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scanning-electron-microscopy

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rybakov-ks / ParticleAnalyzer

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A Computer Vision-Based Tool for Automatic Segmentation and Size Analysis of Nanoparticles in Scanning Electron Microscope (SEM) and Transmission Electron Microscope (TEM) Images

computer-vision deep-learning transformers yolo data-analysis object-detection image-segmentation electron-microscopy sem tem scientific-research nanotechnology microscopy-images particle-analysis detectron2 materials-characterization scanning-electron-microscopy sem-image-analysis transmission-electron-microscope
  • Updated Jan 25, 2026
  • Python

Karido / 3D-SEM

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Demonstrative implementation of a 3D reconstruction and automatic segmentation routine in Python which can be applied to SEM image sequences of particle-like specimens. The image sequences can be acquired by tilting the SEM's stage. More details about the theory underlying are elucidated in Töberg et al.

segmentation factorization 3d-reconstruction scanning-electron-microscope affine-camera scanning-electron-microscopy
  • Updated Oct 30, 2023
  • Python

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