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ajinkya-kulkarni/README.md
  • 👋 Hi, I'm Ajinkya, a software developer with a passion for building new imaging algorithms and building exciting projects.
  • I have a particular interest in scientific bio-image analysis, data analysis using Python, and developing scientific end-end GUI applications using Streamlit.

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  1. PyTextureAnalysis PyTextureAnalysis Public

    PyTextureAnalysis is a Python package for analyzing the texture of images. It includes functions for calculating local orientation, degree of coherence, and structure tensor of an image. This packa…

    Python 23 6

  2. PyOrganoIDNet PyOrganoIDNet Public

    This repository provides StarDist and CellPose models, meticulously trained on a large dataset of Pancreatic Ductal Adenocarcinoma organoids co-cultured with immune cells. Pre-print available at ht…

    Jupyter Notebook 1

  3. PyHistology PyHistology Public

    Python package that uses colorspace-based segmentation to analyze histopathology images.

    Python 12 3

  4. PySpatialHistologyAnalysis PySpatialHistologyAnalysis Public

    Package using StarDist and Python that performs object detection and spatial analysis on H&E images

    Python 2

  5. PyElispotAnalysis PyElispotAnalysis Public

    Detecting spots (IFN-Gamma positive cells) from an Elispot assay image using Deep learning

    Python 1

  6. PyBlendPatches PyBlendPatches Public

    Efficiently handles large images by segmenting them into patches, performing instance/semantic segmentation, and then reconstructing the patches into a complete, segmented mask.

    Jupyter Notebook 2