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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World Wide Fund for Nature/ World Wildlife Fund (WWF)
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- @ldbraunholtz
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(Tropical) forest ecologist w interest: biodiversity, camera traps, community led conservation & more. Passionate about inclusive nature for all.
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- @Riley
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I'm a Data Scientist at Western EcoSystems Technology. I am interested in AI processing and statistical modeling of acoustic data and camera trap and drone imagery.
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- @Gathoni
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PhD Candidate at Nottingham Trent University, UK. Ecologist with a passion for wildlife conservation and conservation technology with foundational training in BSc and MSc Rangeland Management (Ecology option). Current project: Use of acoustics to monitor ecosystem restoration.
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- @parlaynu
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software engineer
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- @moorerp
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Oregon State University
Avian/Conservation ecologist at Oregon State University and Wildlife Corridors (in Patagonia, Arizona, USA)
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World Wide Fund for Nature/ World Wildlife Fund (WWF)
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- @AlexBats
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Wildlife Protection Solutions (WPS)
Director of Technology at Wildlife Protection Solutions. Primarily focuses on leveraging machine learning and advanced data analytics to combat poaching, monitor biodiversity, and predict environmental threats.
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Arribada Initiative
Director at Arribada, a UK-based conservation technology research & development organisation
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Community Announcement
WILDLABS Community Call Recording: Rainforest X-PRIZE
WILDLABS Admin
Our second WILDLABS Community Call took place on April 1st to continue the discussion started by Ben Tregenna in our Data Science group, in which he suggested the idea of submitting a collaborative entry to the X-Prize...
30 March 2020
Article
Trapped inside during the COVID-19 quarantine and looking to engage with conservation science without leaving your desk? Citizen science projects like those on Zooniverse offer a great opportunity to impact scientific...
18 March 2020
Article
Aditya Gangadharan's latest case study looks at how sensor technology can provide solutions for human-wildlife conflict instances along the Indo-Bhutan border. This project, which aimed to get the local community...
11 March 2020
Article
Using technology in the field allows us to innovate new solutions to very old problems like human-wildlife conflict, but are you giving enough consideration to how your high-tech tools fit into long-term plans? Before...
9 March 2020
Article
#Tech4Wildlife 2020 Photo Challenge In Review
WILDLABS Team
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
Funding
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
Article
HWC Tech Challenge Update: Thermal Elephant Alert System
Anne Dangerfield
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
Article
A New Cloud Platform Unveils the Most Diverse Camera Trap Database in the World
Zoological Society London (ZSL)
Fueled by Artificial Intelligence, Wildlife Insights provides access to over 4.5 million camera trap records.
17 December 2019
Article
Camera Trapping: Incredibly Useful Resources List
Arie Hammond
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
Article
Plant-Powered Camera Trap Breakthrough
Alasdair Davies
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
Instant Detect 2.0 emerges
Sam Seccombe
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
Article
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
August 2025
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February 2023
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November 2022
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| Description | Activity | Replies | Groups | Updated |
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| Microsoft AI for Earth and DrivenData just launched a new machine learning competition on Snapshot Serengeti data: http://aiforearth.... |
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Camera Traps | 5 years 8 months ago | |
| Hi all, I'm a PhD student at the Norwegian University of Life Sciences using various wildlife monitoring technologies to... |
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Camera Traps | 5 years 8 months ago | |
| Greetings! I'm working with a team that is developing a device to scare predators away from animal corrals in Kenya. To capture... |
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Camera Traps | 5 years 8 months ago | |
| Hi everyone! This forum is for questions that we couldn't get to during the event. Here are some to get the conversation ... |
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Camera Traps | 5 years 9 months ago | |
| Thanks Sam I am looking at LoRa for high resolution GPS tracking, and the project also involves camera trapping at scent marking sites. Power is already limiting collar... |
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Camera Traps | 5 years 9 months ago | |
| Hi! I've been working in the background on a project to try to push the world of wildlife camera trapping into new formats by looking... |
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Camera Traps | 5 years 10 months ago | |
| Good Day, Has anyone used Camera traps through a 2 way radio network like the DMR Tier 2 products? Chris Pakenham Harare, Zimbabwe |
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Camera Traps | 5 years 10 months ago | |
| Jaguar, cougar, jaguarundis and ocelot: In its last episode, the series “Residents of the Forest” brings images of the Amazon Felids In its ninth and... |
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Camera Traps | 5 years 10 months ago | |
| Hi all, I just wanted to flag to all those working at the intersection of camera-trapping and AI, that there is a symposium coming up on... |
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Camera Traps | 5 years 10 months ago | |
| Hi Louisa I have exactly the same questions! Over the last few years there has been a proliferation of cheap camera traps flooding the market (Apeman, Distianert,... |
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Camera Traps | 5 years 10 months ago | |
| For the 808s I normally go through links on the chucklohr website, the absolute oracle on 808s. My last purchase were Mate 808 1080P "spy" cameras, with a long camera... |
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Camera Traps | 5 years 11 months ago | |
| There was a talk recently at ZSL where a similar thing was found using camera traps studying wild pigs in the Osa Penisula. Tracking and other audio evidence showed that the... |
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Camera Traps | 6 years 1 month ago |
