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PolarBean / DeepSlice

A python package which aligns histology to the Allen Brain Atlas and Waxholm rat atlas using deep learning.

Why this job: matched by what the repo talks about: brain, package, learn, deep

What it does

DeepSlice is a python library which automatically aligns mouse histology with the allen brain atlas common coordinate framework (and now rat brain histology to the Waxholm rat brain atlas, though this is in beta). The alignments are viewable, and refinable, using the QuickNII software package. DeepSlice requires no preprocessing and works on any stain, however we have found it performs best on brightfield images. At present one limitation is that it only works on Coronally cut sections, we will release an update in the future for sagittal and horizontally cut histology.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit today
Stars
134
On GitHub
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
1.2.8
Released 5 months ago
Built with
Python
100% of the code

Is it looked after?

Contributors
1
Last 90 days
Issues
89% closed
8 still open
Pull requests
15 merged
1 waiting
Releases
29
2 in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 100%

Topics

  • machine-learning
  • deep-learning
  • histology
  • histological-images
  • brain-imaging
  • automation
  • python
  • brainmap
  • brainmaps
  • neuroscience

Project record

  • JobNotes and knowledge
  • StatusListed
  • Commits237
  • Forks35
  • Watching8
  • Stars in 28 days0
  • CreatedJun 22, 2020
  • First seen by usNov 7, 2026
  • CheckedNov 12, 2026

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