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https://edspace.american.edu/openbehavior/project/simba/

University of Washington project SimBA for analysis of complex social behaviors.Used for automated behavioral scoring. Includes open source software toolkit for computer classification of complex social behaviors in experimental animals. Uses data from popular open source tracking tools in combination with small amount of behavioral annotations to create supervised machine learning classifiers that can then rapidly and accurately score behaviors across different background settings and lighting conditions.

Proper citation: Simple Behavior Analysis project (RRID:SCR_021411) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/eztrack/

Project related to behavior analysis.Mt.Sinai scientist developed open source video analysis pipeline for investigation of animal behavior.Used to track location, motion, and freezing of animal.

Proper citation: ezTrack project (RRID:SCR_021418) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/deeplabcut/

Project for markerless pose estimation of user defined body parts with deep learning.

Proper citation: DeepLabCut Project (RRID:SCR_021398) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/pyper/

Project related to motion tracking of specimen in open field. Provides software tool for motion tracking.Used to track path of object of interest in live feed from camera or recorded video. Used to track rodents in open field maze as well as retina of mice.New version of Pyper allows to customise image processing to track different kind of objects.

Proper citation: Pyper project (RRID:SCR_021431) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/facemap/

Project related to videographic processing of head fixed rodent behaviors. Provides software toolbox for unsupervised video analysis of rodent behavior.

Proper citation: FaceMap project (RRID:SCR_021428) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/zebratrack/

Project related to distraction free behavioral acquisition. Provides imaging setup for distraction free behavioral acquisition with automated tracking using open source ImageJ software and workflow for extraction of behavioral endpoints of zebrafish. Used for online tracking of larval zebrafish at high framerates.Provides user interface to run experiments as well as flexible design to allow definition of arbitrary open- and closed- loop experiments.

Proper citation: ZebraTrack project (RRID:SCR_021429) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/neurotic/

Project about synchronizing video and neural signals. Provides software Python toolbox for interactive characterization in neuroscience.Software tool used to review and annotate signal data synchronized with video, performs simple initial analyses including signal filtering and spike detection, supports variety of file formats.

Proper citation: neurotic project (RRID:SCR_021403) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/deepfly3d/

Project related to deep learning based pose estimator for studying how neural circuits control limbed behaviors in tethered Drosophila. Includes Deep Fly image annotation tool for pose estimation and to permit further correction of 2D pose estimates, which are automatically converted to 3D pose.

Proper citation: DeepFly3D project (RRID:SCR_021400) Copy   

•   Source: SciCrunch Registry

https://github.com/fdechaumont/lmt-analysis

Software package for Live Mouse Tracker analysis. lmt-analysis provides all analysis tools needed to extract information from tracking performed by live mouse tracker.

Proper citation: Live Mouse Tracker analysis (RRID:SCR_021505) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/camera-control/

Portal provides Python based camera software GUI developed by Harvard University scientists. Open source software package that allows video to be recorded in sync with behavior. Python API to record video system timestamps from Imaging Source USB cameras.

Proper citation: Camera Control project (RRID:SCR_021569) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/freemovr/

Portal related to virtual reality for freely moving animals.Provides virtual reality system set up for unrestrained animals.System developed by University of Frieburg scientists. This Virtual Reality system can be used with number of different species including mice, zebrafish, and Drosophila.

Proper citation: FreemoVR project (RRID:SCR_021551) Copy   

•   Source: SciCrunch Registry

https://github.com/BrettHewitt/ART

Software tool to automatically track rodent position and movement.Used to track head movements, body movements and also aspects of body size. It is able to identify certain behaviours from video footage too, such as rotations, moving forwards, interacting with objects and staying still.

Proper citation: Automated Rodent Tracker (RRID:SCR_021510) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/dual-port-lick-detector/

Project related to measuring licking behavior in mice.System includes device used for both real time measurement and manipulation of licking behavior in head fixed mice. System provides distribution package for Dual Port Lick Detector.Package includes files relevant to building lick detector.

Proper citation: Dual port Lick Detector project (RRID:SCR_021454) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/cerebro/

Project related to wireless controlled optogenetic stimulation. Provides system for wireless optogenetic stimulation developed in Karpova Lab with ability to be customized.Features Cerebro,rechargeable, battery powered wireless receiver;head implant containing optical fibers and two independent laser diodes; base station for transmitting radio signals to Cerebro, controlled by Windows computer via USB or by TTL; charging dock; and Xavier, user friendly GUI for sending and logging base station commands.

Proper citation: Cerebro Wireless Optogenetic System project (RRID:SCR_021474) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/4-port-nose-poke/

Portal provides open source nose poke system utilizing Arduino microcontroller, several low cost electronic components, and PVC behavioral arena. System developed by University of Basel scientists for use in behavior experiments.

Proper citation: 4 Port Nose Poke (RRID:SCR_021592) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/open-source-platform-sensory-tasks/

Project related to report animal decision in response to stimulus.Includes software tool as Arduino and Python based platform for Go or No Go sensory task to report animal decision in response to stimulus provided by University of Melbourne, Melbourne, VIC, Australia scientists.

Proper citation: Open Source platform for Sensory Tasks project (RRID:SCR_021468) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/deepethogram/

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.

Proper citation: DeepEthogram (RRID:SCR_022355) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/mri-compatible-microdrive/

MRI compatible microdrive that can precisely position electrodes without causing significant imaging artifacts.

Proper citation: MRI Compatible Microdrive (RRID:SCR_022352) Copy   

•   Source: SciCrunch Registry

https://github.com/SunGL001/DeepBhvTracking

Software tool as novel tracking algorithm that combines deep learning and background subtraction.

Proper citation: DeepBhvTracking (RRID:SCR_022351) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/neonatal-stereotax/

3D printed device for stereotaxic viral delivery into brains of neonatal mice.Used for stable and precise stereotaxic surgery in neonatal mice.

Proper citation: Neonatal Stereotaxic Mouse Adaptor (RRID:SCR_022349) Copy   

•   Source: SciCrunch Registry