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Anna Nadtochiy's Projects

3d-unet icon 3d-unet

A pytorch implementation of 3D UNet for 3D MRI Segmentation.

3dcellseg icon 3dcellseg

Official implementation of "A novel deep learning-based 3D cell segmentation framework for future image-based disease detection". (However, I think the title should be "3DCellSeg - a robust deep learning-based 3D cell instance segmentation pipeline".)

birl icon birl

BIRL: Benchmark on Image Registration methods with Landmark validations

cellpose icon cellpose

a generalist algorithm for cellular segmentation

cellpose3d icon cellpose3d

3D Extension of the Cellpose Algorithm by Stringer et al., 2021.

coscmos icon coscmos

cosCMOS ( "correct sCMOS", pronounced as cosmos ) is a Python package designed to cancel the fixed-pattern noise of sCMOS cameras.

demo_box icon demo_box

a central place for demos and code snippets of how to use some third-party tools

docs icon docs

TensorFlow documentation

dognet icon dognet

A Deep Architecture for Synapse Detection in Multiplexed Fluorescence Images

fear-review icon fear-review

This is a collection of chaotic notes and references to everything about fear memory formation and corresponding synaptic changes, with some focus on zebrafish.

fieldtrip icon fieldtrip

The MATLAB toolbox for MEG and EEG analysis

inhipy icon inhipy

Python Utils for Inhibitory Synapses and Threat Circuit Analysis

keras-unet-collection icon keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, and TransUNET with optional ImageNet-trained backbones.

magicgui icon magicgui

build GUIs from python functions, using magic.

mesa icon mesa

Mesa is an agent-based modeling framework in Python

mingpt_pytorchexamples icon mingpt_pytorchexamples

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

models icon models

Models and examples built with TensorFlow

mycelite icon mycelite

Mycelite is a SQLite extension that allows you to synchronize changes from one instance of SQLite to another.

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