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    38 repositories

    • plant-seg

      Public
      A tool for cell instance aware segmentation in densely packed 3D volumetric images
      bioinformaticsdeep-learningneural-networksegmentationimage-segmentationunetbioimage-analysis
      Python
      •
      MIT License
      •33•104•39•3•Updated Jan 22, 2025Jan 22, 2025

    • bioimg_rs

      Public
      A rust implementation of bioimage spec parser
      Rust
      •2•1•0•0•Updated Jan 20, 2025Jan 20, 2025

    • ADL4IA-2025

      Public
      Jupyter Notebook
      •0•1•1•0•Updated Jan 13, 2025Jan 13, 2025

    • go-nuclear

      Public
      Guides and code for 3D nuclear instance segmentation
      instance-segmentationbioimage-analysis
      Python
      •
      MIT License
      •3•20•0•0•Updated Jan 10, 2025Jan 10, 2025

    • predoc-course

      Public
      Kreshuk Lab's EMBL EIPP predoc course teaching material, each branch keeps the record of a specific season
      Jupyter Notebook
      •2•2•0•0•Updated Nov 4, 2024Nov 4, 2024

    • teaching-dl-course-2019

      Public
      EMBL Deep Learning course 2019 exercises and materials
      Jupyter Notebook
      •
      MIT License
      •9•6•1•0•Updated Aug 13, 2024Aug 13, 2024

    • spoco

      Public
      PyTorch implementation of SPOCO
      Python
      •7•32•1•1•Updated Aug 3, 2024Aug 3, 2024

    • mouse-embryo-seg

      Public
      3D segmentation of nuclei (fixed) and cells (live) of the developing mouse embryo
      Python
      •1•4•0•0•Updated Jul 23, 2024Jul 23, 2024

    • covid-if-2

      Public
      Python
      •0•0•0•0•Updated Jul 14, 2024Jul 14, 2024

    • 3D-GT-tools

      Public
      List of tools for creating ground truth annotations for 3D data
      0•1•0•0•Updated Mar 26, 2024Mar 26, 2024

    • EMBL-Deep-Learning-course-2023-

      Public
      EMBL Deep Learning course 2023 exercises and materials
      Jupyter Notebook
      •5•5•1•3•Updated Feb 28, 2024Feb 28, 2024

    • .github

      Public
      Kreshuk Group - Machine learning for bioimage analysis
      0•2•0•0•Updated May 19, 2023May 19, 2023

    • MorphoFeatures

      Public
      MorphoFeatures code and data
      Python
      •
      GNU General Public License v3.0
      •3•19•1•0•Updated May 4, 2023May 4, 2023

    • kreshuklab-utils

      Public
      Python package for common lab code
      MIT License
      •0•0•0•0•Updated Feb 17, 2023Feb 17, 2023

    • neuroclear

      Public
      Neuroclear is a deep-learning-based Python module to train a deep neural network for the task of applying super-resolution to degraded axial resolution in fluorescence microscopy, using a single image stack.
      Jupyter Notebook
      •
      Apache License 2.0
      •1•0•0•0•Updated Feb 14, 2023Feb 14, 2023

    • torch-em

      Public
      Deep-learning based semantic and instance segmentation for 3D Electron Microscopy and other bioimage analysis problems based on pytorch.
      Python
      •
      MIT License
      •22•0•0•0•Updated Feb 10, 2023Feb 10, 2023

    • sea-urchin-em-segmentation

      Public
      Python
      •0•0•0•0•Updated Nov 16, 2022Nov 16, 2022

    • rewardchecking

      Public
      Checking reward functions for lines and circles with line and circle data.
      Jupyter Notebook
      •0•0•0•0•Updated Jul 30, 2022Jul 30, 2022

    • Plantseg-Cellpose-Augmentation

      Public
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Apr 24, 2022Apr 24, 2022

    • unsup_pix_embed

      Public
      Experiments for unsupervised pixel embeddings
      Python
      •
      MIT License
      •0•0•0•0•Updated Mar 26, 2022Mar 26, 2022

    • shallow2deep

      Public
      Shallow2deep: Exploiting feature-based classifiers for domain adaptation in semantic segmentation
      Jupyter Notebook
      •
      MIT License
      •521•2•0•0•Updated Mar 8, 2022Mar 8, 2022

    • teaching-dl-course-2022

      Public
      Materials for the EMBL Deep Learning course
      Jupyter Notebook
      •6•6•0•0•Updated Jan 21, 2022Jan 21, 2022

    • takafumi_embryos_segmentation

      Public
      Python
      •0•0•0•0•Updated Jan 20, 2022Jan 20, 2022

    • vem-primer-examples

      Public
      Jupyter Notebook
      •
      MIT License
      •0•5•1•0•Updated Jan 17, 2022Jan 17, 2022

    • gpu_envs

      Public
      Setting up mixed conda and easybuild environments on the EMBL cluster
      Python
      •0•1•0•0•Updated Nov 9, 2021Nov 9, 2021

    • RLForSeg

      Public
      Python
      •
      MIT License
      •2•0•0•0•Updated Aug 4, 2021Aug 4, 2021

    • hylfm-net

      Public
      Python
      •
      MIT License
      •2•14•1•1•Updated Jul 5, 2021Jul 5, 2021

    • embryo_stage_classifier

      Public
      Model for classifying drosophila embryo stages
      Python
      •0•1•0•0•Updated May 25, 2021May 25, 2021

    • Kinetochores_segmentation

      Public
      Python
      •0•2•0•1•Updated Apr 10, 2021Apr 10, 2021

    • drosophila_embryo_cells

      Public
      Drosophila emryo cell classification
      Python
      •0•0•0•0•Updated Apr 9, 2021Apr 9, 2021