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electron-microscopy-image-segmentation

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WenhaoYuan337 / EMcopilot

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Related codes for Generative learning of morphological and contrast heterogeneities for self-supervised electron micrograph segmentation

generative-adversarial-network image-generation electron-microscopy nanoparticles microscopy-images particle-size-distribution catalysts transmission-electron-microscopy segmentation-models electron-microscopy-datasets electron-microscopic-images nanoclusters scanning-transmission-electron-microscope segment-anything-model electron-microscopy-image-segmentation single-atom-catalysts
  • Updated Oct 29, 2025
  • Python

Shahhuseyn / 4D-STEM-Autoencoder-Reduction

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Neural-network–based dimensionality reduction of 4D-STEM datasets, including data loading, probe alignment, ADF reconstruction, and autoencoder training for latent-space analysis.

python jupyter-notebook pytorch autoencoder dimensionality-reduction electron-microscopy materials-science unsupervised-learning variational-autoencoder electron-microscopy-datasets 4d-stem electron-microscopy-image-segmentation
  • Updated Mar 22, 2026
  • Jupyter Notebook

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