Related models - Githubissues

SabrinaRichter / thermal_barrierlife_prediction

BSD 3-Clause "New" or "Revised" License

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Related models #2

Open Hrovatin opened 3 years ago

Hrovatin commented 3 years ago

Lets collect related models here. Maybe some of them are available online and we could use architecture or pretrained model.

Hrovatin commented 3 years ago

1.) From @jazib-hassan-juelich https://www.nature.com/articles/s41598-019-56309-x#Sec2 (I think not available online) 2.) Intelligent Life Prediction of Thermal Barrier Coating for AeroEngine Blades (also does not seem to have code)

None of them seem to have special architecture.

Hrovatin commented 3 years ago

Existing model inputs: 1.)

image of a porous structure, in which a pixel with a value of 1(0) corresponds to the solid phase (pore space); binarisation not form grayscale image
downsampled to 128×128 pixels using kernel from Fast feature pyramids for object detection https://doi.org/10.1109%2FTPAMI.2014.2300479