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BioImageDbs

This is the released version of BioImageDbs; for the devel version, see BioImageDbs.

All Bioconductor versions of BioImageDbs

3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20, 3.19, 3.18, 3.17, 3.16, 3.15, 3.14, 3.13

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

Bioconductor version: 3.23 · Package version: 1.20.0

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.

Author: Satoshi Kume [aut, cre] ORCID iD ORCID: 0000-0001-7481-2843 , Kozo Nishida [aut] ORCID iD ORCID: 0000-0001-8501-7319

Maintainer: Satoshi Kume <satoshi.kume.1984 at gmail.com>

DOI: 10.18129/B9.bioc.BioImageDbs

Citation

From within R, enter citation("BioImageDbs"):

Satoshi Kume, Kozo Nishida. BioImageDbs: Bio- and biomedical imaging dataset for machine learning and deep learning (for ExperimentHub). doi:10.18129/B9.bioc.BioImageDbs, R package version 1.20.0, https://bioconductor.org/packages/BioImageDbs.

Generated from the package metadata; it may differ from the package's own citation.

Installation

To install this package, start R (version "4.6") and enter:

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("BioImageDbs")

For older versions of R, please refer to the appropriate Bioconductor release.

Details

Version1.20.0
LicenseArtistic-2.0
URLhttps://kumes.github.io/BioImageDbs/
Last updated2026-05-05
In Bioconductor sinceBioC 3.13 (R-4.1) (5 years)
Downloads rank303 of 434
Source branchRELEASE_3_23
Build report Bioconductor build system, r-universe
biocViewsCellCulture, ExperimentData, ExperimentHub, Tissue
Package Short Url https://bioconductor.org/packages/BioImageDbs/

Documentation

Reference ManualPDF

Download

Follow the installation instructions to use this package in your R session.

Source packageBioImageDbs_1.20.0.tar.gz
Source Repositorygit clone https://git.bioconductor.org/packages/BioImageDbs
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/BioImageDbs
Package Downloads ReportDownload Stats
Dependencies

Depends: R (>= 4.1.0)

Imports: ExperimentHub, AnnotationHub, markdown, rmarkdown, EBImage, magick, magrittr, filesstrings, animation, einsum

Suggests: knitr, BiocStyle, purrr