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



- 1 Resources
- 29 Discussions
- 18 Groups
- @tsmstrat
- | she/her
- 1 Resources
- 2 Discussions
- 4 Groups
- 0 Resources
- 0 Discussions
- 13 Groups
Spanish veterinarian interested in wildlife conservation
- 0 Resources
- 0 Discussions
- 14 Groups
- @CaseyAliveAI
- | He/Him
I'm an AI developer focused on ecology and the director of Alive AI
- 0 Resources
- 0 Discussions
- 4 Groups
- @team
- | team
Make the stories that make this life worth living.

- 0 Resources
- 2 Discussions
- 6 Groups
Software engineer
- 0 Resources
- 3 Discussions
- 4 Groups
- @Mumonkan
- | he / him
Conservation X Labs & Wild Me
Software Engineer for Wildlife Conservation

- 0 Resources
- 4 Discussions
- 11 Groups
- @aranFish
- | He/Him
CTO at SafetyNet Technologies


- 1 Resources
- 1 Discussions
- 6 Groups
- @ajcatella
- | he/him
I work as a BI Consultant, specialising in Power BI and am passionate about wildlife, particularly in Africa
- 0 Resources
- 3 Discussions
- 8 Groups
- @asime
- | He
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.
- 0 Resources
- 0 Discussions
- 4 Groups
- @SZaluski
- | her, she
- 0 Resources
- 0 Discussions
- 3 Groups
2020 marked our fifth year holding our annual #Tech4Wildlife Photo Challenge, and our community made it a milestone to remember. Conservationists took to Twitter last week to share their best high-tech snapshots from...
4 March 2020
The 2020 Tusk Awards are now accepting nominations of outstanding individuals who have made a significant impact on conservation in Africa. These nominations offer the rare and exciting opportunity to honor your peers...
3 March 2020
The Arribada Initiative is back with an update on their thermal elephant alert system which aims to reduce human-elephant conflict (HEC). The success of their system rests on the ability of a camera to accurately...
17 February 2020
Fueled by Artificial Intelligence, Wildlife Insights provides access to over 4.5 million camera trap records.
17 December 2019
Ahead of the upcoming Camera Trapping Sympoisum, organiser Arie Hammond has compiled a list of key resources for camera trapping, covering everything from reading lists for beginners to data sets, models and tools for...
5 November 2019
Microbial fuel cells, developed by Plant-powered Camera Trap Challenge winners Plant-E, have been used successfully with Xnor.ai's energy harvesting camera technology to capture what are thought to be the world's first...
15 October 2019
Article
In the past six months Instant Detect 2.0 has physically emerged, with the first prototype systems built and ready for testing at the start of April. The ZSL team is now well into their optimisation and hardening phase...
3 September 2019
Rutgers University, Microsoft AI for Earth, Google Earth Outreach and San Diego Zoo Global are proud to announce the world’s first camera trap technology symposium, to take place November 7th and 8th at Google...
2 September 2019
In this case study, Cooper Oelrichs of Save Indonesian Endangered Species Fund (SIES) breaks down his proposal for the development and training of an automated rhino identification system from limited camera trap data.
27 July 2019
The WILDLABS TECH HUB is supporting technology solutions tackling the illegal wildlife trade, in collaboration with the Foreign & Commonwealth Office, Digital Catapult, Satellite Applications Catapult, Amazon Web...
4 June 2019
Ol Pejeta Conservancy partners with conservation and technology organisations to kick-start a research and innovation centre for wildlife conservation
31 May 2019
In this blog, Laure Joanny adds her perspectives to an ongoing discussion that we've been seeing in the community about conservation tech and it's relationship to e-waste. How do we tackle the challenge of battery waste...
3 May 2019
June 2025
July 2025
June 2020
October 2019
event
58 Products
Recently updated products
4 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
---|---|---|---|---|
Hi @Alasdair Great to hear from you! Thanks for the comment and for those very useful links (very interesting). And for letting @Rob_Appleby know. I can't wait to hear... |
|
Emerging Tech, Camera Traps, Conservation Tech Training and Education | 1 year 1 month ago | |
Hello everyone, I'm interested in gathering insights on how the behavior of different species impacts the development and efficacy of... |
|
Animal Movement, Acoustics, Camera Traps, eDNA & Genomics, Emerging Tech, Marine Conservation | 1 year 2 months ago | |
Hi Andrew! Great to hear your friend, Scott working in Indonesia! I bet he is working on east region with lot of cool monitor lizards!I use Mavic 2 as well for my crocodile... |
|
Camera Traps | 1 year 3 months ago | |
Ah yes. I didn’t notice that. Indeed it’s “near infrared”, 850nm lighting. |
|
Camera Traps, Marine Conservation | 1 year 3 months ago | |
I've used AA rechargeable almost exclusively for many years now. I try to get rechargeables sourced from Japan (Panasonic Eneloop and Fujitsu), but have also used Eveready ... |
+18
|
Camera Traps | 1 year 3 months ago | |
Thanks for the link, Amanda. The price of $900 is a bit too steep for me, but at least I now know a bit better what you meant with a power analyser.I can't remember either what I... |
|
Camera Traps | 1 year 3 months ago | |
Perfect thanks! I am still a novice using Python but my wife can help me! |
+6
|
AI for Conservation, Camera Traps, Human-Wildlife Conflict | 1 year 3 months ago | |
Hi Danilo. you seem very passionate about this initiative which is a good start.It is an interesting coincidence that I am starting another project for the coral reefs in the... |
|
Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Climate Change, Community Base, Connectivity, Drones, Emerging Tech, Human-Wildlife Conflict, Open Source Solutions, Sensors, Software Development, Wildlife Crime, Funding and Finance | 1 year 3 months ago | |
Hi Danilo, yes just in time ;-) |
|
Camera Traps, Autonomous Camera Traps for Insects | 1 year 3 months ago | |
Am working on similar AI challenge at the moment. Hoping to translate my workflow to wolves in future if needed. We all are little overstretched but it there is no pressing... |
|
Camera Traps, AI for Conservation, Build Your Own Data Logger Community, Data management and processing tools, Marine Conservation, Protected Area Management Tools, Geospatial | 1 year 4 months ago | |
I have fixed Bushnell TrophyCam IR windows with plastic cut from the bottom of a supermarket fruit package. Any thin, clear plastic will be OK. I stuck it in with silicone, but... |
|
Camera Traps | 1 year 4 months ago | |
Hi!I would take a look at Although developed for camera trap imagery, it is by no means restricted to such.Cheers,Lars |
|
Camera Traps, Community Base, Data management and processing tools, Drones, Emerging Tech, Geospatial, Software Development | 1 year 4 months ago |