Published February 25, 2025 | Version v1
Dataset Open

Transmission electron microscopy images and deep Learning-predicted segmentation for statistical analysis of cobalt oxide nanoparticles

Authors/Creators

  • 1. EDMO icon Lawrence Berkeley National Lab
  • 2. ROR icon University of California, Berkeley

Description

  • Example dataset of TEM images and their corresponding segmentation results (https://pubs.acs.org/doi/10.1021/acsnano.4c09312).
  • Example dataset of TEM images with pixel sizes ranging from 67 to 86 pm and hand-labeled images for neural network model training. The relevant neural network training script is available on GitHub: https://github.com/ScottLabUCB/NN_training.

Files

Segmented_images.zip

Files (8.1 GB)

Name Size
md5:63edc9b44264f8a1397bff806d58eade
28.5 MB Preview Download
md5:d1e991346d07b8a112c4b6dbfd8367ba
6.4 GB Preview Download
md5:caac404a7ea2c65b2403aee5728a70eb
536.9 MB Download
md5:087a4df4cd67fa97cdf790c40bdc828b
1.1 GB Download

Additional details

Related works

Is cited by
Journal article: https://pubs.acs.org/doi/10.1021/acsnano.4c09312 (URL)
Is supplement to
Computational notebook: https://github.com/ScottLabUCB/NN_training (URL)

Software

Repository URL
https://github.com/ScottLabUCB/NN_training