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
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Spanish veterinarian interested in wildlife conservation
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- @CaseyAliveAI
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I'm an AI developer focused on ecology and the director of Alive AI
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Make the stories that make this life worth living.

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Conservation X Labs & Wild Me
Software Engineer for Wildlife Conservation

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CTO at SafetyNet Technologies


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I work as a BI Consultant, specialising in Power BI and am passionate about wildlife, particularly in Africa
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I am Asime Oba a passionate conservationist with a strong background in microbiology and environmental science and a deep commitment to preserving, protecting and conserving wildlife and wild places in the Niger Delta region of Nigeria.
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Engineer, I work for a web development company on web application projects for biodiversity conservation. I'm especially interested by camera traps, teledetection and DeepLearning subjects.
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From Max Farrell on Twitter: "New paper comparing eDNA and camera traps for tracking waterhole visitation. We took pictures, analyzed DNA in drinking water, built a reference library for vertebrates in the Kruger, and...
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The European Biodiversity Partnership Biodiversa+, co-funded by the European Union, has launched a call for research proposals on “Improved transnational monitoring of biodiversity and ecosystem change for science and...
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At the Inria Sophia Antipolis - Méditerranée center. The project will pursue two different methodological goals: (1) explore the use of natural language bottlenecks describing visible traits or other visual...
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Boost cons tech capacity at an international NGO! Fauna & Flora International is offering a paid three-month internship to consolidate and share best practices for the application of emerging hardware and software...
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The Department of Wildlife, Fish, and Environmental Studies (WFE), SLU, Umeå, is looking for a postdoc with strong interests in wildlife conservation technology.
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Careers
Job opening at ARISE, an innovative program in the Netherlands to build a digital infrastructure for biodiversity data and services
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Are you creative, love new challenges and have experience developing software? The Wildlife Insights team is hiring! Join a diverse team of ecologists, data scientists, engineers and machine learning experts to protect...
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Hi folks! I built out a human-in-the-loop annotation platform for Felidae Conservation Fund, a SF-Bay Area nonprofit last Fall using MegaDetector. I'm looking for feedback from this amazing community around areas of...
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Press Release for International Tiger Day – July 29th, 2022: For the first time ever, wild tigers and their prey have been detected by AI-powered, cryptic cameras that transmit the images to the cell phones and...
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WCS Canada is seeking a Data Technician with a keen eye for detail to support its Wolverine Conservation Program. The Data Technician will be responsible for classifying wildlife photos taken with motion-sensor cameras...
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Two postdoc positions are now accepting applications for an NSF-funded project integrating data from museums, iNaturalist, and camera trapping data from the Snapshot USA annual survey.
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The Survey Coordinator is a 3 year role that will assist Program Managers in recruiting. training and retaining participants in a nation-wide camera trapping program
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I've been wondering about rangefinding/size-measuring technologies that could be incorporated into camera traps for a long time, and am following this thread and the work of @... |
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Camera Traps | 3 years 10 months ago | |
Thank you Stephanie, |
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Camera Traps | 3 years 10 months ago | |
Hi Doug. It's actually an interesting application, however it might actually be cheaper to try and put together an off-the-shelf solution rather than go custom. There... |
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Camera Traps | 3 years 10 months ago | |
That's such a cool list. Thanks for posting it! Akiba |
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Camera Traps | 3 years 10 months ago | |
Sharing this for COS4Cloud project. I am not part of the project. if you have questions, there are emails at the end for Alex and Angela... |
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Camera Traps | 3 years 11 months ago | |
Hi, Maybe try sourcing from Aliexpress? I an't speak to the quality, but at some price point it becomes worth looking into this option. -harold |
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Camera Traps | 3 years 11 months ago | |
Hi Michelle, I've worked on a few arboreal camera trap surveys so I might be able to share some information. With other researchers we've been working on a paper that... |
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Camera Traps | 3 years 11 months ago | |
I just did a quick search and it doesn't look like there's a place where you can ship them in Mexico. However, at least in Mexico City, there are a bunch of collection... |
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Camera Traps, Latin America Community | 4 years ago | |
Hello I understand how frustating that can be....I would try with the camera closer. 2.5m seem too far away for rat...specially that it must have some vegetation between. Also... |
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Camera Traps | 4 years ago | |
Hi. Apparently it's a common problem with Spypoint cameras. I recommend checking out this thread and testing out the reboot procedure. Akiba |
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Camera Traps | 4 years 1 month ago | |
While the manufacturer might claim that the camera requires 8xAA at 1.5v each, most likely it will work just fine with NiMH batteries that have nominal voltage of 1.2V. I have... |
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Camera Traps | 4 years 1 month ago | |
Hi I just tried and works great, I will include it in my workflow. Thanks for your work! Juan |
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Camera Traps | 4 years 1 month ago |