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.
- @Muzna
- | She, Her
Muzna Kashaf is a dedicated herpetologist who recently achieved her MPhil, showcasing her commitment to advancing knowledge in the field. Her research focus lies in amphibians, and she has utilized Geographic Information Systems (GIS) to enhance precision of her studies.

- 0 Resources
- 6 Discussions
- 2 Groups
- 0 Resources
- 6 Discussions
- 3 Groups
Panthera

- 0 Resources
- 2 Discussions
- 1 Groups
- @lucytallents
- | She/Her
VerdantLearn
Sociable e-learning for conservation capacity building

- 4 Resources
- 6 Discussions
- 4 Groups
- 0 Resources
- 0 Discussions
- 3 Groups
- @CitlalliMJ6
- | she/her
Conservation biologist, executive director at the Tesoro Escondido Reserve Foundation in the Ecuadorian Chocó, working on participatory action research, environmental education, primate and amphibian conservation
- 0 Resources
- 0 Discussions
- 7 Groups
St. Lawrence University
Professor of Biology at St. Lawrence University
- 0 Resources
- 2 Discussions
- 12 Groups
- @diego_lizcano
- | He/Him
Wildlife biologist interested in biodiversity monitoring and the conservation of mammals. Passionate photographer.
- 0 Resources
- 0 Discussions
- 7 Groups
wildlife crime WWF-NL
- 0 Resources
- 2 Discussions
- 6 Groups


- 0 Resources
- 33 Discussions
- 3 Groups
- 0 Resources
- 0 Discussions
- 16 Groups
- @jenlaw
- | She/Her
Biodiversity scientist specialising specialising in the study of tropical ecosystems and their biodiversity using multiple forms of technology, including acoustics, images and robotics.
- 0 Resources
- 0 Discussions
- 14 Groups
Press Release for International Tiger Day – July 29th, 2022: For the first time ever, wild tigers and their prey have been detected by AI-powered, cryptic cameras that transmit the images to the cell phones and...
5 August 2022
Careers
WCS Canada is seeking a Data Technician with a keen eye for detail to support its Wolverine Conservation Program. The Data Technician will be responsible for classifying wildlife photos taken with motion-sensor cameras...
29 July 2022
Two postdoc positions are now accepting applications for an NSF-funded project integrating data from museums, iNaturalist, and camera trapping data from the Snapshot USA annual survey.
11 July 2022
Careers
The Survey Coordinator is a 3 year role that will assist Program Managers in recruiting. training and retaining participants in a nation-wide camera trapping program
9 June 2022
Microchip has just announced the 1 GHz SAMA7G54 single-core Arm Cortex-A7 microprocessor (MPU) with MIPI CSI-2 and parallel camera interfaces, as well as up to four I2S, one SPDIF transmitter and receiver, and a 4-...
3 June 2022
30 May 2022
Check out this round-up of three of the latest conservation tech studies and news. See more conservation tech news by subscribing to our bi-monthly digest.
24 March 2022
Community Announcement
Are you an early career Kenyan conservationist looking to explore emerging conservation technologies while networking with a strong cohort of other female leaders? Apply now for our 6-month Women in Conservation Tech...
8 March 2022
We're proud to introduce the first WILDLABS On the Edge Fellows for 2022, Loretta Schindlerova and Meredith Palmer! Working alongside expert Edge Impulse mentors, these two fellows will use embedded machine learning to...
10 February 2022
This article argues for a conservation method that integrates monitoring technology and community knowledge. Focusing on pangolins, the most trafficked animals globally, the study combines camera trap data from the...
20 December 2021
Camera trap wildlife surveys can generate vast amounts of imagery. A key problem in the wildlife ecology field is that vast amounts of time is spent reviewing this imagery to identify the species detected. Valuable...
20 December 2021
August 2025
event
event
September 2025
event
event
event
February 2023
58 Products
Recently updated products
4 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
---|---|---|---|---|
Hi Phil, Thanks for sharing - this is really interesting work! Seems like a cool integration of ground-based (or ocean-based) data and satellite data, with a community... |
|
Geospatial, Acoustics, Camera Traps, eDNA & Genomics | 10 months 2 weeks ago | |
Dear team,I am new to WildLabs. It's great to find all the interesting and informative discussions.We are exploring deploying "connected" camera traps in wetlands (2 hectares for... |
+8
|
Camera Traps | 10 months 3 weeks ago | |
I've deployed and trained others to climb and deploy arboreal cameras in several countries and I agree with Lucy's approach. Leaving a thin cord (like a throw line) to quicken... |
+6
|
Camera Traps | 11 months ago | |
Hi Karen,Yeah the discharge curves of lithium cells tend to be very stable for a long time and then drop sharply at the end. Akiba and Brett's advice below re: condensation... |
|
Camera Traps, AI for Conservation | 11 months ago | |
Hej Vasilios, thank you so much for this list with notes! Much appreciated. Thank you also for sharing your experiences with the Mitsubishi corporation, your non-profit and other... |
|
Camera Traps, Funding and Finance | 11 months ago | |
Hi Rob,Thank you so much for these suggestions, I'll do a little more research around these and get back to you if I have any other questions! :)Best,Chelsea |
|
Camera Traps | 11 months 1 week ago | |
Hi Patrick,FYI - I've modified a couple hundred GardePros at this point with a new lens for wider angles and closer focus. Their cameras are pretty simple so easy to take apart... |
+11
|
Camera Traps | 11 months 3 weeks ago | |
Very interesting please update us once experiment is successful |
|
Camera Traps, Conservation Tech Training and Education | 1 year ago | |
Really interesting, I will take a look |
|
AI for Conservation, Camera Traps, Data management and processing tools, Emerging Tech | 1 year ago | |
great project !! |
|
Camera Traps | 1 year ago | |
great idea!! |
+28
|
Camera Traps | 1 year ago | |
Keep digging girll!! |
|
Camera Traps | 1 year ago |