“Sequential Modelling in Data-Driven Approach for Structural Health Monitoring by Recurrent Convolutional Neural Networks”

Conference: 20th World Conference on Non-Destructive Testing
Location & Date: South Korea, Seoul - June 2020
Co-authors: Ewald V., Goby X., Groves R.M. & Benedictus R.
Labarotory: TU Delft Aerospace NDT Lab

Requirements:

• Python==3.7
• tensorflow-gpu=2.1.0
• cudatoolkit=10.1.243
• cudnn=7.6.5
• graphviz=2.38
• keras=2.3.1
• keras-gpu=2.3.1
• libopencv=3.4.2
• numpy=1.18.1
• opencv=3.4.2
• pandas=1.0.1
• pillow=7.0.0
• protobuf=3.11.4
• py-opencv=3.4.2
• pydot=1.4.1
• scikit-learn=0.22.1
• scipy=1.4.1

I would like to wholeheartedly express my sincere gratitude towards Vincentius Ewald & Mr. Roger Groves for having provided me with this mmarvellous opportunity to collaborate with them on this research project.
I will never be able to thank them enough.

Links:
TU Delft
TU Delft NDT Labarotory