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followers: 7.0 following: 8.0 repos: 25.0 gists: 0.0

Name: David Paleček

Type: User

Hey there,

I am a postdoc building 3D optical tomography setups and learning image reconstruction techniques. My outreach revolves around creating educational projects combining high-school curiculum, python and real-world challenges (Pymarad) and its web application (Pymapp).

🌱 I’m learning:
- Deep learning for image reconstructions.
- Compressed sensing.
- Diffusion models.

😄 Pronouns: he/him

Let's collaborate

Tools:

Python
- Visual: matplotlib, seaborn, plotly
- DS: pandas, numpy, scipy, sklearn, pytorch
- Apps: Flask, Dash, napari, ImSwitch, PyQt
Git, MySQL
Latex

David Paleček's Projects

brain-diffuser

Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by Furkan Ozcelik and Rufin VanRullen.

cbr-analysis

OE analysis

dashboard-template

Dashboard generated from google-sheets using apps script and JS.

ic-imaging-control-samples

Windows Sample in C#, C++, Python, LabVIEW and Java

img-recon

Various methods for image reconstruction for OPT and CS

improved_diff

Release for Improved Denoising Diffusion Probabilistic Models

imswitchopt

ImSwitch is a software solution in Python that aims at generalizing microscope control by providing a solution for flexible control of multiple microscope modalities.

meshconv-decoding

miniprojects

Quick coding experiments

napari

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

napari-opt-preprocessing

opt-napari

OPT preprocessing plugins written for napari

optac

Optical Projection Tomography Acquisition GUI

optan

Optical Projection Tomography analysis

palec87

pymapp

pymarad

Collection of tutorials of real-life math problems solved with the help of Python targetting high school students.

qt_test_suite

learn how to do functional QT app testing using circle CI or github actions

sign2text

Simple Hand Tracking module and Controlling Volume through gesture

stablediffusion_yutakagi

Takagi and Nishimoto, CVPR 2023

streamlit-example

Example Streamlit app that you can fork to test out share.streamlit.io

tdd-calculator

tomodl

Deep Learning methods for Optical Projection Tomography 3D reconstruction

tomopy

Tomographic Reconstruction in Python

towards_computer_vision

learning stack from my first Kaggle comp.

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