SyMBac by georgeoshardo

Accurate segmentation of bacterial microscope images using synthetically generated image data.

created at Feb. 9, 2021, 2:57 a.m.

Jupyter Notebook

4 +0

17 +0

9 +1

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
suite2p by MouseLand

cell detection in calcium imaging recordings

created at July 16, 2018, 6:12 p.m.

Jupyter Notebook

18 +0

329 +0

237 +1

GitHub
CellProfiler by CellProfiler

An open-source application for biological image analysis

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

Python

44 +0

869 +3

366 +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

85 +0

26 +0

GitHub
PartSeg by 4DNucleome

Tool for segmentation in bioimaging

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

Python

3 +0

27 +0

7 +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
BactMAP by vrrenske

gateway for segmentation data to Rstats & visualization with ggplot2 - in development

created at Oct. 4, 2016, 3:18 p.m.

R

1 +0

4 +0

4 +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

1 +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

610 +1

356 +0

GitHub
em-scalebartools by lukmuk

Fiji/ImageJ macros to quickly add a scale bar to an (electron microscopy) image.

created at Aug. 10, 2021, 9:41 a.m.

ImageJ Macro

2 +0

11 +0

1 +0

GitHub
stardist by stardist

StarDist - Object Detection with Star-convex Shapes

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

Python

29 +0

828 +2

213 +0

GitHub
ZFVascularQuantification by ElisabethKugler

#ZVQ - Zebrafish Vascular Quantification - https://doi.org/10.1242/dev.199720

created at Aug. 10, 2020, 1:59 p.m.

ImageJ Macro

2 +0

10 +0

0 +0

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
FFT by hsueh-lab

Fungal Feature Tracker (FFT): A tool to quantitatively characterize morphology and growth of filamentous fungi

created at May 14, 2019, 3:03 a.m.

HTML

2 +0

13 +0

3 +0

GitHub
DetecDiv by gcharvin

DetecDiv provides a comprehensive set of tools to analyze time microscopy images using deep learning methods. The software structure is such that data can be processed either at the command line or using a graphical user-interface. Detecdiv classification models include : image classification and regression, semantic segmentation, LSTM networks to analyze data and image timeseries.

created at March 18, 2020, 1:57 p.m.

MATLAB

4 +0

8 +0

4 +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
XitoSBML by spatialsimulator

XitoSBML - the spatial SBML plugin for ImageJ

created at Nov. 3, 2016, 6:28 a.m.

HTML

5 +0

7 +0

5 +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

382 +0

84 +2

GitHub
ZstackDepthColorCode by UU-cellbiology

Z-stack Depth Colorcode ImageJ FIJI plugin

created at Jan. 11, 2021, 3:31 p.m.

Java

3 +0

21 +0

6 +0

GitHub