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
No showcases have been added to this group yet.
National Geographic Society
Experience utilizing technology to inspire, educate, and create solutions to some of our biggest challenges. Currently, head of the National Geographic Society Exploration Technology Lab, overseeing the development and deployment of research and storytelling technologies.
- 0 Resources
- 1 Discussions
- 16 Groups
I'm a wildlife ecologist with interests in a range of technology.
- 0 Resources
- 22 Discussions
- 5 Groups
- @ana-alcantara
- | She/her
Postgraduate Biology student interested in bioacoustics, conservation biology and biodiversity
- 0 Resources
- 2 Discussions
- 10 Groups
- 0 Resources
- 0 Discussions
- 4 Groups
- @magerk
- | she/her
wildlife ecologist, Associate Professor of Environmental Science, Policy, & Sustainability and Biology
- 0 Resources
- 2 Discussions
- 3 Groups
- @kosmakosv
- | he/him
Peace Corps Volunteer and Nature Enthusiast
- 0 Resources
- 10 Discussions
- 1 Groups
Movement Ecologist studying the where, why, and how animals move throughout our world. Current work is investigating the movement and energetics of large neotropical bats in a changing environment with ephemeral resources.
- 0 Resources
- 23 Discussions
- 22 Groups
- @matt_hron
- | He/Him
Wildlife Protection Solutions (WPS)
Product Manager at Wildlife Protection Solutions
- 0 Resources
- 8 Discussions
- 8 Groups
- @tomwhite101
- | He/Him
Agroecology Geek
- 0 Resources
- 0 Discussions
- 12 Groups
World Wide Fund for Nature/ World Wildlife Fund (WWF)
- 1 Resources
- 2 Discussions
- 5 Groups
- @heiabb02
- | she/her
Early Career Wild Felid conservationist with BS in Biology & Zoology
- 0 Resources
- 0 Discussions
- 6 Groups
Asst. Prof @ MIT with research at the intersection of computer vision, biodiversity monitoring, conservation, and sustainability.
- 4 Resources
- 15 Discussions
- 5 Groups
Article
Machine learning, meet the ocean
Kate Wing
There is a revolution coming in conservation. Advances in conservation technology are generating more data than ever before on what lives where, who eats who, and what’s disappearing and how fast, but it still requires...
10 May 2017
Article
In this From the Field interview, we speak to Dr. Raman Sukumar, a world renowned expert on Asian elephant conservation. He shares his thoughts on how technology could be used for mitigating elephant-human conflict, and...
5 April 2017
The Camera Traps group is one the most active in our community, with members keen to discuss approaches to data management and processing, study design, and new software and hardware developments. Indeed, the top entry...
23 March 2017
Article
#Tech4Wildlife Photo Challenge: Our favourites from 2016
WILDLABS Admin
Are you ready for this year's #Tech4Wildlife Photo Challenge? In anticipation, we're counting down our ten favourite entries from last year. Do you think you can top these?
1 March 2017
Funding
Conservation Leadership Programme 2017 Award
WILDLABS Admin
The Conservation Leadership Programme (CLP) is a training and capacity building programme that targets individuals from developing countries who are early in their conservation career and demonstrate leadership...
21 November 2016
Funding
Neotropical Migratory Bird Conservation Act grants via USFWS
WILDLABS Admin
Do you work on conserving Neotropical migratory birds? Do you need funding? Why not apply for a grant from the U.S. Fish and Wildlife Service through the Neotropical Migratory Bird Conservation Act's grant program? The...
8 November 2016
Article
Internet Cats Just Got Bigger
WILDLABS Admin
The internet has a long love affair with cat pictures, but these aren’t your mom’s internet cats. Now internet cats are getting even bigger and wilder. In this article, Dr. Lisa Feldkamp talks about the work Panthera is...
26 October 2016
Article
Caves don't tend to be well-liked ecosystems, being extremely dark, often quite cramped, and slippery. And the creepy-crawlies that live within them can be the stuff of nightmares. Nevertheless, one's attitude towards...
25 July 2016
Article
Camera traps reveal mysteries of nature
Roland Kays
Sharing personal 'best of' animal pictures is a favorite pastime of many camera trappers. A prolific camera trapper himself, Roland Kays has pulled together more than 600 images collected by 152 researchers from 54...
18 July 2016
Article
Can camera traps placed in trees offer a way to rapidly inventory secretive arboreal mammals? How does this approach compare with traditional survey techniques? Dr Andy Whitworth and his colleagues set out to answer...
4 July 2016
Article
TEAM Network and Wildlife Insights
Eric Fegraus
Operating the largest tropical forest camera trap network globally, TEAM Network has accumulated over 2.6 million images. How can large datasets coupled with new techniques for data management and analysis provide...
28 April 2016
Article
Camera traps have revolutionised wildlife research and conservation, enabling scientists to collect photographic evidence of rarely seen and often globally endangered species, with low expense, relative ease, and...
20 April 2016
August 2025
event
Riley Knoedler
event
Louisa Richmond-Coggan
September 2025
event
Louisa Richmond-Coggan
June 2020
October 2019
58 Products
Recently updated products
4 Products
Recently updated products
| Description | Activity | Replies | Groups | Updated |
|---|---|---|---|---|
| I think the big thing is power consumption. Commercial camera traps have a large power (current) dynamic range. That means they can often swing from ~0.1 mA to ~1000 mA of current... |
|
Camera Traps | 8 months 3 weeks ago | |
| As others have said, pretty much all image models at least start with general-subject datasets ("car," "bird," "person", etc.) and have to be refined to work with more precision... |
+20
|
AI for Conservation, Camera Traps | 8 months 4 weeks ago | |
| This is a thread for anyone who has questions about AI for Conservation Office Hours 2025.We're once again teaming up with Dan Morris from... |
|
Acoustics, AI for Conservation, Camera Traps, Community Base, Geospatial | 8 months 4 weeks ago | |
| Hi Eugene!Interesting project!I already signed up to test it!Cheers,Lars |
|
AI for Conservation, Camera Traps | 9 months 1 week ago | |
| Thanks :)We are working on making it smaller and simpler using the latest openMV board. |
+15
|
Camera Traps | 9 months 1 week ago | |
| Hi everyoneMy first post on this site - not sure if this is the proper group.I've placed a few trail cams in Florida. After 3 months and... |
|
Camera Traps | 9 months 1 week ago | |
| Hi Lucy,I now realised it is an old thread and you most likely have already found a solution long ago but this might be of interest to others.As mentioned previously, it is... |
+5
|
Camera Traps, Data management and processing tools, Open Source Solutions, Software Development | 9 months 1 week ago | |
| Yes baboons. But this area has a few different primate species. In the weekend three species were present.Yes, the thermal ones will be spectacular. I wondering what other species... |
|
Camera Traps | 9 months 3 weeks ago | |
| Hi Brett, I am interested in developing really low cost multi channel underwater acoustic recorders. Can you tell me a bit more about the board and stuff you were using... |
|
Build Your Own Data Logger Community, Acoustics, Camera Traps, Climate Change, East Africa Community, Marine Conservation, Open Source Solutions, Protected Area Management Tools | 9 months 3 weeks ago | |
| For the record now that this is here:This error typically occurs when the wrong number of classes is given to timm.create_model. You should try to specify num_classes=30... |
|
Camera Traps, AI for Conservation | 9 months 4 weeks ago | |
| Product added to the Inventory : Tikee |
|
Camera Traps | 10 months ago | |
| Do you use camera traps? If so, we'd love if you could take five minutes to fill out this survey: tinyurl.com/zambasurveyWith our WILDLABS... |
|
AI for Conservation, Camera Traps, Data management and processing tools, Software Development, Open Source Solutions | 10 months 1 week ago |
