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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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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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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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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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...
19 September 2022
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...
14 September 2022
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...
1 September 2022
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...
26 August 2022
The Department of Wildlife, Fish, and Environmental Studies (WFE), SLU, Umeå, is looking for a postdoc with strong interests in wildlife conservation technology.
26 August 2022
Careers
Job opening at ARISE, an innovative program in the Netherlands to build a digital infrastructure for biodiversity data and services
19 August 2022
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...
10 August 2022
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...
10 August 2022
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...
5 August 2022
Careers
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...
29 July 2022
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.
11 July 2022
Careers
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
9 June 2022
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Fig 2 here; https://onlinelibrary.wiley.com/doi/full/10.1111/aje.12573 might help for the Bushnell. I haven't tested Stealthcams. There is more here; https... |
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Camera Traps | 4 years 9 months ago | |
Great talk! I thoroughly enjoyed it. Some high schoolers have done small AI projects(s) and have interest in the wildlife. What resources would you all suggest to further... |
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AI for Conservation, Camera Traps | 4 years 10 months ago | |
Hi all, There is a conversation underway in the "Ethics of conservation tech" group on best practices for responsible ue of... |
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Camera Traps | 4 years 11 months ago | |
Hi everyone, I am resurrecting this thread as WILDLABS is currently planning an online tutorial on camera trap repairs in the field on 23rd July at 11 AM ET on which I... |
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Camera Traps | 4 years 11 months ago | |
Is this offer still open |
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Camera Traps, Marine Conservation | 5 years ago | |
Hi Naomi, I'm not aware of any guidelines published, but we've got the smooth coated otter in our camera traps before, and I suggest you follow a stratified sampling... |
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Camera Traps | 5 years ago | |
Hi Tim, Your diagramme shows a USB connection between the camera and the RPi. What kind of camera is it? Also, does this mean the RPi lives with the camera in the... |
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Camera Traps | 5 years 1 month ago | |
Hi everyone! We are happy to announce our third annual iWildCam camera trap challenge, focused on helping to automate species... |
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Camera Traps | 5 years 2 months ago | |
I'm working on developing an average speed camera system using a Raspberry Pi and an Arduino that will be used in Zimbabwe on a road... |
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Camera Traps | 5 years 2 months ago | |
Hi Gregory, That is quite shocking to hear that a road could be so detrimental to wildlife. If you were able to place a speed hump or rumble strip where you place the camera... |
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Camera Traps | 5 years 5 months ago | |
Microsoft AI for Earth and DrivenData just launched a new machine learning competition on Snapshot Serengeti data: http://aiforearth.... |
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Camera Traps | 5 years 6 months ago | |
Hi all, I'm a PhD student at the Norwegian University of Life Sciences using various wildlife monitoring technologies to... |
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Camera Traps | 5 years 6 months ago |