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@Borda

Jirka Borovec

Borda
Prague

I am working in Machine learning and Data science for several years. In particular, I am focusing on computer vision but still, I keep in touch on wider machine learning or robotic. I have obtained my PhD in Medical Imaging. In parallel, I gain practical experience while I have been working for a few IT companies as a consultant or data scientist. Actually, I am focusing on exploring interesting world problems and solving them with state-of-the-art techniques.

Academic services

I have published several journal publications as well as papers on international conferences such as ISBI, ICIP, ACCV and MICCAI workshops. I am also a regal reviewer for these conferences and some IEEE journals. I was the main organiser of the ANHIR challenge.

Community/contributor's work

I have developed several open-source python packages, I am a core-contributor of pytorch-lightning and actively participating in other well-known projects like scikit-image, auto-sklearn, dipy, etc.; writing code, reporting issues and reviewing PRs.

2 sponsors have funded Borda’s work.

@Borda

Would be great to find that community value my work...

@github
@taskswithcode

Featured work

  1. Borda/pyImSegm

    Image segmentation - general superpixel segmentation & center detection & region growing

    Python 373
  2. Borda/BIRL

    BIRL: Benchmark on Image Registration methods with Landmark validations

    Python 91
  3. Borda/pyBPDL

    Binary Pattern Dictionary Learning for gene activation in microscopy images

    Python 8
  4. Lightning-AI/pytorch-lightning

    Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

    Python 28,382
  5. Borda/ij-CMP-BIA

    Extension for ImageJ (Fiji) by BIA segmentation methods as plugins and some other useful API for image segmentation.

    Java 2
  6. Borda/docker_python-opencv-ffmpeg

    Dockerfile containing FFmpeg, OpenCV4 and Python2/3, based on Ubuntu LTS

    Dockerfile 74

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