Camera traps have been a key part of the conservation toolkit for decades. Remotely triggered video or still cameras allow researchers and managers to monitor cryptic species, survey populations, and support enforcement responses by documenting illegal activities. Increasingly, machine learning is being implemented to automate the processing of data generated by camera traps.
A recent study published showed that, despite being well-established and widely used tools in conservation, progress in the development of camera traps has plateaued since the emergence of the modern model in the mid-2000s, leaving users struggling with many of the same issues they faced a decade ago. That manufacturer ratings have not improved over time, despite technological advancements, demonstrates the need for a new generation of innovative conservation camera traps. Join this group and explore existing efforts, established needs, and what next-generation camera traps might look like - including the integration of AI for data processing through initiatives like Wildlife Insights and Wild Me.
Group Highlights:
Our past Tech Tutors seasons featured multiple episodes for experienced and new camera trappers. How Do I Repair My Camera Traps? featured WILDLABS members Laure Joanny, Alistair Stewart, and Rob Appleby and featured many troubleshooting and DIY resources for common issues.
For camera trap users looking to incorporate machine learning into the data analysis process, Sara Beery's How do I get started using machine learning for my camera traps? is an incredible resource discussing the user-friendly tool MegaDetector.
And for those who are new to camera trapping, Marcella Kelly's How do I choose the right camera trap(s) based on interests, goals, and species? will help you make important decisions based on factors like species, environment, power, durability, and more.
Finally, for an in-depth conversation on camera trap hardware and software, check out the Camera Traps Virtual Meetup featuring Sara Beery, Roland Kays, and Sam Seccombe.
And while you're here, be sure to stop by the camera trap community's collaborative troubleshooting data bank, where we're compiling common problems with the goal of creating a consistent place to exchange tips and tricks!
Header photo: ACEAA-Conservacion Amazonica
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I'm a conservationist working in the Vulture conservation space in South Africa with a huge passion for technology.
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PhD student at the University of Mississippi; research interests include predator/prey dynamics, particularly the landscape of fear in relation to species conservation. Rookie at using arduino
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Researcher working on endangered bird species
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Agroecology Geek
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Natural Resources Engineer. Birdwatcher and citizen science lover, data science enthusiast.
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Holder of a Masters in Management of Protected Areas and a Masters in Physical Geography, I have more than 5 years of experience in the field of ecological monitoring within protected areas. I am currently working as a GIS and Database Management Officer at African Parc Pendjari
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I am a doctoral student located in Germany. My topic is 'AI applications for nature- and wildlife conservation'. Currently I am working on the automatized identification of individuals with fur-patterns. But I am always open for new ideas concerning AI for wildlife.
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Wildlife, enviro and human awareness media producer. Currently creating & curating SpeciesTV.com content to 'get the word out' after years of fence-climbing eco-exposes and frontline campaigns for Activist Network TV, Greenpeace, Earth Network, ...
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