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Module to identify intranuclear proteins on basis of fluorescence images.

Project description

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NucDetect - A python package for Detection and Quantification of DNA Doublestrand Breaks

NucDetect is a Python package for the detection and quantification of γH2AX and 53BP1 foci inside nuclei. Its written in pure Python 3.7, obeys the PEP 8 style guidelines and includes PEP 484 type hints as well as Epytext docstrings.

Note

The current release is a very early alpha version. Please report report any detected bugs and/or improvement suggestions.

Requirements

NucDetect is compatible with Windows, Mac OS X and Linux operating systems. It requires the following packages:

  • tensorflow>=2.1.0
  • numpy>=1.18.1
  • scikit-image>=0.16.2
  • matplotlib>=3.1.3
  • pyqt5>=5.14.1
  • numba>=0.48.0
  • pillow>=7.0.0
  • qtawesome>=0.6.1
  • piexif>=1.1.3

Installation

Run the following commands to clone and install from GitHub

$ git clone https://github.com/SilMon/NucDetect.git

or pypi

python3 -m pip install NucDetect

Start

The program can be started by running the NucDetectAppQT.py:

cd %UserProfile%/AppData/local/Programs/Python/python37/Lib/site-packages/gui
python -m NucDetectAppQT

Supported Image Formats

Following image formats are supported by NucDetect:

  • TIFF
  • PNG
  • JPG
  • BMP

Author: Romano Weiss

Co-Author: Stefan Rödiger

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