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build-jbook

bia-overview

This is a small book to give you an overview of my favourite sources and tested tools for BioImage Analysis.

Updates

2023

  • Added and checked off YOLOv5 - SciCount and pyimg - Image quality assesment 03_tested_tools.md
  • Checked off StarDist and Noise2Void 03_tested_tools.md
  • Added a Noise2Void description 03_tested_tools.md
  • Added a StarDist description 03_tested_tools.md
  • Added a FIJI tutorial link 03_tested_tools.md
  • Added a QuPath tutorial link 03_tested_tools.md
  • Added section for BioImage Analysis lectures
  • Included links to Bio-image Analysis resources and YouTube channel
  • Added information about NEUBIAS Academy and F1000Research Gateway
  • Included information about open access books and papers related to BioImage Analysis
  • Included Image.sc Forum for scientific imaging questions
  • Checked off tested tools such as YOLOv5 - SciCount, ImageJ in Python, StarDist, Noise2Void, CellPose, PhyCV, and VEViD
  • Added example notebooks for LTEE, Wildlife detection and Smear counting
  • Added two new lecture series and two new Python lecture series
  • Included lecture series, Python lecture series, and tested tools to comprehensive class
  • Added a section about communities with links to four forums
  • Updated links for papers on image analysis accuracy and precision
  • Added information about communities, papers, and lecture series related to BioImage Analysis
  • Added and updated links to various resources
  • Added and updated information about tested tools including YOLOv5, ImageJ in Python, PhyCV, and pyimq.
  • Updated the README.md with new sections for BioImage Analysis lectures, resources, and tested tools
  • Added information about open access books and papers related to BioImage Analysis, and Image.sc Forum
  • Added example notebooks for LTEE, Wildlife detection, and Smear counting
  • Added a section about communities with links to four forums
  • Updated links for papers on image analysis accuracy and precision
  • Added a section about tools for reproducibility and updated the link to the paper "Avoiding Twisted Pixels"
  • Added information about The Turing Way and Zero-to-Binder, and link to ChatGPT
  • Added two references to relevant papers and a reference to the Metrics Reloaded framework
  • Tested pyTFM and Cell ACDC, and added descriptions of them to the README.md
  • Updated Introduction
  • Added information about NEUBIAS Academy and F1000Research Gateway
  • Added information about open access books and papers related to BioImage Analysis
  • Added information about Image.sc Forum as a place to ask questions about scientific imaging
  • Checked off YOLOv5 - SciCount, ImageJ in Python, StarDist, Noise2Void, and CellPose 03_tested_tools.md
  • Added PhyCV - physics-inspired Computer Vision Library 03_tested_tools.md
  • Added example notebooks for LTEE, Wildlife detection and Smear counting [SciAugment]
  • Added Vision Enhancement via Virtual diffraction and coherent Detection (VEViD) 03_tested_tools.md
  • Added two new lecture series to the comprehensive class 02_lectures.md
  • Added two new Python lecture series 02_lectures.md
  • Added lecture series, Python lecture series, and tested tools to the comprehensive class
  • Added information about NEUBIAS Academy, F1000Research Gateway, open access books and papers, and Image.sc Forum