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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R&D lead @ enlaps


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"Founder of Worker Bees Africa, advancing bee conservation through innovation."
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I am a marine biologist / acoustic ecologist from Australia. Fascinated by bioacoustics, I always look forward to learning from people in conservation!
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Alberta Biodiversity Monitoring Institute (ABMI) & SENSR
We track changes in wildlife and their habitats in Alberta, working collaboratively to provide ongoing, relevant, scientifically credible information.


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Postdoc at Max Planck Institute of Animal Behaviour
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Holder of BSc in Applied Zoology. Assistant Ecologist at Ruaha National park.


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University of Zurich
PhD student at the University of Zürich (CH) in PopEcol group, working with camera traps and mammals
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World Wide Fund for Nature/ World Wildlife Fund (WWF)
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Lisanne Petracca is hiring TWO technicians within the SPEC Lab Ocelot Research Program to start January 17, 2024.
16 November 2023
A secure platform designed for those working to monitor & protect natural resources. Insight facilitates sharing experience, knowledge & tools to increase efficiency & effectiveness in conservation. By...
7 November 2023
Researchers in Nepal are using vertical cameras and AI technology to track and profile individual spotted deer (Axis axis), similar to the methods used for tigers.
30 October 2023
With the rising threats to biodiversity such as wildlife crime, climate change and human-wildlife conflict today, wildlife monitoring technologies have become vital to study movement ecology, behaviour patterns, changes...
25 October 2023
Do you or someone you love study nocturnal animals? Do you want to film behavior in infrared, but NOT spend $1k on a camera (that will die in the field anyways)? Is short battery life a constant battle? Here, this...
20 October 2023
When considering MPA groundfish monitoring methods: the more, the merrier! New paper out in Journal of Applied Ecology compared three MPA monitoring techniques commonly utilised to survey groundfish populations. They...
20 October 2023
Have you ever wanted to continuously film underwater species and their behaviours for up to 2 days at a low cost? Well now you can with this new open-source design guide published in @MethodsEcolEvol! https://...
5 September 2023
An interesting new paper from a camera trap surveying species' responses and resilience to megafires in the western United States. A great example of how conservation tech can help us understand regional climate change...
24 August 2023
WCS is seeking a Conservation Technology Specialist to join their work in the Okapi Wildlife Reserve.
11 August 2023
Please join us in celebrating this year’s top #Tech4Wildlife Photo Challenge Honorees as chosen by our panel of leading conservation organization judges, and enjoy the story contained within these entries about how our...
4 August 2023
Join us as we count down the WILDLABS community's honorees in the first-ever #Tech4Wildlife Community Choice Awards!
3 August 2023
Exciting opportunity for an experienced biodiversity monitoring expert in ZSL's conservation department
18 July 2023
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Description | Activity | Replies | Groups | Updated |
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Just in case anyone out there who's wondering the same as I did. I finally have this specific model in hand, and no it doesn't record in hybrid mode. |
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Camera Traps | 4 years 10 months ago | |
Thanks Carly! I was thinking similar things, you can identify shape a lot better when you see an object with depth rather than without. The two cameras can be configured... |
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Camera Traps | 4 years 11 months ago | |
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 | 5 years 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 | 5 years 1 month 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 | 5 years 2 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 | 5 years 2 months ago | |
Is this offer still open |
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Camera Traps, Marine Conservation | 5 years 2 months 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 3 months 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 4 months 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 5 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 5 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 7 months ago |