cellgeni/tiled_cellpose

subworkflow

A tiled version of CellPose to faciliate processing of large images on HPC

cellpose segmentation instance segmentation deep-learning large-scale image processing

Module Information

Repository
https://github.com/cellgeni/nf-modules/tree/main/subworkflows/sanger-cellgeni/tiled_segmentation
Source
Sanger (cellgeni)
Organization
cellgeni
Authors
@BioinfoTongLI
Maintainers
@BioinfoTongLI

Inputs

Name Type Description
meta map Groovy Map containing sample information e.g. `[ id:'test' ]`
images file The input channel containing the image files Structure: [ val(meta), path(image) ]
method string The method to use for segmentation Options: [ 'cellpose', 'stardist', 'instanseg' ]

Outputs

Name Type Description
wkt file 2D segmentation polygons in wkt format Structure: [ val(meta), path(wkt) ]
versions file File containing software versions Structure: [ path(versions.yml) ]

Quick Start

Include this subworkflow in your Nextflow pipeline:

include { TILED_CELLPOSE } from 'https://github.com/cellgeni/nf-modules/tree/main/subworkflows/sanger-cellgeni/tiled_segmentation'
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