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: Stephanie O'Donnell
Independent Researcher (Conservation Biologist)
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- @iska1818
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nature nerd, leopard and eagle lover
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Conservation Biologist; Research interest Human Dimensions on Wildlife Conservation and Conservation Tech

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- @adanger24
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Arribada Initiative
Senior Project Manager and Field Specialist


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- @Blessing
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I'm a wildife conservationist currently working in conservation Technology as a Data Technician. I'm very passionate about conserving wildlife and exploring more in the conservation world.
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- @NatsaniDube
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I am a skilled ecologist, animal scientist, conservationist, and environmentalist with experience in wildlife, ecological modelling, statistics, agriculture, and natural resource management. I aim to make a positive contribution to these fields through research and conservation.
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Passionate about wildlife and impact investment with an academic, research and practitioner background in environmental science, environmental law and green criminology pursued in Central America, China, Tanzania and the United Kingdom I am driven to decolonise the research on c
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Dedicated wildlife conservationist with over three years of hands-on experience in field research and conservation. Through extensive fieldwork i developed a strong foundation in various conservation techniques, including camera trap deployment, plant inventory methods.
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- @Venance
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As a wildlife conservationist, I am deeply committed to the Ecology and Community Development. I help communities balance conservation with livelihoods, promoting beekeeping with the motto “Shusha Shoka, Pandisha Mzinga (Drop the Axe, Raise the Hive).
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National Geographic Society
Experience utilizing technology to inspire, educate, and create solutions to some of our biggest challenges. Currently, head of the National Geographic Society Exploration Technology Lab, overseeing the development and deployment of research and storytelling technologies.
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I'm a wildlife ecologist with interests in a range of technology.


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The two cameras you mention below tick off most of the items in your requirements list. I think the exception is the “timed start” whereby the camera would “wake up” to arm... |
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Camera Traps | 1 year 6 months ago | |
Hi @GermanFore ,I work with the BearID Project on individual identification of brown bears from faces. More recently we worked on face detection across all bear species and ran... |
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AI for Conservation, Camera Traps, Data management and processing tools, Software Development | 1 year 6 months ago | |
Hi Jay! Thanks for posting this here as well as your great presentation in the Variety Hour the other day!Cheers! |
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Camera Traps | 1 year 6 months ago | |
For anyone interested: the GBIF guide Best Practices for Managing and Publishing Camera Trap Data is still open for review and feedback until next week. More info can be found in... |
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Autonomous Camera Traps for Insects, Camera Traps | 1 year 6 months ago | |
Hi Maddie,This camera has a very quick reaction time. |
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Camera Traps | 1 year 7 months ago | |
Hi @mguins , as @kimhendrikse mentioned resolution (and also brand) for thermal cameras can dictate a big jump in price. GroupGets has a budget Lepton (FS - short for 'factory... |
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Camera Traps | 1 year 8 months ago | |
This is super cool! Me and @Hubertszcz and @briannajohns and several others are all working towards some big biodiversity monitoring projects for a large conservation project here... |
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AI for Conservation, Autonomous Camera Traps for Insects, Camera Traps, Funding and Finance | 1 year 8 months ago | |
A few months ago, the Wildlife Insights team conducted a survey to learn more about camera trap data management practices, the use of AI... |
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Camera Traps | 1 year 8 months ago | |
Hello Community,I am currently working on specifying some camera trap projects and am particularly interested in gathering statistics on... |
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Camera Traps | 1 year 8 months ago | |
Just a heads up that GBIF has released a new technical document for community peer review. The guide, Best Practices for Managing and... |
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Camera Traps | 1 year 8 months ago | |
Thanks folks. Will go check and let you know what I learn.Mike |
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Camera Traps | 1 year 9 months ago | |
Graeme, Maybe speak to a web IT expert. You may be able to have an interface on the webpage which provides the login credentials to the camera, but then passes the image (and... |
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Camera Traps, Sensors | 1 year 9 months ago |