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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Careers
The Department of Wildlife, Fish, and Environmental Studies (WFE), SLU, Umeå, is looking for a postdoc with strong interests in wildlife conservation technology.
15 January 2025
Article
Announcement of Project SPARROW
Zhongqi Miao
SPARROW: Solar-Powered Acoustics and Remote Recording Observation Watch
18 December 2024
Careers
Postdoc on camera trapping, remote sensing, and AI for wildlife studies
Swedish University of Agricultural Sciences
The Department of Wildlife, Fish, and Environmental Studies (WFE), SLU, Umeå, is looking for a postdoc with strong interests in wildlife conservation technology. She/he will work within Big Picture, a European project...
18 December 2024
Careers
Postdoc on camera trapping, remote sensing, and AI for wildlife studies
Tim R. Hofmeester
Fully funded 2 year position within a Biodiversa+ funded project
16 December 2024
Link
AmazonTEC: 4D Technology for Biodiversity Monitoring in the Amazon (English)
Elsa Carla De Grandi
Interesting webinar on the use of advanced technologies(e.g. Artificial Intelligence, cloud computing, drones, camera traps and satellites) for biodiversity monitoring in the Amazon. Also available in Spanish.
25 November 2024
Article
Apply Now: AI for Conservation Office Hours 2025
Jake Burton and 1 more
Are you stuck on an AI or ML challenge in your conservation work? Apply now for the chance to receive tailored expert advice from data scientists! The deadline for applications is Monday 9 December 2024.
13 November 2024
Article
📢Declas - New Open-Source Tool for Camera Trap Data🎉
Stanislas Mahussi Gandaho
Managing large volumes of camera trap data can be time-consuming and labor-intensive, especially when it comes to detecting and classifying wildlife. To tackle these challenges, Declas v1.0.0 has been released—an open-...
30 September 2024
Article
Join us in celebrating this year’s Community Choice Award winners!
15 August 2024
Article
Vote for your favorite submissions that best demonstrate conservation impact, novel innovation/discovery, and strong storytelling of the work and the sector.
12 August 2024
Link
AI Based Animal Detection Demo App for iPhone
Robert (Bob) Zak
In this post, I describe an animal recognition demonstration app I developed for the iPhone. The “MegaDetector-Demo” app uses the latest “MegaDetector” animal detector model from PyTorch-Wildlife to identify animals,...
11 August 2024
Link
Rapid Camera Trap labeling with ChatGPT
Sara Olsson
Hi all, I've published a blog post on rapidly labeling camera trap data using ChatGPT for species identification and a simple object detection model to get the bounding boxes. While presented in Edge Impulse, this...
17 July 2024
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| Description | Activity | Replies | Groups | Updated |
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| Hi Nick, Any update from your project? did you find good price value Camera Traps?We in Indonesia don't have local suppliers for any research grade Camera Traps like Bushnell... |
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Camera Traps | 1 year 4 months ago | |
| Very nice video in the link you posted btw:Here is another less artistic one: |
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Camera Traps, AI for Conservation | 1 year 4 months ago | |
| I'm also here for this. This is my first comment... I've been lurking for a while.I have 20 years of professional knowledge in design, with the bulk of that being software design... |
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AI for Conservation, Camera Traps, Data management and processing tools, Software Development | 1 year 4 months ago | |
| Yep, here:Currently it only installs on older Jetsons as in the coming weeks I’ll finish the install code for current jetsons.Technically speaking, if you were an IT specialist... |
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Autonomous Camera Traps for Insects, Camera Traps | 1 year 4 months ago | |
| HiWe are sharing the pipeline for automated annotation and training of ReWilding Dataset. Blog:https://www.... |
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Camera Traps | 1 year 4 months ago | |
| Thank you for sharing! Super interesting, as we don't see many underwater stereo cameras! We also use Blue Robotics components in our projects and have found them reliable and... |
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Sensors, Camera Traps, Marine Conservation | 1 year 5 months ago | |
| Will you accept personal/hobbyist focused on conservation on their small plots of land (10-100 acres)?I would, and know others, who would happily pay more than the official... |
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Camera Traps, Climate Change, Community Base, Connectivity, Emerging Tech, Human-Wildlife Conflict, Sensors, Wildlife Crime | 1 year 5 months ago | |
| Oh I see recent threads on the topic. Sharing here to link people over. |
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Camera Traps | 1 year 5 months ago | |
| Hi Titus,I've used latching solenoids as a release in a fresh water application. The product linked to is the one I have used, but has been discontinued (it's been quite a while... |
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Camera Traps | 1 year 5 months ago | |
| Hi,This is a really late answer but I was new to wildlabs then. I have a security appliance that uses state of the AI models and user defined polygon areas of interest that... |
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Human-Wildlife Conflict, Camera Traps, Sensors | 1 year 5 months ago | |
| Hi there!, You should definitely check out VIAME, which includes a video annotation tool in addition to deep learning neural network training and deployment. It has a user... |
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Camera Traps | 1 year 5 months ago | |
| Featuring some of the very best spider video you'll ever see.. @JayStafstrom has been pushing the boundaries of camera technology,... |
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Camera Traps, Sensors | 1 year 5 months ago |
