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SAMBA: A Segment Anything Model-based tool for semi-automated Behavioural Analysis of <i>Drosophila</i> and other model organisms

2025-08-25

Abstract excerpt

<h4>ABSTRACT</h4> Quantitative behavioural analysis is a powerful approach for linking genotype to phenotype, but many existing tools require specialised hardware, extensive preprocessing, or coding expertise. We present SAMBA (Segment Anything Model for Behavioural Analysis), an open-access, Google Colab-based pipeline that harnesses the Segment Anything Model 2 (SAM2) for accurate, semi-automated tracking witho...

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Literature Corpus work
a628872b-9fe0-52ec-8ad4-eea7c81ad4b6
DOI
10.1101/2025.08.21.671669
Open publication

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SAMBA: A Segment Anything Model-based tool for semi-automated Behavioural Analysis of <i>Drosophila</i> and other model organismsDOI 10.1101/2025.08.21.671669
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