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Virtual Atomic Force Microscope (AFM). Differentiable virtual AFM for generating AFM-like images (depth renderings) from different view points. It uses PyTorch 3D to make it a differentiable pipeline.

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VirtualAFM

Virtual Atomic Force Microscope (AFM). Differentiable virtual AFM for generating AFM-like images (depth renderings) from different view points. It uses PyTorch 3D to make it a differentiable pipeline.

Virtual AFM

Installation

# Create conda environment
conda env create -f environment.yml

TODOs

  • Update environment.yml/requirements.txt
  • Create a Hugging Face demo
  • Work to make the UI better

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Virtual Atomic Force Microscope (AFM). Differentiable virtual AFM for generating AFM-like images (depth renderings) from different view points. It uses PyTorch 3D to make it a differentiable pipeline.

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