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Open-Source Tools for Behavioral Video Analysis: Setup, Methods, and Development. (arXiv:2204.02842v1 [q-bio.QM])
cs.CV updates on arXiv.org arxiv.org
Recently developed methods for video analysis, especially models for pose
estimation and behavior classification, are transforming behavioral
quantification to be more precise, scalable, and reproducible in fields such as
neuroscience and ethology. These tools overcome long-standing limitations of
manual scoring of video frames and traditional "center of mass" tracking
algorithms to enable video analysis at scale. The expansion of open-source
tools for video acquisition and analysis has led to new experimental approaches
to understand behavior. Here, we review currently available …
analysis arxiv bio development setup tools video video analysis