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Martin Weigert's Projects

backbones icon backbones

Common neural network architectures implemented in PyTorch

biobeam icon biobeam

GPU accelerated beam propagation tools for biological light tissue simulations

bpm icon bpm

Opencl accelerated beam propagation in python

csbdeep icon csbdeep

Image restoration for fluorescence microscopy

dncnn-tensorflow icon dncnn-tensorflow

:octocat::octocat:A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

edt icon edt

Euclidean Distance Transform

embo_2022 icon embo_2022

CARE/Stardist tutorials for EMBO Practical Course — Computational optical biology 2022

gputools icon gputools

GPU accelerated image/volume processing in Python

imreg_dft icon imreg_dft

Image registration using discrete Fourier transform.

isonet icon isonet

Isotropic reconstruction of 3D fluorescence microscopy images using convolutional neural networks

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

magicgui icon magicgui

build GUIs from python functions, using magic.

multiview-simulation icon multiview-simulation

Code for simulating a multi-view acquisition including attenuation, convolution, reduced sampling and poission noise

napari icon napari

napari: a fast, interactive, multi-dimensional image viewer for python

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