Repositories list

• zarr-multiscale

  Public
  Python

  •0•1•0•0•Updated Aug 15, 2025Aug 15, 2025

• cellmap-data

  Public
  Utility for loading CellMap data for machine learning training, utilizing PyTorch, TensorStore, Xarray, and PyDantic.

  machine-learningndarraydataloader+ 1zarr

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •2•4•5•0•Updated Aug 15, 2025Aug 15, 2025

• cellmap-analyze

  Public
  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•1•0•0•Updated Aug 12, 2025Aug 12, 2025

• zarrify

  Public
  A simple tool to convert datasets stored in different image formats to zarr array

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•0•0•0•Updated Aug 11, 2025Aug 11, 2025

• c-elegan-experiments

  Public
  Python

  •0•0•0•0•Updated Aug 7, 2025Aug 7, 2025

• cellmap-flow

  Public
  Utility for visualizing results on the fly in neuroglancer

  machine-learningsegmentationneuroglancer

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •1•7•3•3•Updated Aug 5, 2025Aug 5, 2025

• cellmap-segmentation-challenge

  Public
  Repository of scripts to facilitate participation in CellMap's segmentation challenge. This includes downloading data, simple setups for training 2D and 3D models, workflows for prediction and post-processing on out-of-memory arrays, and evaluation of results against validation data.

  machine-learningbiologyartificial-intelligence+ 3segmentationzarrome-ngff

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •10•36•5•2•Updated Aug 2, 2025Aug 2, 2025

• igneous-daskified

  Public
  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•1•0•0•Updated Jul 31, 2025Jul 31, 2025

• multiresolution-mesh-creator

  Public
  Python

  •

  Other

  •2•9•1•1•Updated Jul 30, 2025Jul 30, 2025

• frx-challenges

  Public
  Welcome to Janelia's fork of the FRX Challenges project! This is an open source repository that provides key software components for running competitive data science challenges. FRX stands for Frictionless Reproducibility eXchange. Inspired by Donoho, 2023. This project enables communities to host data challenges with live evaluation.

  CSS

  •

  BSD 3-Clause "New" or "Revised" License

  •5•0•0•0•Updated Jul 7, 2025Jul 7, 2025

• metabolic-liver-zonation

  Public
  Analysis code and workflows for mapping organelle architecture across liver zonation using FIB-SEM. Includes tools for ER–mitochondria contact quantification, morphometrics, and zone-aware analysis. Designed for reproducible, modular exploration of metabolic ultrastructure.

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•0•0•0•Updated Jul 2, 2025Jul 2, 2025

• openorganelle

  Public
  A portal for viewing FIB-SEM datasets

  TypeScript

  •

  Other

  •3•11•26•4•Updated Jun 26, 2025Jun 26, 2025

• dacapo-cellmap-config

  Public
  dacapo Cellmap Related tools

  Python

  •0•0•0•0•Updated Jun 9, 2025Jun 9, 2025

• dacapo

  Public
  A framework for easy application of established machine learning techniques on large, multi-dimensional images.

  machine-learningdeep-learningsegmentation

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •10•59•23•5•Updated May 12, 2025May 12, 2025

• zarr-fractional-rescale

  Public
  Python

  •0•0•0•0•Updated Apr 22, 2025Apr 22, 2025

• openorganelle-blog

  Public
  Periodic content for openorganelle

  BSD 3-Clause "New" or "Revised" License

  •2•0•5•0•Updated Apr 11, 2025Apr 11, 2025

• fibsem-tools

  Public
  Tools for handling FIB-SEM data and annotations

  Python

  •

  MIT License

  •8•22•9•3•Updated Apr 4, 2025Apr 4, 2025

• amira_python_extensions

  Public
  Extensions to Amira for reading and writing common array container formats (HDF5, N5)

  Batchfile

  •2•1•0•0•Updated Mar 26, 2025Mar 26, 2025

• LeibNetz

  Public
  A collection of existing and custom built models for use with cellmap-train and other ML training pipelines.

  Python

  •

  MIT License

  •0•1•3•0•Updated Jan 30, 2025Jan 30, 2025

• cellmap-models

  Public
  Repository of model architectures and network weights used for CellMap segmentations.

  machine-learningsegmentation

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•13•1•0•Updated Jan 15, 2025Jan 15, 2025

• cellmap-n5-to-zarr

  Public
  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •1•0•0•0•Updated Jan 10, 2025Jan 10, 2025

• process-blockwise

  Public
  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•1•1•0•Updated Jan 10, 2025Jan 10, 2025

• n5_to_ome_zarr

  Public
  This program converts a .n5 file into a .zarr file with ome-ngff multiscale metadata .zattrs file

  Python

  •0•3•0•0•Updated Jan 7, 2025Jan 7, 2025

• mrc-to-zarr

  Public
  Convert large mrc files to zarr arrays

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•3•0•0•Updated Nov 6, 2024Nov 6, 2024

• cellmap-schemas

  Public
  Schemas for our data

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •1•2•1•1•Updated Oct 18, 2024Oct 18, 2024

• annotator-metrics

  Public
  Python

  •

  MIT License

  •1•0•0•0•Updated Oct 13, 2024Oct 13, 2024

• rusty_mws

  Public
  A package for a parallelized Rust-based implementation of Mutex Watershed image segmentation, built using MongoDB and Daisy.

  Python

  •

  Apache License 2.0

  •2•1•0•1•Updated Sep 17, 2024Sep 17, 2024

• expr_c-elegans

  Public archive
  Python

  •0•0•0•0•Updated Aug 1, 2024Aug 1, 2024

• neuroglancer

  Public
  WebGL-based viewer for volumetric data

  TypeScript

  •

  Apache License 2.0

  •326•0•0•0•Updated Jul 23, 2024Jul 23, 2024

• cellmap-nuclei

  Public
  Generating nucleus segmentations for FIB-SEM datasets of cells and tissues

  BSD 3-Clause "New" or "Revised" License

  •0•1•30•0•Updated Jul 2, 2024Jul 2, 2024