Boyko Vodenicharski's repositories

gpushift

Mean Shift on the GPU using PyKeOps and pytorch

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unsupervised_cells_supn

Experiments, evaluation, and models for "Cell Anomaly Localisation using Structured Uncertainty Prediction Networks" in MIDL'22

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Augmentor

Image augmentation library in Python for machine learning.

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boykovdn.github.io

A simple website I use to play around with

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cholespy

An easily integrable Cholesky solver on CPU and GPU

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circles_from_edges

[WIP] This package aims to detect edges in RBCs and to fit a circular contour along the edge using an iterative algorithm.

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ilastik

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

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workshop-game

Simple point-and-click game for a workshop in Africa

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elf

Utils and convenience functions for large-scale bio-image analysis.

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gpu-meanshift-segmentation

High Performance Computing on Graphics Processing Units, Mean Shift Image Segmentation

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Graph-WaveNet

graph wavenet

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inferno

A utility library around PyTorch

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lazyflow

lazy parallel ondemand zero copy numpy array data flows with caching and dirty propagation

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openflexure_microscope

A 3D printable microscope and translation stage

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openflexure_microscope_software

Python scripts to run the OpenFlexure Microscope

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openpiv-python

OpenPIV is an open source Particle Image Velocimetry analysis software written in Python, Matlab and C++

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part2project

Part II computational project (Surveying Telescopes) along with review article on plasmonics. Reference purposes.

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picamera

A pure Python interface to the Raspberry Pi camera module

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plant-seg

A tool for cell instance aware segmentation in densely packed 3D volumetric images

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python-temika-reader

A lightweight python class to read .movie files and do the basics

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Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

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pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

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scipy

Scipy library main repository

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usaf_analysis

Python scripts to analyse images of USAF test targets and edges

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volumina

Volume Slicing and Editing

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