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URL: https://edspace.american.edu/openbehavior/project/deepethogram/
Proper Citation: DeepEthogram (RRID:SCR_022355)
Description: Software tool to extract relevant features from images and use time series of these features to classify whether given behavior is present in each frame of video recording.machine learning pipeline for supervised behavior classification from raw pixels. Performs action recognition ,automated behavior classification, over frames. Used for automated behavior classification to detect and track behavior over time.
Abbreviations: DEG
Resource Type: data analysis software, data processing software, software application, software resource
Defining Citation: DOI:10.7554/eLife.63377
Keywords: OpenBehavior, behavioral data analysis, video analysis, offline analysis software, behavior measurement, supervised behavior classification from raw pixels
Availability: Free, Available for download, Freely available
Resource Name: DeepEthogram
Resource ID: SCR_022355
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Source: SciCrunch Registry (RRID:SCR_005400)
Description: Interactive portal for finding and submitting biomedical resources. Resources within SciCrunch have assigned RRIDs which are used to cite resources in scientific manuscripts. SciCrunch Registry, formerly NIF Registry, provides resources catalog. Allows to add new resources. Allows edit existing resources after registration. Curators are tasked with identifying and registering resources, examining data, writing configuration files to index and display data and keeping contents current.
URL: https://rrid.site/rin/sources/SCR_005400