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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University College London (UCL)
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This study breaks ground in outlining a methodology for a system of low-cost, long-term camera traps (Dispersed Environment Acquatic Cameras) that can be deployed over large spatial scales in remote marine environments...
30 November 2021
In Ellie Warren's interview with Sara Beery as part of the Technical Difficulties Editorial Series, they discussed how the hype surrounding machine learning impacts our perceptions of failure, and how conservationists...
23 November 2021
CAIMAN is a product from the Sensing Clues Foundation that automatically classifies animals on images from camera traps. It aims to be available by the end of 2021, contact the Sensing Clues team for more details. This...
18 November 2021
In her case study from our Technical Difficulties Editorial Series, Juliana Masseloux discusses her challenges in working with camera traps to study elusive and rare animals like the pangolin, and shares her best advice...
11 November 2021
Black Rock Forest (BRF) are recruiting a seasonal Wildlife Connectivity Technician. Visit their website for further details and how to apply. Hurry, applications close soon!
3 November 2021
In their three-part interview from our new series Technical Difficulties, Colby Loucks and Eric Becker share the failures they've encountered and learned from throughout six years of working on the WWF-US Wildlife Crime...
13 October 2021
In Alina Peter's and Kristen Snyder's contribution to the Technical Difficulties Editorial Series, you'll receive a practical checklist of factors and questions to consider at various stages of your conservation...
13 October 2021
Article
Wildlife Insights is excited to announce the public release of their new platform! Read on to learn about all the useful features you'll find on Wildlife Insights, and check out WILDLABS' Tech Tutors episode with...
27 July 2021
Read our interview with Tasmin Alexander, early career conservationist and member of the CLP Future Conservationist Award-winning Preuss's Monkey Project research team. Working in the Obudu Plateau in Nigeria, this team...
2 June 2021
Read our interview with early career conservationist and CLP Future Conservationist Award recipient Owino Raymond, who is working with camera traps along the Kenya-Somalia border to understand and reduce conflict...
21 May 2021
Check out the new research article "Environmental DNA metabarcoding as a useful tool for evaluating terrestrial mammal diversity in tropical forests." Recently published in Ecological Society of America's Ecological...
6 April 2021
Community Announcement
Whether you spent the last year working in the field, lab, at home, or virtually, the WILDLABS community's conservation tech achievements were on full display in our annual #Tech4Wildlife Photo Challenge! Relive our...
25 March 2021
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Amaxing, thank you! We had to put them out already so have gone with the super-tech solution of a *very* high pole for now but will look at speaking to Sebastian, or with... |
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Camera Traps | 6 years 11 months ago | |
Thanks, Steph. The camera trap ML nerds among us will have seen drafts of this kicking around in pre-print for a while now. Very cool to see it out finally. I'... |
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Camera Traps | 7 years ago | |
Check our CamoCamPics.com for a full line Browning Trail Cameras and Accessories! |
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Camera Traps | 7 years 2 months ago | |
Looking for infra‐red CCTV monitoring cameras to install at perimeter fence to aid remote assessment and evidence capture of suspected... |
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Camera Traps | 7 years 2 months ago | |
We want to understand how or if time-lapse imagery is used to monitor wildlife and landscapes in real-time and... |
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Camera Traps | 7 years 2 months ago | |
Just signposting this group to the Camera trapping workshop event to be held at the Royal Geographical Society in London on Thursday... |
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Camera Traps | 7 years 3 months ago | |
Hi Damien, Lora technology enables a range of very efficient solutions that you can deploy over a large area. We provide consultancy and field support for deploying such... |
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Camera Traps | 7 years 3 months ago | |
Dear All Our group in Australia has developed a device for monitoring wild dogs/dingoes in remote areas and have a fully authomated system using Iridium and or 3-4G... |
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Camera Traps | 7 years 3 months ago | |
Sounds great! I am doing the almost same thing, since here we have a problem between elephant and human living in the same area and conflict a lot. We would like to warn people... |
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Camera Traps | 7 years 3 months ago | |
My preference is to use Adobe Lightroom, allowing me to move forwards or backwards one frame at a time. I can also adjust the exposure. This is an example from one of my videos.... |
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Camera Traps | 7 years 3 months ago | |
I'm honored to be part of this WILDLABS group and specifically this Camera Trap forum. I hope that what I've learned weekly over... |
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Camera Traps | 7 years 3 months ago | |
Consultancy opportunity with WWF-UK Collation and cleaning of global camera-trapping data Interested in getting hands-on experience... |
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Camera Traps | 7 years 4 months ago |