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emps

EMPS: Electron Microscopy Particle Segmentation

https://github.com/dataset-ninja/emps

Science Score: 18.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (0.6%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

EMPS: Electron Microscopy Particle Segmentation

Basic Info
  • Host: GitHub
  • Owner: dataset-ninja
  • License: other
  • Language: Python
  • Default Branch: main
  • Size: 19.5 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 2 years ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation

README.md

EMPS: Electron Microscopy Particle Segmentation

EMPS is a dataset for instance segmentation, semantic segmentation, and object detection tasks.

Owner

  • Name: dataset-ninja
  • Login: dataset-ninja
  • Kind: organization

Citation (CITATION.md) 

If you make use of the EMPS data, please cite the following reference:

``` bibtex
@article{doi:10.1021/acs.jcim.0c01455,
  author = {Yildirim, Batuhan and Cole, Jacqueline M.},
  title = {Bayesian Particle Instance Segmentation for Electron Microscopy Image Quantification},
  journal = {Journal of Chemical Information and Modeling},
  volume = {61},
  number = {3},
  pages = {1136-1149},
  year = {2021},
  doi = {10.1021/acs.jcim.0c01455},
  note ={PMID: 33682402},
  URL = {https://doi.org/10.1021/acs.jcim.0c01455},
  eprint = {https://doi.org/10.1021/acs.jcim.0c01455}
}
```

[Source](['https://pubs.acs.org/doi/10.1021/acs.jcim.0c01455'])

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Dependencies

requirements.txt pypi