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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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
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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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Permanent and Full Time role at the UK Centre for Ecology & Hydrology
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I agree, this would be great for canopy work! |
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Autonomous Camera Traps for Insects, Camera Traps, Emerging Tech, Marine Conservation | 1 year 9 months ago | |
Does anyone know of a network camera that can stream live video direct to a browser page without requiring a password? Our Nest Outdoor... |
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Camera Traps, Sensors | 1 year 9 months ago | |
Hello everyone,With my original background in ecology/conservation, I'm working on an open science project to give motion-sensing... |
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Camera Traps | 1 year 9 months ago | |
Hi Ross, Where exactly did you put the UV paint? Was it on the petals or the actual middle of the flowers? I would recommend switching from sugar paste to sugar water... |
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Camera Traps, Autonomous Camera Traps for Insects | 1 year 10 months ago | |
During Andrew's talk, @dmorris put out a call in the chat that might be relevant to folks catching up on the video, so I'll drop it here too: Re: Andrew's fish work... part... |
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AI for Conservation, Camera Traps, Drones, Marine Conservation | 1 year 10 months ago | |
I like your hypothesis. I'm going with that until someone demonstrates otherwise. It's less fun than finding out that Elsa Kramer's birthday was January 13th (or... |
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Camera Traps | 1 year 10 months ago | |
Also, for more help, here is the link to the website where an old report is shown. Navy Marine Species Monitoring :: Time-lapse Camera Surveys of Pinnipeds in Southeastern Virginia |
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Camera Traps, Data management and processing tools | 1 year 10 months ago | |
A new COST action has been announced which will focus on the use of computer vision for monitoring insects.InsectAI will run for 4 years... |
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AI for Conservation, Autonomous Camera Traps for Insects, Camera Traps | 1 year 10 months ago | |
(apologies for joining this thread late) Has anyone tried using the LIDAR in one of the newer iPhones so-equipped as a trail cam trigger? (e.g. iPhone12 Pro), perhaps in... |
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Camera Traps | 1 year 10 months ago | |
This is such a cool idea! We need an aussie/international version!Best of luck with this year's survey!Rob |
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Camera Traps | 1 year 11 months ago | |
I just wanted to see if anyone else was having an issue with Cuddelink cameras sometimes emailing you super old images. Like for example,... |
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Camera Traps | 1 year 11 months ago | |
Hi Donya! You might check out the Conservation Tech Directory to see what projects/organizations/tools best align with your interests and skills. |
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Acoustics, AI for Conservation, Camera Traps, Drones | 1 year 11 months ago |