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BioImageDbs

Bioc current

Bio- and biomedical imaging dataset for machine learning and deep learning (for ExperimentHub)

v1.20.0 · experiment · Artistic-2.0

Release Lineage

Entered 3.13 · May 20, 2021

Current · Requires R 4.6

1.0 In 11 of 49 releases 3.23

Description

The package provides a bioimage dataset for the image analysis using machine learning and deep learning. The dataset includes microscopy imaging data with supervised labels. The data is provided as R list data that can be loaded to Keras/tensorflow in R.

Code intelligence has not been computed for this package yet.

Code

Structure

Lines of code

6,115

Files

45

Compiled share

0%

Has compiled src

No

Language breakdown

Docs 26 (0.4%)Vignettes 6,089 (99.6%)

API

Exported functions

Internal functions

0

Testing & CI

Has tests

No

Test-to-code ratio

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Roxygen coverage

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

4.1.0

System requirements

C++ standard

License

Artistic-2.0

License flags

SPDX valid, OSI approved

History

Versions

11

First release

2021-09-19

Latest release

2026-04-28

Avg cadence

182 days

Cold removal rate

Dep drift

1

LOC over versions

v3.13: 1,527 LOCv3.14: 6,115 LOCv3.15: 6,115 LOCv3.16: 6,115 LOCv3.17: 6,115 LOCv3.18: 6,115 LOCv3.19: 6,115 LOCv3.20: 6,115 LOCv3.21: 6,115 LOCv3.22: 6,115 LOCv3.23: 6,115 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/bioc-code-metrics.

Topics

People

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("BioImageDbs")
Kume, S., & Nishida, K. (2026). BioImageDbs: Bio- and biomedical imaging dataset for machine learning and deep learning (for ExperimentHub) (Version 1.20.0) [Computer software]. https://bioconductor.org/packages/BioImageDbs

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for BioImageDbs version 1.20.0 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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