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
