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Description

The Janelia Automatic Animal Behavior Annotator (JAABA) is a machine learning-based system that enables researchers to automatically compute interpretable, quantitative statistics describing video of behaving animals. Through our system, users encode their intuition about the structure of behavior by labeling the behavior of the animal, e.g. walking, grooming, or following, in a small set of video frames. JAABA uses machine learning techniques to convert these manual labels into behavior detectors that can then be used to automatically classify the behaviors of animals in large data sets with high throughput. JAABA combines an intuitive graphical user interface, a fast and powerful machine learning algorithm, and visualizations of the classifier into an interactive, usable system for creating automatic behavior detectors.

Documentation is available at:
http://jaaba.sourceforge.net/

JAABA Web Site

Categories

Machine Learning

License

BSD License

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User Reviews

  • tfileme
    1 of 5 2 of 5 3 of 5 4 of 5 5 of 5

    Jaaba is wonderful! Thanks.

    Posted 05/19/2013
  • evanrivera
    1 of 5 2 of 5 3 of 5 4 of 5 5 of 5

    no trouble to install and run, works nicely.

    Posted 09/18/2012
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Additional Project Details

Intended Audience

Science/Research

User Interface

Java Swing

Programming Language

MATLAB

Registered

2012-02-01
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