Autonomous camera traps for insects provide a tool for long-term remote monitoring of insects. These systems bring together cameras, computer vision, and autonomous infrastructure such as solar panels, mini computers, and data telemetry to collect images of insects.
With increasing recognition of the importance of insects as the dominant component of almost all ecosystems, there are growing concerns that insect biodiversity has declined globally, with serious consequences for the ecosystem services on which we all depend.
Automated camera traps for insects offer one of the best practical and cost-effective solutions for more standardised monitoring of insects across the globe. However, to realise this we need interdisciplinary teams who can work together to develop the hardware systems, AI components, metadata standards, data analysis, and much more.
This WILDLABS group has been set up by people from around the world who have individually been tackling parts of this challenge and who believe we can do more by working together.
We hope you will become part of this group where we share our knowledge and expertise to advance this technology.
Check out Tom's Variety Hour talk for an introduction to this group.
Learn about Autonomous Camera Traps for Insects by checking out recordings of our webinar series:
- Hardware design of camera traps for moth monitoring
- Assessing the effectiveness of these autonomous systems in real-world settings, and comparing results with traditional monitoring methods
- Designing machine learning tools to process camera trap data automatically
- Developing automated camera systems for monitoring pollinators
- India-focused projects on insect monitoring
Meet the rest of the group and introduce yourself on our welcome thread - https://www.wildlabs.net/discussion/welcome-autonomous-camera-traps-insects-group
Group curators
- @tom_august
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Computational ecologist with interests in computer vision, citizen science, open science, drones, acoustics, data viz, software engineering, public engagement



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No showcases have been added to this group yet.
Ecologist at Noe NGO, Project manager in restauration, rewilding, and citizen sciences program for grassland ecosystems and wild pollinators

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- @capreolus
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Capreolus e.U.
wildlife biologist with capreolus.at





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Research software engineer working in computer vision for animal behaviour
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Professor of Computer Science researching theory and application of technology to insect pollination and management in natural and agricultural ecosystems.
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- @ppalencia
- | Dr
I am Pablo Palencia, a postdoctoral researcher at Biodiversity Research Institute (IMIB). I am interested on develop and fine-tuning cutting-edge tools for wildlife management and conservation, wit a special mention of camera trapping ;)
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Natural Solutions
Computational ecologist - Engineer at Natural Solutions (France)



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- @Gcharron
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Cofounder of Outreach Robotics, I have a master in mechanical engineering and I thrive on developing new technology for field scientists using remote controlled robots.


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- @avilabon
- | He/Him/His
My name is Albert Vila, and I have a multidisciplinary background in earth sciences, design, and technology. I hold degrees in Environmental Sciences, GIS, Bioarchitecture, and Emerging Futures Design. My work focuses on biodiversity, natural areas, and technology.
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A researcher from Monash University working on developing Computer Vision facilitated insect monitoring systems for agriculture and entomology.


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Wildlife Drones
Wildlife Drones has developed the world’s most innovative radio animal-tracking system using drones so you can track your radio-tagged animals like never before.


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Research technician at the New Zealand Arthropod Collection. Interests include combining machine learning and computer vision in entomology.
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New opportunity to work with moths, camera light traps and citizen science in Germany.
5 August 2025
Proud of sharing our paper introducing our underwater camera trap, a solution for automating the production of underwater images and videos of amphibians, reptiles, invertebrates, mammals...
2 July 2025
Sticky Pis are scalable, smart sticky traps using a high frequency Raspberry Pi camera to automatically score when, which and where insects were captured. Author: Quentin Geissmann, 2023
29 April 2025
Sharing this website that provides instructions on DIY hardware assembly, software setup, model training and deployment of the Insect Detect camera trap that can be used for automated insect monitoring. Authors:...
29 April 2025
Applications are open until April 15th
14 March 2025
Up to 6 months internship position to work on DiMON project which aims to develop a non-lethal, compact device that, when coupled with traditional entomological traps, captures high-resolution, multi-view insect images...
25 February 2025
Article
NewtCAM is an underwater camera trap. Devices are getting deployed worldwide in the frame of the CAMPHIBIAN project and thanks to the support of our kind early users. Here an outcome from the UK.
24 February 2025
Osa Conservation is launching our inaugural cohort of the ‘Susan Wojcicki Research Fellowship’ for 2025, worth up to $15,000 per awardee (award value dependent on project length and number of awards given each year)....
10 February 2025
Catch up on the highlights from our two-day Mothbox v4.5 workshop at Georgia Tech, where participants gained hands-on experience building and testing the Mothbox.
13 November 2024
Paper by Natalie Klug et al
6 October 2024
The AMI team in montreal is looking for a paid intern to do machine vision stuff!
3 July 2024
December 2023
event
November 2023
Description | Activity | Replies | Groups | Updated |
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Gotcha, well I look forward to seeing future iterations and following along with your progress!! |
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Autonomous Camera Traps for Insects, AI for Conservation, Emerging Tech, Open Source Solutions, Latin America Community | 1 year 3 months ago | |
More cool things surrounding the Mothbox project keep happening! Here’s a recap of cool developments over the past month!New Teammate! Bri... |
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Autonomous Camera Traps for Insects, Latin America Community | 1 year 3 months ago | |
For our [mothbox project](https://forum.openhardware.science/c/projects/mothbox/73) we are programming pijuices and pis to automatically... |
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Autonomous Camera Traps for Insects | 1 year 4 months ago | |
Hi, I made a little utility script that folks here might find useful (or might have MUCH BETTER VERSIONS OF! and if so, let me know!) ... |
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Autonomous Camera Traps for Insects | 1 year 5 months ago | |
We did some more testing with the Mothbeam in the forest. It's the height of dry season right now, so not many moths came out, but the mothbeam shined super bright and attracted a... |
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Autonomous Camera Traps for Insects, Latin America Community | 1 year 5 months ago | |
Hi Danilo, yes just in time ;-) |
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Camera Traps, Autonomous Camera Traps for Insects | 1 year 6 months ago | |
Yep, here:Currently it only installs on older Jetsons as in the coming weeks I’ll finish the install code for current jetsons.Technically speaking, if you were an IT specialist... |
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Autonomous Camera Traps for Insects, Camera Traps | 1 year 7 months ago | |
Great work! I very much look forward to trying out the MothBeam light. That's going to be a huge help in making moth monitoring more accessible.And well done digging into the... |
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Autonomous Camera Traps for Insects, Latin America Community | 1 year 7 months ago | |
The preprint to our camera trap paper is now available at bioRxiv. |
+23
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Autonomous Camera Traps for Insects | 1 year 8 months ago | |
Thanks a lot for this detailed update on your project! It looks great! |
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Autonomous Camera Traps for Insects, Latin America Community | 1 year 9 months ago | |
It depends on which scientists you talk to. I am an favor of just doing a timelapse and doing a post-processing sort afterwards. There's not much reason i can see for such motion... |
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Autonomous Camera Traps for Insects, Latin America Community | 1 year 9 months ago | |
For anyone interested: the GBIF guide Best Practices for Managing and Publishing Camera Trap Data is still open for review and feedback until next week. More info can be found in... |
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Autonomous Camera Traps for Insects, Camera Traps | 1 year 9 months ago |