Sample Data¶

All example notebooks use real microscopy data shipped with the repository under Sample_data/. The folder is organised by imaging modality, with a separate sub-tree for labelled training and test splits. Click a card for the full description and attribution.

Electron Microscopy

Sample_data/em/ — SEM images and TEM/EDS data files.

Electron microscopy sample

Atomic Force Microscopy

Sample_data/afm/ — Surface topography scan in Bruker SPM format.

AFM topography sample

EBC1 — Barrier Coating

Train_test_images/EBC1/ — Annotated SEM dataset for segmentation.

EBC1 SEM sample

TiO₂ EM Dataset

Train_test_images/TiO2_EM/ — Annotated SEM nanoparticle images.

TiO2 EM sample

SiO₂ Lithiation

Train_test_images/SiO2_lithiation/ — In-situ TEM video sequence.

SiO2 lithiation frame

Bulk Water

Train_test_images/bulk_water/ — Fluorescence particle-tracking frames.

Bulk water fluorescence frame