAyj0Gq_ZJyK9Q7UG ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ If you want to reach me (Johannes Vrana) or my company (Vrana GmbH): https://vrana.net/ https://www.linkedin.com/in/jvrana/ https://twitter.com/VranaGmbh https://www.facebook.com/ndeconsulting/ https://www.xing.com/profile/Johannes_Vrana ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ #NDE40 #AI #cnn #artificialintelligence #machinelearning #deeplearning #neuralnetworks #ML #DL #ANN #convolutionalneuralnetwork #convolutionalneuralnetworks #NDE #NDT #nondestructivetesting