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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Link
Best Trail Cameras 2023 - Forbes Vetted
Stephanie O'Donnell
Forbes feature comparing five trail cameras.
26 April 2023
Link
Video: Virginia Tech tracking bobcats to preserve wildlife
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Quick feature of Virgina Tech project using camera traps and biologgers to track bobcats, collecting data to inform human-wildlife coexistance efforts
26 April 2023
Careers
Hardware Lead - Biodiversity / Conservation
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New role at Pivotal Earth
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New paper in Methods in Ecology and Evolution
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Ol Pejeta Conservancy and Mbaza AI
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Proposals wanted for Innovation in Practice
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The Innovation in Practice edition of Methods in Ecology and Evolution is still seeking proposals about conservation technology
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Interesting article that links to research on how technology has made studying moose populations easier, with particularly good explanation of what makes moose populations difficult to track.
22 February 2023
Link
Are you looking to use camera traps in your conservation project? Check out this starter tutorial from Ol Pejeta's Kennedy Muriithi - he'll walk you through everything you need to know about getting started with camera...
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Tropical pilot of insect camera traps
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New technology enabling the automated monitoring of moths has been put to rigorous testing in tropical conditions in Panama by an international team of researchers
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| Description | Activity | Replies | Groups | Updated |
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| Yes, but for our needs that are not powerful enough |
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Acoustics, Build Your Own Data Logger Community, Camera Traps, Emerging Tech, Open Source Solutions | 2 years 4 months ago | |
| Thank you so much for your reply! I'll look in to this now :) |
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Acoustics, Autonomous Camera Traps for Insects, Camera Traps, Data management and processing tools, Drones, Geospatial, Software Development | 2 years 4 months ago | |
| The eVorta website is still VERY empty but will be worth keeping an eye out for for sure. At first, from the notes above, I thought that this was Edge AI but in the article linked... |
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Camera Traps, Connectivity | 2 years 4 months ago | |
| Hey there! Not sure what your funding constraints are but I have been using Reolink Go PT, which is solar powered. This model has been discontinued. However they have an upgraded... |
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Camera Traps | 2 years 5 months ago | |
| We have made available our underwater videos on YouTube as a playlist https://www.youtube.com/playlist?list=PLnhVZKKy8WkZKriCIV6r7upWhHNVrU_7L It's about 1.113 short video... |
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AI for Conservation, Camera Traps, Data management and processing tools, Marine Conservation | 2 years 5 months ago | |
| Hi Steph, This should be a simple project. Recently I came across a website with a sample video I am not sure whether it was from the wild Labs website. Where a camera is... |
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AI for Conservation, Camera Traps | 2 years 5 months ago | |
| @Stephanie well this just goes to show how good Browning market segmentation is :) Yes -- it sounds like the "clickless" Patriot is a good choice for you. I am in the... |
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Camera Traps | 2 years 5 months ago | |
| Hi Titus,If the usual syntactic foam sources aren't available, an option may be to add an empty dry housing or use a larger housing for the BRUV, just to provide the buoyancy.You... |
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Camera Traps, Emerging Tech, Open Source Solutions | 2 years 6 months ago | |
| Hey Tom,Since the output is dependent on a couple of factors such as the solar irradiance of the place, shading from the canopy, the type of solar panels (mono, poly or amorphous... |
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Autonomous Camera Traps for Insects, Build Your Own Data Logger Community, Camera Traps, Conservation Tech Training and Education, Sensors | 2 years 6 months ago | |
| Hi @timmh I've posted a link to this on Twitter too so fingers crossed you get some replies! All the best, Rob |
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Camera Traps | 2 years 6 months ago | |
| The PIR motion sensor is at the top of the device board. You can see they are using a 3-pin analog motion sensor. From there it goes into a processing circuit. Unfortunately it... |
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Camera Traps | 2 years 6 months ago | |
| My original background is in ecology and conservation, and am now in the elected leadership of the Gathering for Open Science Hardware which convenes researchers developing open... |
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AI for Conservation, Animal Movement, Camera Traps, Conservation Tech Training and Education, Data management and processing tools, Drones, Emerging Tech, Sensors | 2 years 6 months ago |
