AI-based image regression tasks on Scanning Electron Microscope (SEM) data

Analysis Tasks

• Image regression
• Image regression with binning
• Combined image classification and regression
  • Use of multiple losses

Notes

Neural networks

Use of various ResNet models

Deep learning library

Use of fastai (2018)