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https://github.com/ntorquet/lmt_toolkit_analysis

Open source web application created to analyze Live Mouse Tracker data easily and intuitively. Used to check reliability and to make some analysis of data from Live Mouse Tracker experiments. LMT stores data in SQLite files that requires some computer skills, but LMT-toolkit makes it easy to compute and extract behavioral profiles for each animal tested following step-by-step process.

Proper citation: Live Mouse Tracker Toolkit Analysis (RRID:SCR_024592) Copy   

•   Source: SciCrunch Registry

https://www.dropbox.com/s/wx7aicjh4is81om/HomeCageForelimbTask.py?dl=0

Software Python tool running on Raspberry Pi computer. Used for trial timing and data logging. Part of Autonomous Training of Forelimb Motor Task system.

Proper citation: Autonomous Training of a Forelimb Motor Task (RRID:SCR_021603) Copy   

•   Source: SciCrunch Registry

https://github.com/mauriciowr/OBAT

Software tool as part of Operant Box for Auditory Tasks system.

Proper citation: Operant Box for Auditory Tasks (RRID:SCR_021604) Copy   

•   Source: SciCrunch Registry

https://github.com/MaSoMoTr/MaSoMoTr

Markerless video-based tool to simultaneously track two interacting mice of the same appearance in controlled settings for quantifying behaviors such as different types of sniffing, touching, and locomotion to improve tracking accuracy under these settings without increased human effort. It incorporates conventional handcrafted tracking and deep-learning-based techniques. The tool is trained on small number of manually annotated images from basic experimental setup and outputs body masks and coordinates of the snout and tail-base for each mouse.

Proper citation: Markerless Mouse Tracking for Social Experiments (RRID:SCR_025368) Copy   

•   Source: SciCrunch Registry

https://github.com/PTMonteiro/GoFish_Ajuwon_etal_2022

Bonsai code for running GOFish platform for behavioural experiments in fish.

Proper citation: GoFish Ajuwon etal 2022 (RRID:SCR_022511) Copy   

•   Source: SciCrunch Registry

https://github.com/mmgxw3/pipetteFindingCNN

Software application for convolutional neural network that assesses pipette positioning before patch clamp is begun to minimize patch clamping errors in electrophysiology experiments. Used for detecting pipette positioning and making patch clamping procedures.

Proper citation: Pipette Finding CNN (RRID:SCR_024992) Copy   

•   Source: SciCrunch Registry

https://github.com/ZuAh/Custom-fitting-of-implants

Tutorial to custom-design and -fit implants to continuous and discontinuous skull surfaces. Universal Guide for Skull Extraction and Custom-Fitting of Implants to Continuous and Discontinuous Skulls.

Proper citation: Custom-fitting-of-implants (RRID:SCR_025270) 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://github.com/NeLy-EPFL/LiftPose3D

Software tool for transforming 2D poses to 3D coordinates on labaratory animals. Used for kinematic studies of laboratory animals. Tracking movements in three dimensions from behaving flies, mice, rats, and non-human primates.

Proper citation: LiftPose3D (RRID:SCR_023049) Copy   

•   Source: SciCrunch Registry

https://m3platform.weebly.com/

Software neuroscience laboratory environment for simultaneous neuronal imaging and behavioral monitoring. McGill-Mouse-Miniscope Touchscreen Behavior Platform. Standardized approach for high throughput imaging of neuronal dynamics during behavior.

Proper citation: M3 Platform (RRID:SCR_023425) Copy   

•   Source: SciCrunch Registry

https://github.com/WinterLab-Berlin/LabNet

Open source software for parallel control over multiple behavioral systems.C++ optimized control layer software to give access to Raspberry Pi connected hardware. Suitable for time critical operations, and to be simple to expand. Used for general automation in experimental laboratories with its control PC located at some distance.

Proper citation: LabNet (RRID:SCR_023712) Copy   

•   Source: SciCrunch Registry

https://mousebytes.ca/home

Open access database for all cognitive data collected from touchscreen related tasks. Performs data comparison and interactive data visualization for any data uploaded onto the site. There are also guidelines and video tutorials available.

Proper citation: Mousebytes (RRID:SCR_017904) Copy   

•   Source: SciCrunch Registry

https://github.com/aarac/DeepBehavior

Software toolbox that automates taking high speed quality video to track behavior to analyze and track behavior in rodents and humans.

Proper citation: DeepBehavior (RRID:SCR_021414) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/low-cost-eye-tracking/

Project related to eye tracking system for human research.System includes open source software for accurate eye tracking. Can identify shapes such as circles, lines, and triangles.You can rotate and mirror images and also use variety of filters.Capable of processing video in real-time for optical flow. App for viewing multiple video streams from USB cameras.

Proper citation: Low Cost Open Source Eye Tracking project (RRID:SCR_021415) Copy   

•   Source: SciCrunch Registry

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

Project related to study movement coordination in free walking mice. Provides noninvasive system consisting of cameras and machine learning algorithms that allow for three dimensional detection and tracking of mouse paws, tail, and nose.

Proper citation: Locomouse project (RRID:SCR_021390) Copy   

•   Source: SciCrunch Registry

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

Project related to pose estimation and tracking.Includes software toolkit for 2D pose estimation of user defined keypoints using deep learning.Method for pose estimation developed by behavioral scientists at the Max Planck Institute of Animal Behavior.

Proper citation: DeepPoseKit project (RRID:SCR_021395) Copy   

•   Source: SciCrunch Registry

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

Project related to analysis of behavior in Drosophila.Provides system capable of real time video tracking. System includes raspberry pi and R package for data analysis. Enables high throughput analysis of behavior in Drosophila and other animals.

Proper citation: EthoScopes project (RRID:SCR_021426) Copy   

•   Source: SciCrunch Registry

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

Project related to tracking animals in large spaces. Picamera system allows for tracking of animals in large behavioral arenas.Open source scalable multi camera tracking system that can be used to track behavior in combination with wireless recording systems.Design is comprised of 8 overhead Raspberry Pi cameras, capable of recording at high frame rate in large field of view, recording video independently in individual Raspberry Pi microcomputers and processed using Picamera Python library.

Proper citation: Picamera project (RRID:SCR_021423) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/live-mouse-tracker/

Project related to monitoring social interactions of mice. Provides real time behavioral analysis system for groups of mice.System includes random forest machine learning process, RFID sensors and infrared depth RGB-D camera.System includes software tool for Live Mouse Tracker analysis.

Proper citation: Live Mouse Tracker project (RRID:SCR_021421) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/d-track/

Project related to tracking animal behavior. Provided system includes two cameras and software package to track aquatic animals within captivity.Semi automatic 3D video tracking technique to analyse movements and routines of aquatic animals with application to captive dolphins.

Proper citation: D-Track project (RRID:SCR_021389) Copy   

•   Source: SciCrunch Registry