ColonyCount

ColonyCount

ColonyCount is an open-source tool for counting bacterial or yeast colonies on a plate. It uses computer vision and machine learning algorithms to automatically detect and count colonies with accuracy comparable to manual counting.

ColonyCount: Open-Source Colony Counter Tool

Automatically detects and counts bacterial or yeast colonies on a plate with computer vision and machine learning algorithms

What is ColonyCount?

ColonyCount is an open-source desktop application for automating the counting of bacterial or yeast colonies growing on agar plates. It eliminates the need for tedious manual counting using the traditional pen and paper method.

The software uses advanced computer vision and machine learning algorithms to automatically detect colonies on images of agar plates. It can identify and count various types of colonies of different sizes, shapes and textures. The counts are very accurate and comparable to those obtained via manual counting.

Some key features of ColonyCount:

  • Easy to use interface for uploading images and getting colony counts
  • Supports images taken from mobile phones or document scanners
  • Advanced algorithms for precise detection of colonies, including small, blurred or irregular colonies
  • Adjustable parameters for optimized counting
  • Export counting results to CSV file
  • Free and open-source tool available for Windows, Linux and Mac

Overall, ColonyCount greatly simplifies the colony quantification workflow in microbiology labs. It saves time and effort while providing reliable results. The open-source nature also allows it to be customized for specific needs.

ColonyCount Features

Features

  1. Automated colony counting using computer vision and machine learning
  2. Handles counting bacterial or yeast colonies on agar plates
  3. Open-source software available on GitHub
  4. Built with Python and OpenCV
  5. Outputs colony counts and labeled images showing detected colonies
  6. Command-line interface and Python API available

Pricing

  • Open Source

Pros

Automates tedious manual counting

Fast and efficient for high throughput experiments

Consistent, objective counts compared to manual counting

Free and open-source

Customizable and extensible with programming knowledge

Cons

Limited to counting colonies on agar plates

Requires some parameter tuning for optimal performance

Less accurate than manual counting for low contrast or overlapping colonies

Requires installation and setup on a computer

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