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20 followers · 9 following
  • Karlsruhe, Germany

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MartSlaaf/README.md

Hi there 👋, Yaroslav {Martolod Slaaf} Zharov talking!

I'm a PhD student @ KIT university. Doing fancy DL for physicists and biologists bounded to X-Ray tomography. Interested in all weak supervision stuff around.

If you are interested in collaboration or just a chit-chat related to what am I doing, feel free to contact me via telegram.

Things I do:

  • 🦮 I started Self Supervised Boy channel. Making papers summaries for everything not-so-supervised.
  • 🔪 Wrote Torch Volume Slicing Dataset. If you want to train a 2D networks from 3D data, go check it.
  • 🧵 Simple python cross-stitch converter, to make cross-stitch scheme out of your image. Simple, yet worthy image processing inside.
  • 📁 Wrote flexpand -- file list expander. If you tend to create CLI, which should load flexibly request address of file batches, take a look, it may easy your life a bit.
  • 🔬 I try to maintain list of recommendations on how to do research work.

Pinned

  1. DL4XRayTomoImaging-KIT/TVSD DL4XRayTomoImaging-KIT/TVSD Public

    Torch volume slicing dataset. If you have 3d volumes but want load slices for training this is what you need.

    Python 2

  2. PyDaemon PyDaemon Public

    Light setting python daemon

    Python 30 12

  3. configs configs Public

    My configuration files. Switched from model of gists.

    Shell

  4. WNN-WN WNN-WN Public

    wavelet neural network and wavenet script

    Python 12 8

  5. cross-stitch cross-stitch Public

    Cross stitch scheme maker

    Jupyter Notebook 6 1

  6. DL4XRayTomoImaging-KIT/FileListExpander DL4XRayTomoImaging-KIT/FileListExpander Public

    Typically need to process bunch of files with versatility of how to get list of files to process? This simple library to avoid copy-pasting of your own code here and there.

    Jupyter Notebook