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Rodent Arena Tracker (RAT): A Machine Vision Rodent Tracking Camera and Closed Loop Control System

Video tracking is an essential tool in rodent research. Here, we demonstrate a machine vision rodent tracking camera based on a low-cost, open-source, machine vision camera, the OpenMV Cam M7. We call our device the rodent arena tracker (RAT), and it is a pocket-sized machine vision-based position t...

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Autores principales: Krynitsky, Jonathan, Legaria, Alex A., Pai, Julia J., Garmendia-Cedillos, Marcial, Salem, Ghadi, Pohida, Tom, Kravitz, Alexxai V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society for Neuroscience 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7221356/
https://www.ncbi.nlm.nih.gov/pubmed/32284342
http://dx.doi.org/10.1523/ENEURO.0485-19.2020
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author Krynitsky, Jonathan
Legaria, Alex A.
Pai, Julia J.
Garmendia-Cedillos, Marcial
Salem, Ghadi
Pohida, Tom
Kravitz, Alexxai V.
author_facet Krynitsky, Jonathan
Legaria, Alex A.
Pai, Julia J.
Garmendia-Cedillos, Marcial
Salem, Ghadi
Pohida, Tom
Kravitz, Alexxai V.
author_sort Krynitsky, Jonathan
collection PubMed
description Video tracking is an essential tool in rodent research. Here, we demonstrate a machine vision rodent tracking camera based on a low-cost, open-source, machine vision camera, the OpenMV Cam M7. We call our device the rodent arena tracker (RAT), and it is a pocket-sized machine vision-based position tracker. The RAT does not require a tethered computer to operate and costs about $120 per device to build. These features make the RAT scalable to large installations and accessible to research institutions and educational settings where budgets may be limited. The RAT processes incoming video in real-time at 15 Hz and saves x and y positional information to an onboard microSD card. The RAT also provides a programmable multi-function input/output pin that can be used for controlling other equipment, transmitting tracking information in real time, or receiving data from other devices. Finally, the RAT includes a real-time clock (RTC) for accurate time stamping of data files. Real-time image processing averts the need to save video, greatly reducing storage, data handling, and communication requirements. To demonstrate the capabilities of the RAT, we performed three validation studies: (1) a 4-d experiment measuring circadian activity patterns; (2) logging of mouse positional information alongside status information from a pellet dispensing device; and (3) control of an optogenetic stimulation system for a real-time place preference (RTPP) brain stimulation reinforcement study. Our design files, build instructions, and code for the RAT implementation are open source and freely available online to facilitate dissemination and further development of the RAT.
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spelling pubmed-72213562020-05-14 Rodent Arena Tracker (RAT): A Machine Vision Rodent Tracking Camera and Closed Loop Control System Krynitsky, Jonathan Legaria, Alex A. Pai, Julia J. Garmendia-Cedillos, Marcial Salem, Ghadi Pohida, Tom Kravitz, Alexxai V. eNeuro Open Source Tools and Methods Video tracking is an essential tool in rodent research. Here, we demonstrate a machine vision rodent tracking camera based on a low-cost, open-source, machine vision camera, the OpenMV Cam M7. We call our device the rodent arena tracker (RAT), and it is a pocket-sized machine vision-based position tracker. The RAT does not require a tethered computer to operate and costs about $120 per device to build. These features make the RAT scalable to large installations and accessible to research institutions and educational settings where budgets may be limited. The RAT processes incoming video in real-time at 15 Hz and saves x and y positional information to an onboard microSD card. The RAT also provides a programmable multi-function input/output pin that can be used for controlling other equipment, transmitting tracking information in real time, or receiving data from other devices. Finally, the RAT includes a real-time clock (RTC) for accurate time stamping of data files. Real-time image processing averts the need to save video, greatly reducing storage, data handling, and communication requirements. To demonstrate the capabilities of the RAT, we performed three validation studies: (1) a 4-d experiment measuring circadian activity patterns; (2) logging of mouse positional information alongside status information from a pellet dispensing device; and (3) control of an optogenetic stimulation system for a real-time place preference (RTPP) brain stimulation reinforcement study. Our design files, build instructions, and code for the RAT implementation are open source and freely available online to facilitate dissemination and further development of the RAT. Society for Neuroscience 2020-05-12 /pmc/articles/PMC7221356/ /pubmed/32284342 http://dx.doi.org/10.1523/ENEURO.0485-19.2020 Text en Copyright © 2020 Krynitsky et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.
spellingShingle Open Source Tools and Methods
Krynitsky, Jonathan
Legaria, Alex A.
Pai, Julia J.
Garmendia-Cedillos, Marcial
Salem, Ghadi
Pohida, Tom
Kravitz, Alexxai V.
Rodent Arena Tracker (RAT): A Machine Vision Rodent Tracking Camera and Closed Loop Control System
title Rodent Arena Tracker (RAT): A Machine Vision Rodent Tracking Camera and Closed Loop Control System
title_full Rodent Arena Tracker (RAT): A Machine Vision Rodent Tracking Camera and Closed Loop Control System
title_fullStr Rodent Arena Tracker (RAT): A Machine Vision Rodent Tracking Camera and Closed Loop Control System
title_full_unstemmed Rodent Arena Tracker (RAT): A Machine Vision Rodent Tracking Camera and Closed Loop Control System
title_short Rodent Arena Tracker (RAT): A Machine Vision Rodent Tracking Camera and Closed Loop Control System
title_sort rodent arena tracker (rat): a machine vision rodent tracking camera and closed loop control system
topic Open Source Tools and Methods
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7221356/
https://www.ncbi.nlm.nih.gov/pubmed/32284342
http://dx.doi.org/10.1523/ENEURO.0485-19.2020
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