n2v by juglab

This is the implementation of Noise2Void training.

created at Jan. 11, 2019, 5:43 p.m.

Python

19 +0

382 +0

107 +0

GitHub
axondeepseg by axondeepseg

Axon/Myelin segmentation using Deep Learning

created at Sept. 26, 2016, 2:20 p.m.

Python

13 +0

113 +0

32 +0

GitHub
cloud-volume by seung-lab

Read and write Neuroglancer datasets programmatically.

created at July 25, 2017, 5:34 p.m.

Python

29 +0

127 +1

42 +0

GitHub
brainreg-napari by brainglobe

Automated 3D brain registration in napari with support for multiple species and atlases.

created at July 2, 2021, 2:11 p.m.

Python

5 +0

14 +0

6 +0

GitHub
ilastik by ilastik

ilastik-shell, applets, and workflows to string them together.

created at May 8, 2012, 3:59 p.m.

Python

41 +0

342 +0

130 +0

GitHub
HistoClean by HistoCleanQUB

HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings together the most popular image processing packages from across the python universe, meaning no more looking at documentation! HistoClean provides real time feedback to augmentations and preprocessing options. This allows users to evaluate their steps before implementation.

created at May 5, 2021, 3:38 p.m.

Python

2 +0

27 +0

6 +0

GitHub
CellProfiler by CellProfiler

An open-source application for biological image analysis

created at April 5, 2011, 12:10 p.m.

Python

44 +0

873 +2

368 +0

GitHub
DECODE by TuragaLab

This is the official implementation of our publication "Deep learning enables fast and dense single-molecule localization with high accuracy" (Nature Methods)

created at Aug. 6, 2020, 11:13 p.m.

Python

7 +0

87 +1

26 +0

GitHub
PartSeg by 4DNucleome

Tool for segmentation in bioimaging

created at Jan. 18, 2019, 2:56 p.m.

Python

3 +0

28 +0

8 +0

GitHub
nefi by 05dirnbe

Network Extraction From Images

created at March 31, 2016, 8:20 a.m.

Python

7 +0

32 +0

14 +0

GitHub
empanada by volume-em

Panoptic segmentation algorithms for 2D and 3D electron microscopy images

created at Dec. 1, 2021, 4:02 p.m.

Python

1 +0

2 +0

0 +0

GitHub
CaImAn by flatironinstitute

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

created at Aug. 6, 2015, 1:58 p.m.

Python

47 +0

612 +2

361 +1

GitHub
stardist by stardist

StarDist - Object Detection with Star-convex Shapes

created at June 26, 2018, 7:54 p.m.

Python

29 +0

847 +5

215 +1

GitHub
napari-aicsimageio by AllenCellModeling

Multiple file format reading directly into napari using pure Python

created at March 20, 2020, 5:52 p.m.

Python

7 +0

32 +0

9 +0

GitHub
ColiCoords by Jhsmit

Single-cell fluorescence microscopy data analysis

created at May 30, 2017, 12:26 p.m.

Python

7 +0

24 +0

8 +0

GitHub
image-quality by ocampor

Image quality is an open source software library for Image Quality Assessment (IQA).

created at July 6, 2019, 4:28 p.m.

Python

10 +0

384 +1

84 +0

GitHub
dypfish by cbib

Python library for statistical analysis of mRNA and protein distributions in fluorescent microscopy images

created at Dec. 15, 2017, 8:56 a.m.

Python

7 +0

1 +0

1 +0

GitHub
brainglobe-atlasapi by brainglobe

A lightweight python module to interact with atlases for systems neuroscience

created at April 30, 2020, 11:10 a.m.

Python

10 +0

117 +0

24 +0

GitHub
spotiflow by weigertlab

Accurate and efficient spot detection for microscopy data

created at Feb. 2, 2024, 5:28 p.m.

Python

3 +0

46 +1

4 +0

GitHub
htsimaging by rraadd88

🔬Python package for high-throughput single-cell imaging analysis.

created at Feb. 21, 2016, 10:25 a.m.

Python

2 +0

5 +0

1 +0

GitHub