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

Portal provides software tool for analysis and quantification of both single and socially interacting zebrafish. Software data extraction and analysis tool built in open source R language for tracking zebrafish behavior.

Proper citation: Argus (RRID:SCR_021585) Copy   

•   Source: SciCrunch Registry

https://github.com/NeLy-EPFL/DeepFly3D

Software tool as PyTorch and PyQT5 implementation of 2D-3D tethered Drosophila pose estimation. Image annotation tool used for pose estimation and appendage tracking. Provides interface for pose estimation and to permit further correction of 2D pose estimates, which are automatically converted to 3D pose.

Proper citation: DeepFly3D (RRID:SCR_021402) Copy   

•   Source: SciCrunch Registry

https://github.com/LaubachLab/MedParse

Software tool to read MedPC data into Python and Matlab. MedPC code for saving precise times of behavioral events and MatLab and Python functions to convert MedPC data into time event codes.

Proper citation: MedParse (RRID:SCR_021528) Copy   

•   Source: SciCrunch Registry

https://github.com/danbider/lightning-pose

Software video centric package for direct video manipulation. Semi supervised animal pose estimation algorithm, Bayesian post processing approach and deep learning package. Improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools.

Proper citation: Lightning Pose (RRID:SCR_024480) Copy   

•   Source: SciCrunch Registry

https://www.eneuro.org/content/10/5/ENEURO.0127-22.2023

Open source, adaptable tracking system for multiple rodents. Scalable and customizable system for tracking and behavior assessment consists of Raspberry Pi based video and RFID acquisition. Maximum of six rodents of any coat color can be tracked simultaneously in any user defined arena with few restrictions. For pose estimation and travel trajectory analysis, PyMouseTracks supports interfacing with open source packages such as DeepLabCut and Traja.

Proper citation: PyMouseTracks (RRID:SCR_024453) Copy   

•   Source: SciCrunch Registry

https://github.com/EwellNeuroLab?tab=repositories

Low cost platform for multianimal chronic Local Field Potential video monitoring with Graphical User Interface for seizure detection and behavioral scoring. Enables chronic monitoring of several animals simultaneously, synchronizes bilateral local field potential and video streams in real time, and parses recorded data into manageable file sizes. Hardware solution leverages Intan and Open Ephys acquisition systems and software solution is implemented in Bonsai. Data are synchronized and parsed in Bonsai, allowing for flexibility and scalability of up to 128 channels per animal. The use of Intan adapter board for LFP video recordings allows compatibility with large variety of recording devices. Custom made electrodes and cables were components for the chronic LFP recordings. Used as acquisition system for long term video neurophysiology recordings.

Proper citation: LFP Monitoring (RRID:SCR_024428) Copy   

•   Source: SciCrunch Registry

https://github.com/bkntr/brainways

Open source software that automatically registers coronal slices and quantifies fluorescent markers. Python based, AI registration algorithm for slice matching to the Waxholm rat atlas. Slice quantification can be trained on any atlas, which allows use for other subjects such as mice, zebrafish, and humans. AI-based software for registration and analysis of fluorescent markers on coronal brain slices.

Proper citation: Brainways (RRID:SCR_024402) Copy   

•   Source: SciCrunch Registry

https://github.com/portugueslab/stytra

Open source software Python package to control stimulation and track behaviour.Provides timed stimulus presentation, interfacing with external devices and simultaneous real time tracking of behavioral parameters such as position, orientation, tail and eye motion in both freely swimming and head restrained preparations.

Proper citation: Stytra (RRID:SCR_021500) Copy   

•   Source: SciCrunch Registry

https://github.com/openworm/tracker-commons

Software tool as repository of documentation, software, and discussions to share worm tracking data and analysis routines.Open access repository for storing, accessing, and filtering data; interchange format for notating single or multi worm behavior; and file formats written in Python for feature extraction, review, and analysis.

Proper citation: Worm Behavior Platform (RRID:SCR_021501) Copy   

•   Source: SciCrunch Registry

https://github.com/olivierfriard/BORIS

Open source event logging software for video/audio coding and live observations.Multiplatform standalone program that allows user specific coding environment for computer based review of previously recorded videos or live observations.

Proper citation: Behavioral Observation Research Interactive Software (RRID:SCR_021509) Copy   

•   Source: SciCrunch Registry

https://github.com/chenxinfeng4/ArControl

Software tool as Arduino UNO/Mega based, visual programming and real-time behavioral platform for neuroscience. It can run Go/No-Go, 2AFPC and Optogenetic stimulation tasks. Stand alone and intuitive Gaphical User Interface application.Part of ArControl system.

Proper citation: ArControl (RRID:SCR_021605) Copy   

•   Source: SciCrunch Registry

https://github.com/bonvision

Open source software package for creating and controlling visual environments.Software package for Bonsai which allows for control of 2D and 3D environments.

Proper citation: BonVision (RRID:SCR_021534) Copy   

•   Source: SciCrunch Registry

https://github.com/cosanlab/facesync

Open source software Python toolbox which automatically synchronizes recorded facial expressions to videos and events such as social interactions.Framework for recording facial expressions with head mounted cameras.

Proper citation: FaceSync (RRID:SCR_021396) Copy   

•   Source: SciCrunch Registry

https://github.com/UmSenhorQualquer/d-track/blob/master/docs/source/index.rst

Software package to track object in 3D based on 3D schematics of scene.Semi automatic 3D video tracking technique to analyse movements and routines of aquatic animals with application to captive dolphins.

Proper citation: D-Track (RRID:SCR_021394) Copy   

•   Source: SciCrunch Registry

https://github.com/alexcwsmith/PiRATeMC

Software data management pipeline for camera synchronization and combined data directories.

Proper citation: Pi-based Remote Acquisition Technology for Motion Capture (RRID:SCR_022327) Copy   

•   Source: SciCrunch Registry

https://github.com/wehr-lab/autopilot

Software tool as open source Python framework for behavioral neuroscience that distributes experiments over networked swarms of Raspberry Pis. Toolkit of flexible modules to design experiments without rigid programming and API limitations.

Proper citation: AutoPilot (RRID:SCR_021518) Copy   

•   Source: SciCrunch Registry

https://github.com/jgraving/DeepPoseKit

Software toolkit with high level API for 2D pose estimation of user defined keypoints using deep learning.Written in Python and built using Tensorflow and Keras.Method for pose estimation developed by behavioral scientists at the Max Planck Institute of Animal Behavior.

Proper citation: DeepPoseKit (RRID:SCR_021405) Copy   

•   Source: SciCrunch Registry

https://github.com/DrCoffey/DeepSqueak

Software MATLAB package for high throughput ultrasonic vocalizations detection, classification, and analysis.

Proper citation: DeepSqueak (RRID:SCR_021524) Copy   

•   Source: SciCrunch Registry

https://github.com/KravitzLab/fed/wiki

Flexible open-source device for measuring feeding behavior. FED measures food intake in mice. It is battery powered and designed to be used in rodent colony caging.Home cage-compatible feeding system that measures food intake with high accuracy and temporal resolution. FED offers alternative to commercial feeders, with convenience of use in tradition colony rack caging.

Proper citation: Feeding Experimentation Device project (RRID:SCR_015942) Copy   

•   Source: SciCrunch Registry

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

Project related to measurement of fast eye movement dynamics.Tracking eye position in head fixed applications system created by scientists from Boston University. Includes software tool as part of multithreaded eye tracker and Teledyne DALSA Camera with GigE-V framework APIs for Linux.

Proper citation: openEyeTrack project (RRID:SCR_021399) Copy   

•   Source: SciCrunch Registry