The napari hub is transitioning to a community-run implementation due to launch in June 2025.
Since October 1, 2024, this version is no longer actively maintained and will not be updated. New plugins and plugin updates will continue to be listed.

napari-dab-cellcount

napari-dab-cellcount

A napari plugin for counting cells.

A napari plugin to count cells using a U-Net for cell identification

Model uses ResNet architecture layers as encoders, and requires custom trained model weights (model trained using resnet50 imagenet1_v1 pretrained weights as starting point)

Current Model works well for DAB stained neuronal cells of 30micron mouse brain sections

Install using: pip install napari_dab_cellcount

Run using: napari napari_dab_cellcount

Version:

  • 0.1.4

Last updated:

  • 21 March 2024

First released:

  • 13 March 2024

License:

Supported data:

  • Information not submitted

Plugin type:

  • Information not submitted

GitHub activity:

  • Stars: 0
  • Forks: 0
  • Issues + PRs: 0

Python versions supported:

Operating system:

Requirements:

  • napari
  • napari-plugin-engine>=0.1.4
  • PyQt5
  • PyQt5.sip
  • numpy
  • numba
  • scipy
  • torch
  • opencv-python-headless
  • natsort
  • tqdm
  • imagecodecs
  • tifffile