Ecosyste.ms: Packages

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pypi.org "image-analysis" keyword

cucim-cu11 24.4.0
cuCIM - an extensible toolkit designed to provide GPU accelerated I/O, computer vision & image pr...
3 versions - Latest release: 28 days ago - 299 downloads last month - 310 stars on GitHub - 3 maintainers
cucim-cu12 24.4.0
cuCIM - an extensible toolkit designed to provide GPU accelerated I/O, computer vision & image pr...
3 versions - Latest release: 28 days ago - 2.21 thousand downloads last month - 310 stars on GitHub - 3 maintainers
Top 2.7% on pypi.org
cucim 23.10.0
cuCIM - an extensible toolkit designed to provide GPU accelerated I/O, computer vision & image pr...
31 versions - Latest release: 7 months ago - 11 dependent packages - 43 dependent repositories - 7.73 thousand downloads last month - 310 stars on GitHub - 5 maintainers
impy-array 2.4.1
Speed up coding/extending image analysis in Python.
29 versions - Latest release: about 1 month ago - 1 dependent repositories - 1.42 thousand downloads last month - 29 stars on GitHub - 1 maintainer
Top 7.7% on pypi.org
tiatoolbox 1.5.1
Computational pathology toolbox developed by TIA Centre.
25 versions - Latest release: 5 months ago - 1 dependent package - 1 dependent repositories - 962 downloads last month - 321 stars on GitHub - 4 maintainers
Top 5.8% on pypi.org
plantcv 4.2.1
An image processing package for plant phenotyping.
33 versions - Latest release: 4 months ago - 25 dependent repositories - 2.8 thousand downloads last month - 612 stars on GitHub - 1 maintainer
obia4rtm 1.0
Object-Based Image Analysis Tools for Radiative Transfer Modelling
1 version - Latest release: about 4 years ago - 1 dependent repositories - 11 downloads last month - 18 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
itkwidgets 0.32.6
Interactive Jupyter widgets to visualize images, point sets, and meshes in 2D and 3D
121 versions - Latest release: about 1 year ago - 9 dependent packages - 82 dependent repositories - 12.6 thousand downloads last month - 571 stars on GitHub - 3 maintainers
iminspect 1.3.11
Qt-based GUI to visualize image-like data.
19 versions - Latest release: 2 days ago - 1 dependent repositories - 407 downloads last month - 1 stars on GitHub - 1 maintainer
fastddm 0.3.10
A Python/C++ library for the analysis of Differential Dynamic Microscopy experiments
5 versions - Latest release: about 1 month ago - 344 downloads last month - 2 stars on GitHub - 2 maintainers
Top 1.1% on pypi.org
itk 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
50 versions - Latest release: over 1 year ago - 70 dependent packages - 220 dependent repositories - 46.4 thousand downloads last month - 1,336 stars on GitHub - 5 maintainers
itk-gpufinitedifference 0.2.0 💰
Base classes for ITK finite difference filters accelerated with OpenCL.
1 version - Latest release: over 4 years ago - 1 dependent repositories - 36 downloads last month - 1,336 stars on GitHub - 2 maintainers
itk-gpuimagefilterbase 0.2.0 💰
Base classes for ITK image filters accelerated with OpenCL.
1 version - Latest release: over 4 years ago - 1 dependent repositories - 38 downloads last month - 1,336 stars on GitHub - 2 maintainers
Top 1.5% on pypi.org
itk-io 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
49 versions - Latest release: over 1 year ago - 13 dependent packages - 58 dependent repositories - 48.3 thousand downloads last month - 1,336 stars on GitHub - 4 maintainers
itk-gpucommon 0.2.0 💰
Core classes for ITK filters accelerated with OpenCL.
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 69 downloads last month - 1,336 stars on GitHub - 2 maintainers
Top 1.6% on pypi.org
itk-numerics 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
32 versions - Latest release: over 1 year ago - 4 dependent packages - 71 dependent repositories - 50.4 thousand downloads last month - 1,336 stars on GitHub - 5 maintainers
Top 1.9% on pypi.org
itk-segmentation 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
49 versions - Latest release: over 1 year ago - 2 dependent packages - 51 dependent repositories - 45.2 thousand downloads last month - 1,336 stars on GitHub - 5 maintainers
Top 1.5% on pypi.org
itk-filtering 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
38 versions - Latest release: over 1 year ago - 9 dependent packages - 73 dependent repositories - 51.1 thousand downloads last month - 1,336 stars on GitHub - 5 maintainers
Top 1.9% on pypi.org
itk-registration 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
43 versions - Latest release: over 1 year ago - 3 dependent packages - 51 dependent repositories - 45.8 thousand downloads last month - 1,336 stars on GitHub - 8 maintainers
Top 1.4% on pypi.org
itk-core 5.3.0 💰
ITK is an open-source toolkit for multidimensional image analysis
41 versions - Latest release: over 1 year ago - 8 dependent packages - 78 dependent repositories - 54.3 thousand downloads last month - 1,336 stars on GitHub - 5 maintainers
itk-gpusmoothing 0.2.0 💰
Common smoothing filters accelerated with OpenCL.
1 version - Latest release: over 4 years ago - 1 dependent repositories - 32 downloads last month - 1,336 stars on GitHub - 2 maintainers
Top 4.0% on pypi.org
image-quality 1.2.7 💰
Image quality is an open source software library for Automatic Image Quality Assessment (IQA).
11 versions - Latest release: about 3 years ago - 1 dependent package - 18 dependent repositories - 2.35 thousand downloads last month - 382 stars on GitHub - 1 maintainer
llspy 0.5.1
Lattice Light Sheet Processing Tools.
2 versions - Latest release: about 1 month ago - 1 dependent repositories - 29 downloads last month - 25 stars on GitHub - 2 maintainers
Top 5.3% on pypi.org
diplib 3.4.3
Python bindings for DIPlib, the quantitative image analysis library
14 versions - Latest release: about 2 months ago - 4 dependent packages - 6 dependent repositories - 3.37 thousand downloads last month - 206 stars on GitHub - 4 maintainers
pathml 2.1.1
Tools for computational pathology
15 versions - Latest release: 12 months ago - 1 dependent repositories - 283 downloads last month - 360 stars on GitHub - 4 maintainers
Top 3.2% on pypi.org
squidpy 1.4.1
Spatial Single Cell Analysis in Python
13 versions - Latest release: 3 months ago - 31 dependent packages - 23 dependent repositories - 7.3 thousand downloads last month - 390 stars on GitHub - 3 maintainers
segmentation-evaluation 1.0.4
Segmentation evaluation tool
4 versions - Latest release: over 4 years ago - 1 dependent repositories - 34 downloads last month - 5 stars on GitHub - 1 maintainer
Top 5.9% on pypi.org
porespy 2.4.1
A set of tools for analyzing 3D images of porous materials
24 versions - Latest release: about 2 months ago - 10 dependent repositories - 1.76 thousand downloads last month - 279 stars on GitHub - 4 maintainers
par-segmentation 0.1.12
Cell cortex segmentation in C. elegans PAR protein images
13 versions - Latest release: 6 months ago - 1 dependent package - 1 dependent repositories - 74 downloads last month - 1 stars on GitHub - 2 maintainers
fuse-toolkit 0.1.0b20
FUSE toolkit supports fluorescent cell image alignment and analysis.
16 versions - Latest release: 2 months ago - 154 downloads last month - 0 stars on GitHub - 1 maintainer
omero-slurm-client 1.1.2
deprecated omero_slurm_client package, use biomero instead
4 versions - Latest release: 3 months ago - 155 downloads last month - 7 stars on GitHub - 2 maintainers
frc 0.1.1
Library for computing Fourier Ring Correlation (FRC) curves and using them to determine image res...
2 versions - Latest release: about 1 month ago - 1 dependent repositories - 70 downloads last month - 1 stars on GitHub - 2 maintainers
napari-time-series-plotter 0.0.6
A Plugin for napari to visualize pixel values over the first dimension (time -> t+3D, t+2D) as gr...
6 versions - Latest release: 10 months ago - 1 dependent package - 1 dependent repositories - 45 downloads last month - 10 stars on GitHub - 1 maintainer
py-image-dedup 2.0.0 💰
A library to find duplicate images and delete unwanted ones
2 versions - Latest release: over 3 years ago - 1 dependent repositories - 63 downloads last month - 149 stars on GitHub - 2 maintainers
biomero 1.8.0
A python library for easy connecting between OMERO (jobs) and a Slurm cluster
9 versions - Latest release: about 1 month ago - 136 downloads last month - 7 stars on GitHub - 2 maintainers
officialeye 1.2.2
AI-powered generic document-analysis tool
7 versions - Latest release: 3 months ago - 57 downloads last month - 5 stars on GitHub - 2 maintainers
image-match-altamente 1.1.2
image_match is a simple package for finding approximate image matches from a corpus.
1 version - Latest release: over 4 years ago - 1 dependent repositories - 24 downloads last month - 2,915 stars on GitHub - 2 maintainers
nellie 0.1.8
Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cel...
8 versions - Latest release: 13 days ago - 339 downloads last month - 26 stars on GitHub - 2 maintainers
pyclesperanto 0.10.1
GPU-accelerated image processing in python using OpenCL
17 versions - Latest release: 22 days ago - 3.05 thousand downloads last month - 28 stars on GitHub - 2 maintainers
spatialprofilingtoolbox 0.23.0
Toolbox for spatial analysis of single cell data.
87 versions - Latest release: 7 days ago - 1 dependent package - 1 dependent repositories - 380 downloads last month - 22 stars on GitHub - 1 maintainer
facetorch 0.5.0 💰
Face analysis PyTorch framework.
25 versions - Latest release: 3 months ago - 1 dependent repositories - 708 downloads last month - 409 stars on GitHub - 1 maintainer
Top 1.6% on pypi.org
simpleitk 2.3.1
SimpleITK is a simplified interface to the Insight Toolkit (ITK) for image registration and segme...
33 versions - Latest release: 6 months ago - 58 dependent packages - 260 dependent repositories - 225 thousand downloads last month - 831 stars on GitHub - 4 maintainers
cactool 0.6.2
An easy way to collaboratively code social media posts for manual content and discourse analysis
12 versions - Latest release: 10 months ago - 74 downloads last month - 17 stars on GitHub - 2 maintainers
Top 4.3% on pypi.org
platipy 0.7.1
Processing Library and Analysis Toolkit for Medical Imaging in Python
19 versions - Latest release: 7 months ago - 3 dependent packages - 9 dependent repositories - 823 downloads last month - 85 stars on GitHub - 2 maintainers
quantimpy 0.4.6
This package performs morphological operations and can compute the Minkowski functionals and func...
17 versions - Latest release: almost 2 years ago - 1 dependent repositories - 1.09 thousand downloads last month - 10 stars on GitHub - 1 maintainer
optidash 1.0.2
Official Python integration for Optidash API
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 27 downloads last month - 4 stars on GitHub - 1 maintainer
delaunay-watershed-2d 0.1.5
Geometrical reconstruction of cell assemblies from instance segmentations
5 versions - Latest release: 5 months ago - 63 downloads last month - 1 stars on GitHub - 6 maintainers
mednoise 1.2.4
mednoise is a python package that contains algorithms to handle and edit large amounts of image-b...
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 14 downloads last month - 2 stars on GitHub - 2 maintainers
gari 1.4 💰
Reproducing Image using Genetic Algorithm
1 version - Latest release: almost 6 years ago - 1 dependent repositories - 45 downloads last month - 49 stars on GitHub - 1 maintainer
Top 4.3% on pypi.org
pytorch_ssim 0.1
Differentiable structural similarity (SSIM) index
1 version - Latest release: over 6 years ago - 7 dependent repositories - 2.22 thousand downloads last month - 1,786 stars on GitHub - 1 maintainer
enginecrawler 1.3
Scraping images from the web.
4 versions - Latest release: over 3 years ago - 1 dependent repositories - 44 downloads last month - 6 stars on GitHub - 2 maintainers
Top 8.1% on pypi.org
clustimage 1.5.20 💰
Python package clustimage is for unsupervised clustering of images.
53 versions - Latest release: 9 months ago - 1 dependent package - 3 dependent repositories - 723 downloads last month - 78 stars on GitHub - 2 maintainers
vampire-analysis 0.0.1
VAMPIRE (Visually Aided Morpho-Phenotyping Image Recognition) analysis quantifies and visualizes ...
16 versions - Latest release: over 2 years ago - 1 dependent repositories - 70 downloads last month - 2 stars on GitHub - 2 maintainers
Top 6.8% on pypi.org
fpzip 1.2.3
Numpy wrapper for fpzip algorithm (P. Lindstrom & M. Isenburg, 2006)
15 versions - Latest release: 5 months ago - 1 dependent package - 12 dependent repositories - 20.9 thousand downloads last month - 32 stars on GitHub - 2 maintainers
image-match3 1.1.3
image_match is a simple package for finding approximate image matches from a corpus.
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 79 downloads last month - 2,915 stars on GitHub - 2 maintainers
pyautocv 0.3.1
(Semi) Automated Image Processing
4 versions - Latest release: almost 3 years ago - 1 dependent repositories - 22 downloads last month - 3 stars on GitHub - 2 maintainers
cytounet 0.2.2
Deep Learning based Cell Segmentation
4 versions - Latest release: about 2 years ago - 1 dependent repositories - 25 downloads last month - 6 stars on GitHub - 1 maintainer
tintx 2022.12.2
Tracking facility to track rainfall and other non-continous data.
9 versions - Latest release: over 1 year ago - 68 downloads last month - 15 stars on GitHub - 2 maintainers
discco 0.2.7
Quantification of membrane and cytoplasmic concentrations based on differentiable simulation of c...
9 versions - Latest release: 6 months ago - 51 downloads last month - 0 stars on GitHub - 1 maintainer
ikt 0.2.0
Python tool to detect image content and make tags suggestions.
2 versions - Latest release: almost 4 years ago - 1 dependent repositories - 18 downloads last month - 3 stars on GitHub - 2 maintainers
abraia 0.14.0
Abraia Multiple SDK
85 versions - Latest release: about 1 month ago - 615 downloads last month - 7 stars on GitHub - 1 maintainer
image-kit 0.0.3
A module for basic image processing.
1 version - Latest release: over 4 years ago - 1 dependent repositories - 422 downloads last month - 5 stars on GitHub - 1 maintainer
pyslide 0.5.0
Python whole slide image analysis toolkit
9 versions - Latest release: about 1 year ago - 3 dependent repositories - 136 downloads last month - 48 stars on GitHub - 2 maintainers
bildkedde 0.0.1.dev0
Lightweight sensor modeling package
1 version - Latest release: about 3 years ago - 22 downloads last month - 1 stars on GitHub - 2 maintainers
radiantkit 0.0.1
Radial Image Analysis Toolkit
1 version - Latest release: about 5 years ago - 1 dependent repositories - 12 downloads last month - 2 stars on GitHub - 2 maintainers
nd2file 0.0.1.dev2
Access Nikon NIS-Elements ND2 files
2 versions - Latest release: about 4 years ago - 2 dependent packages - 1 dependent repositories - 29 downloads last month - 0 stars on GitHub - 2 maintainers
mfisp 0.0.1.dev2
microfluidic image stack processing, currently contains two tools: for registration, for auto-rot...
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 14 downloads last month - 0 stars on GitHub - 2 maintainers
cellseg 0.0.0
Multiclass Cell Segmentation
1 version - Latest release: about 3 years ago - 1 dependent repositories - 12 downloads last month - 6 stars on GitHub - 1 maintainer
cv2filters 0.2.6 💰
Unleash the power of OpenCV with CV2Filters, the ultimate image processing wrapper for all skill ...
9 versions - Latest release: 7 months ago - 176 downloads last month - 3 stars on GitHub - 2 maintainers
displacenet 0.1
Recognising Displaced People from Images by Exploiting Dominance Level
1 version - Latest release: almost 5 years ago - 1 dependent repositories - 14 downloads last month - 6 stars on GitHub - 2 maintainers
pixaven 1.0.2
Official Python integration for the Pixaven Image API
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 11 downloads last month - 1 stars on GitHub - 2 maintainers
cornea 1.1.0
A PyPI package to extract insightful information about an image using Machine Intelligence
3 versions - Latest release: over 4 years ago - 1 dependent repositories - 20 downloads last month - 1 maintainer
xptools 0.38.post1
Image and video analysis tools for experimental sciences
9 versions - Latest release: about 5 years ago - 1 dependent repositories - 70 downloads last month - 2 stars on GitHub - 2 maintainers
acquifer 2.0.0
Utilitary functions when working with image datasets acquired with an ACQUIFER Imaging Machine mi...
2 versions - Latest release: 2 months ago - 58 downloads last month - 0 stars on GitHub - 2 maintainers
compimg 0.2.2
Image similarity metrics.
5 versions - Latest release: almost 4 years ago - 1 dependent repositories - 94 downloads last month - 15 stars on GitHub - 2 maintainers
pyimq 0.1
pyimq is a small software utility that allows the ordering/sorting of image datasets, according t...
1 version - Latest release: over 3 years ago - 1 dependent repositories - 14 downloads last month - 16 stars on GitHub - 2 maintainers
cellfinder-core 1.0.0
Automated 3D cell detection in large microscopy images
32 versions - Latest release: 4 months ago - 3 dependent packages - 1 dependent repositories - 1.32 thousand downloads last month - 19 stars on GitHub - 1 maintainer
imago 1.0.5
Imago is a python tool that extract digital evidences from images.
1 version - Latest release: over 5 years ago - 1 dependent repositories - 109 downloads last month - 238 stars on GitHub - 2 maintainers
movemeter 0.6.0
A motion analysis tool
6 versions - Latest release: 9 months ago - 1 dependent package - 1 dependent repositories - 51 downloads last month - 0 stars on GitHub - 2 maintainers
sldtk 0.1.0
The Solar Limb Darkening Toolkit
1 version - Latest release: over 6 years ago - 1 dependent repositories - 11 downloads last month - 2 stars on GitHub - 2 maintainers
rainbow-optical-flow 2022.4.6
Automated air liquid interface cell culture analysis using deep optical flow.
1 version - Latest release: about 2 years ago - 1 dependent repositories - 15 downloads last month - 4 stars on GitHub - 2 maintainers
imagenetwork 0.1
Create networks of N dimensional binary images for analysis.
1 version - Latest release: almost 4 years ago - 1 dependent repositories - 7 downloads last month - 2 stars on GitHub - 2 maintainers
Top 7.4% on pypi.org
simpleitk-simpleelastix 2.4.0.dev67
SimpleITK is a simplified interface to the Insight Toolkit (ITK) for image registration and segme...
7 versions - Latest release: 5 months ago - 3 dependent packages - 1 dependent repositories - 1.54 thousand downloads last month - 831 stars on GitHub - 1 maintainer
napari-j 0.2.4
A plugin to exchange data with FIJI and to use FIJI image analysis from napari
6 versions - Latest release: over 1 year ago - 1 dependent repositories - 54 downloads last month - 3 stars on GitHub - 4 maintainers
mycelyso-inspector 1.0.0
MYCElium anaLYsis SOftware - Inspector
10 versions - Latest release: over 4 years ago - 1 dependent repositories - 60 downloads last month - 2 stars on GitHub - 2 maintainers
molyso 1.0.6
MOther machine anaLYsis SOftware
7 versions - Latest release: over 3 years ago - 5 dependent repositories - 59 downloads last month - 9 stars on GitHub - 2 maintainers
cardiac-mps 2023.3.0
Tools for working with caridac mps files
10 versions - Latest release: 6 months ago - 2 dependent packages - 1 dependent repositories - 96 downloads last month - 0 stars on GitHub - 1 maintainer
colonyscanalyser 0.6.2
An image analysis tool for measuring microorganism colony growth
18 versions - Latest release: over 3 years ago - 1 dependent repositories - 138 downloads last month - 11 stars on GitHub - 1 maintainer
image-analysis 0.1.8
Python-based software for XRD data analysis.
18 versions - Latest release: about 1 year ago - 80 downloads last month - 1 stars on GitHub - 1 maintainer
pie 1.0.1
Colony recognition and growth measurement for microbial imaging
2 versions - Latest release: over 1 year ago - 3 dependent repositories - 563 downloads last month - 4 stars on GitHub - 2 maintainers
mycelyso 1.0.0
MYCElium anaLYsis SOftware
8 versions - Latest release: over 4 years ago - 1 dependent repositories - 36 downloads last month - 2 stars on GitHub - 2 maintainers
numericvision 0.1.0
Detects numeric displays in images using OpenCV
1 version - Latest release: over 4 years ago - 1 dependent repositories - 35 downloads last month - 1 stars on GitHub - 2 maintainers
mfisp-boxdetection 0.0.1.dev2
mfisp-boxdetection
2 versions - Latest release: almost 7 years ago - 1 dependent repositories - 22 downloads last month - 0 stars on GitHub - 2 maintainers
pygpseq 3.4.1
A GPSeq image analysis package
6 versions - Latest release: over 2 years ago - 1 dependent repositories - 26 downloads last month - 2 stars on GitHub - 1 maintainer
jolideco 0.0.0
A Python package for Poisson joint likelihood deconvolution
2 versions - Latest release: about 2 months ago - 133 downloads last month - 1 stars on GitHub - 2 maintainers
pylattice 0.1.3
A python library for lattice light-sheet image analysis
5 versions - Latest release: over 5 years ago - 1 dependent repositories - 44 downloads last month - 21 stars on GitHub - 2 maintainers
kalmus 1.3.14
kalmus film color analysis tool
49 versions - Latest release: almost 2 years ago - 2 dependent repositories - 373 downloads last month - 12 stars on GitHub - 2 maintainers
quoll-compatible-miplib 0.0.1
A Python software library for (optical) microscopy image restoration, reconstruction and analysis.
1 version - Latest release: over 1 year ago - 1 dependent package - 68 downloads last month - 66 stars on GitHub - 1 maintainer
miplib 1.0.6
A Python software library for (optical) microscopy image restoration, reconstruction and analysis.
7 versions - Latest release: over 3 years ago - 1 dependent package - 1 dependent repositories - 62 downloads last month - 66 stars on GitHub - 1 maintainer
dicom-tools 0.9.1
Package for DICOM medical images analysis.
10 versions - Latest release: about 6 years ago - 1 dependent repositories - 52 downloads last month - 6 stars on GitHub - 2 maintainers
Related Keywords
python 61 image-processing 37 segmentation 21 image 17 medical-imaging 16 microscopy 16 itk 14 ITK 13 InsightToolkit 13 hacktoberfest 13 cpp 12 scientific-computing 12 reproducible-research 12 open-source 12 deep-learning 12 open-science 12 insight-toolkit 12 computer-vision 12 numfocus 11 python3 11 registration 10 imaging 10 machine-learning 10 bioinformatics 7 biology 7 image-segmentation 7 image-classification 6 pytorch 6 pypi 5 digital-pathology 5 gpu 5 object-detection 5 microfluidics 5 analysis 4 image-manipulation 4 tiff 4 cuda 4 dataset 4 bioimaging 4 tensorflow 4 image-data 4 microscopy-images 4 computational-pathology 3 filtering 3 image-quality-assessment 3 images 3 processing 3 nvidia 3 multidimensional-image-processing 3 spatial-analysis 3 convolutional-neural-networks 3 visualization 3 numpy 3 image analysis 3 image-recognition 3 keras-tensorflow 3 image-signatures 3 pypi-package 3 3d 3 search 3 keras 2 detection 2 face 2 cropping 2 photo 2 picture 2 pic 2 scaling 2 thumbnails 2 masking 2 watermarking 2 scientific-visualization 2 slurm 2 scipy 2 napari-plugin 2 tracking 2 single-cell-analysis 2 SimpleITK 2 c-plus-plus 2 csharp 2 java 2 lua 2 r 2 ruby 2 simpleitk 2 swig 2 tcl 2 resizing 2 resizer 2 annotations 2 cell-biology 2 fourier-analysis 2 deconvolution-microscopy 2 image-segmentation-tensorflow 2 unet-tensorflow 2 cell 2 fish-signals 2 gpseq 2 image-analysis-workflows 2 nuclei 2