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
- @hyodopenguin
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I am currently a rising junior at UC Berkeley studying data science. I hope to apply data with biodiversity, especially by utilizing camera traps for species classification. People in conservation tech are truly living my dream careers, and I can't wait to get even more inspired!

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- @Slater
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I am the Conservation Science Director at HawkWatch International, where I've worked since 2006. My work focuses mainly on conservation and research of Golden Eagles, including nesting, tracking, and winter ecology.

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Systems Engineer at Edge Impulse, experiencce with hands-on edge machine learning for wildlife conservation
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I work as in-house ecologist for a renewable energy developer in Ireland. Nature inclusive design, emerging tech and doing it better for biodiversity.
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- @rays45693
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PhD Student in Computer Science at Rensselaer Polytechnic Institute, working on wildlife conservation using deep learning
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MS seabird biology student
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- @tsmstrat
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WILDLABS and Fauna & Flora International are seeking an early career Vietnamese conservationist for 12-month paid internship position to grow and support the Southeast Asia regional community in our global...
11 January 2023
This position focuses on the ecology aspect of the project, while a second PhD in Ilmenau will be dealing with programming/AI development. Because of the high temporal resolution of our data, we can investigate how land...
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To assist with creative research project in the DC/VA/MD region
6 January 2023
The University of Alaska Fairbanks is seeking a research Post Doctoral Fellow to work in collaboration with the Arctic National Wildlife Refuge, U.S. Fish and Wildlife Service. The position will focus on using Machine...
7 December 2022
Arboreal camera trapping confirms occurrence of the thin-spined porcupine and several critically endangered species in Caparaó National Park, Brazil.
28 November 2022
First known baited underwater video match of an individual white shark, based on facial scars and other unique features White shark undertakes 1,100-mile (1800-km) transboundary swim from South Africa to Mozambique
25 October 2022
Five articles that include conservation tech published at Mongabay
20 October 2022
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19 October 2022
Authors examine occurrence patterns of 7 primate species in agroforests in Guinea-Bissau. Arboreal camera traps detected all 7 species, terrestrial cameras detected 5. Heterogeneous spatial responses amongst primates...
30 September 2022
'The low-power camera uses power from harvested acoustic energy and communicates colour images wirelessly via acoustic backscatter.' - https://twitter.com/NaturePortfolio/status/1574863768714100738?s=20&t=...
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The device could help scientists explore unknown regions of the ocean, track pollution, or monitor the effects of climate change.
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Careers
The Senior Conservation Technology Specialist will be responsible for providing technical advice and capacity development to GWP project teams on conservation technology, distilling challenges and lessons from project...
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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 2 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 2 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 2 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 2 months ago | |
Hi Vishnu,Considering only motion detection video, it is possible to modify (most) camera traps to trigger an external piece of equipment like an audio recorder. I'm not... |
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Camera Traps | 2 years 3 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 3 months ago | |
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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 3 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 3 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 4 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 4 months ago | |
Hi Ellie, did you compile this information and is it avaiblable somewhere?I need to upgrade the camera system in Baiboosun Nature Reserve Kyrgyzstan and this info would be of... |
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Camera Traps | 2 years 4 months ago | |
Hi everyone, I seek your help for the choice of my thesis subject, I hold a Master's degree in Management of protected areas and I have... |
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