Journal
NATURE METHODS
Volume 10, Issue 1, Pages 64-U87Publisher
NATURE PUBLISHING GROUP
DOI: 10.1038/NMETH.2281
Keywords
-
Categories
Funding
- Howard Hughes Medical Institute Funding Source: Medline
Ask authors/readers for more resources
We present a machine learning-based system for automatically computing interpretable, quantitative measures of animal behavior. Through our interactive system, users encode their intuition about behavior by annotating a small set of video frames. These manual labels are converted into classifiers that can automatically annotate behaviors in screen-scale data sets. Our general-purpose system can create a variety of accurate individual and social behavior classifiers for different organisms, including mice and adult and larval Drosophila.
Authors
I am an author on this paper
Click your name to claim this paper and add it to your profile.
Reviews
Recommended
No Data Available