Despite critical advancements in the tech solutions available to conservationists worldwide, many existing tools are cost-prohibitive in the landscapes that need them most. Additionally, those who create low-cost and open-source alternatives to pricey market tech often operate on tight budgets themselves, meaning they need more resources to promote their solutions to a broader market. We need increased communication around these solutions to highlight their availability, share lessons learned in their creation, and avoid duplication of efforts.
This group is a place to share low-cost, open-source devices for conservation; describe how they are used, including what needs they are addressing and how they fit into the wider conservation tech market; identify the obstacles in advancing the capacity of these technologies; and to discuss the future of these solutions, particularly their sustainability and how best to collaborate moving forward. We welcome contributions from both makers and users, whether active or prospective.
Here is how we see the current OSS space and how this group plans to change it by supporting both makers and users:
Many users do not appreciate the significant benefits of open-source tech. This group will educate users about the advantages and the need for open-source tech, specifically in the context of ecology work. We achieve this by stimulating regular discussions on the forum and by encouraging and supporting users to use open-source tools wherever possible.
Building OSS can be difficult. We want to support both established and potential makers who wish to develop OSS. The OSS group is a place where makers can find funding opportunities, ask current and potential users questions, and share their technologies.
Using OSS can be difficult. We also want to support adopters of OSS tech. We do this by offering a place for users to share challenges they face and crowdsource advice on things like technology choice or technical support.
Makers do not know what users want or need. The OSS group is a place that facilitates conversations between makers and users. This will give users a voice and ensure that makers are aware of the needs of users, enabling them to build better solutions.
The community is small and scattered. We want to grow an inclusive community of OSS practitioners. Our goal is to become the go-to place for discussions on the topic where people feel a sense of belonging.
Resources for getting started
- How do I use open source remote sensing data in Google Earth Engine? | Tech Tutors
- How do I use open source remote sensing data to monitor fishing? | Tech Tutors
- Low Cost, Open Source Solutions | Virtual Meetup
- What would an open source conservation technology toolkit look like? | Discussion
- December 2024 Open Source Solutions Community Call
Header image: Shawn F. McCracken
Group curators
- @Nycticebus_scientia
- | he/they
MammalWeb.org
Co-founded citizen science camera-trapping project with interest in developing 100% open source wildlife tech. Advocate for open science/open research. Former Community Councilor of the Gathering for Open Science Hardware.



- 4 Resources
- 25 Discussions
- 3 Groups
trying to understand and improve the welfare of all animals that can suffer


- 4 Resources
- 6 Discussions
- 7 Groups
- @briannajohns
- | she/they
Gathering for Open Science Hardware (GOSH)
Interested in the application of open source technologies for conservation research.



- 9 Resources
- 5 Discussions
- 4 Groups
No showcases have been added to this group yet.
- @ttiagopinto
- | He/Him
Aspiring to learn more
- 0 Resources
- 0 Discussions
- 6 Groups
WildAid
Surveillance and enforcement of marine protected areas.
- 0 Resources
- 2 Discussions
- 5 Groups
- @himalyanibex
- | He/him
Tech Entrepreneur, ex-Microsoft, ex-Google, believe in technology for greater good, insatiable curiosity towards seeking knowledge & understanding covering disciplines like game theory, mechanism design, economics, ecology, agent-based modeling etc. Hands on with IoT, AI/ML etc.
- 0 Resources
- 2 Discussions
- 4 Groups
- @nancyalice
- | she/her
Design x Climate Action

- 0 Resources
- 0 Discussions
- 10 Groups
- @Arjun_Viswa
- | S
- 0 Resources
- 0 Discussions
- 26 Groups
3point.xyz
Over 35 years of experience in biodiversity conservation worldwide, largely focused on forests, rewilding and conservation technology. I run my own business assisting nonprofits and agencies in the conservation community



- 6 Resources
- 69 Discussions
- 12 Groups
- 0 Resources
- 0 Discussions
- 18 Groups
Field-based ecological engineer and naturalist with a special interest in data science and a strong passion for innovation in biodiversity monitoring.
- 0 Resources
- 2 Discussions
- 6 Groups
- @frides238
- | She/her
Hi! I am Frida Ruiz, with a bachelor's in Mechanical Engineering and very interested in habitat restoration & conservation. I am excited to connect with others and learn about technology applications within applied ecology & potential research opportunities

- 0 Resources
- 5 Discussions
- 13 Groups
- @amberbc
- | She/Her
The University of Western Australia & WA Department of Primary Industries and Regional Development (DPIRD)
WA Entomology PhD researching better ways to monitor for beneficials. GRDC Research Scholarship. DPIRD Study Leave.



- 7 Resources
- 17 Discussions
- 5 Groups
Open Source for Nature | Conservation focused Technologist

- 0 Resources
- 8 Discussions
- 7 Groups
Conservationist | Ecologist| Geospatial Scientist
- 0 Resources
- 1 Discussions
- 12 Groups
New paper - "acoupi integrates audio recording, AI-based data processing, data management, and real-time wireless messaging into a unified and configurable framework. We demonstrate the flexibility of acoupi by...
7 February 2025
Over the years, a large number of developments have gone up in the area that I live in and the municipality is not doing what they should when it comes to upholding the laws that have been put in place to protect the...
20 January 2025
Throughout November and December, the Mothbox team has been running field tests in Panama, cleaning up their data for post-processing, and starting an online shop with moth-themed merch!
19 December 2024
Article
SPARROW: Solar-Powered Acoustics and Remote Recording Observation Watch
18 December 2024
In this instalment: ESPressoscope for microscopy, geographical feature extraction from OpenStreetMap, DEBEcoMod for predicting traits using dynamic energy budget theory, and more!
15 December 2024
May be of interest to WILDLABS in terms of open source solutions, conservation tech, and learning about similar efforts. The founder of Open Sustainable Technology wrote this post about their work: https://...
2 December 2024
Careers
We are hiring a computer vision developer at the University of Florida!
20 November 2024
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
Link
Discover a meaningful way to contribute to open source projects focused on climate technology and sustainability.
22 October 2024
A directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources.
22 October 2024
The Marine Innovation Lab for Leading-edge Oceanography develops hardware and software to expand the ocean observing network and for the sustainable management of natural resources. For Fall 2025, we are actively...
6 October 2024
August 2025
event
September 2025
event
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October 2025
event
September 2024
event
Description | Activity | Replies | Groups | Updated |
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want to join 2025 contest for humpback whale photos in Juneo Alaska of Kelp |
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Citizen Science, Conservation Tech Training and Education, Drones, Emerging Tech, Geospatial, Human-Wildlife Coexistence, Marine Conservation, Open Source Solutions | 1 day 13 hours ago | |
This is awesome!! |
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Conservation Tech Training and Education, Drones, Emerging Tech, Geospatial, Open Source Solutions | 2 days 5 hours ago | |
Hi Elsa, We have used InVEST for a pollinator project we supported (the crop pollination model - details here), and looking to using it more for marine and coastal... |
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Geospatial, Software Development, Climate Change, Funding and Finance, Marine Conservation, Open Source Solutions | 1 week ago | |
Kudos for such an innovative approach—integrating additional sensors with acoustic recorders is a brilliant step forward! I'm especially interested in how you tackle energy... |
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Acoustics, AI for Conservation, Latin America Community, Open Source Solutions | 1 week ago | |
Hi Chris Great to meet you — and I love that you called it convergent evolution! That’s exactly how it feels when two people independently reach a similar idea because the need... |
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Open Source Solutions | 1 week 4 days ago | |
Amazing. Thanks for pointing them out. Didn't see it. |
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Open Source Solutions | 1 month ago | |
Do you know a nonprofit or organization that is looking to work with students passionate about the environment? Code the Change... |
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AI for Conservation, Citizen Science, Conservation Tech Training and Education, Open Source Solutions, Software Development | 1 month 1 week ago | |
15 years ago I had to rebuild the dams on a game reserve I was managing due to flood damage and neglect. How I wished there was an easier,... |
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Drones, Conservation Tech Training and Education, Data management and processing tools, Emerging Tech, Geospatial, Open Source Solutions | 4 months ago | |
Thank you for your comment Chris! Using these tools has made a huge difference in the way we can monitor and manage Invasive Alien Vegetation. I hope you are able to integrate... |
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AI for Conservation, Citizen Science, Conservation Tech Training and Education, Drones, Geospatial, Human-Wildlife Coexistence, Open Source Solutions | 1 month 4 weeks ago | |
I would love to hear updates on this if you have a mailing list or list of intersted parties! |
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AI for Conservation, Community Base, Drones, Latin America Community, Marine Conservation, Open Source Solutions, Software Development | 2 months ago | |
Passing along a question from the Gathering for Open Science Hardware, asking about sources of funding to support in-person events... |
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Open Source Solutions, Funding and Finance, Community Base | 2 months ago | |
I'm excited to see this project begin; I think its focus on versatility and functionality for users in diverse environments will allow Trapper Keeper to have a broad impact,... |
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Camera Traps, Data management and processing tools, Emerging Tech, Open Source Solutions, Software Development | 2 months 1 week ago |
July 2024 OSS paper round-up
11 August 2024 11:25pm
Open Source Solutions Announcement: Introducing New OSS Group Leaders

8 August 2024 3:24pm
Integrating Maps with VR/AR for Exploring Environmental Conservation and sensitization
3 August 2024 7:29am
AI accelerator for nonprofits working in the Climate area
31 July 2024 3:01pm
31 July 2024 6:24pm
Great acomplishment!!!
1 August 2024 1:39pm
Thank you so much! Now everything is in the hands of amazing organizations and companies! But the first results of the Disaster Management cohort are bringing a very optimistic vision! :) I hope for the same in the Climate cohort!
Two-year Postdoc (extendable) in AI and Remote Sensing to Monitor Earthworms in the Field
16 July 2024 9:02am
Mega-OSH meetup!
11 August 2024 8:10am
20 August 2024 4:07pm
Keele University - KTP position
8 July 2024 5:07pm
Free and Open Source Software for Geospatial
5 July 2024 7:30pm
Global trials for "Reefie" the coral reef inspector
30 June 2024 12:52pm
FOSS Geospatial Tools
VIHAR-2024 deadline extension, June 30th (Interspeech satellite event)
5 June 2024 10:30am
5 June 2024 3:05pm
Thanks for sharing this @nkundiushuti ! I think this post would be better suited as an event, that way it will show up on the WILDLABS event calendar page. Let me know if you have any questions on how to make an event post! You just click the +Post button in the top right corner, then click "event."
7 June 2024 8:29am
hi Alex!! I already posted the event, I just wanted to posted an update: the deadline was extended.
7 June 2024 1:45pm
Fantastic!!
€4,000 travel grants for insect monitoring an AI
6 June 2024 4:49pm
New WILDLABS Funding & Finance group
5 June 2024 3:24pm
5 June 2024 4:14pm
6 June 2024 1:38am
6 June 2024 4:16am
Share Your Work in a Conservation Technology Video
17 May 2024 9:06pm
Travel grants for insect monitoring an AI
3 May 2024 5:20pm
CollarID: multimodal wearable sensor system for wild and domesticated dogs
3 May 2024 1:42am
3 May 2024 10:14am
Hi Patrick,
This is so cool, thanks for sharing! It's also a perfect example of what we were hoping to capture in the R&D section of the inventory - I've created a new entry for #CollarID so it's discoverable and so we can track how it evolves across any mentions in different posts/discussions that come up on WILDLABS. This thread appears on the listing, and I'll make you three the contacts for it too. But please do go in and update any of the info there as well!
Steph
3 May 2024 2:01pm
Hi Steph,
We appreciate the support! Thanks for the tag and your help managing the community!
Patrick
WILDLABS AWARDS 2024 - Underwater Passive Acoustic Monitoring (UPAM) for threatened Andean water frogs
30 March 2024 3:54pm
5 April 2024 12:13pm
Congratulations, very exciting! Keep us updated!
7 April 2024 6:09pm
This is so cool @Mauricio_Akmentins - congrats and look forward to seeing your project evolve!
1 May 2024 5:17pm
Congratulations! My first hydromoth was just arrived yesterday and so excited! Looking forward for the update from your project!!!
The Inventory User Guide
1 May 2024 12:46pm
Introducing The Inventory!
1 May 2024 12:46pm
22 July 2024 10:55am
23 July 2024 2:05pm
23 July 2024 2:53pm
Hiring Chief Engineer at Conservation X Labs
1 May 2024 12:19pm
Earth Blox dataset review: Meta Global Canopy Height (1m)
23 May 2024 7:23pm
27 May 2024 8:58am
Pytorch-Wildlife: A Collaborative Deep Learning Framework for Conservation (v1.0)
21 February 2024 10:30pm
26 February 2024 11:58pm
This is great, thank you so much @zhongqimiao ! I will check it out and looking forward for the upcoming tutorial!
17 April 2024 11:07am
Hi everyone! @zhongqimiao was kind enough to join Variety Hour last month to talk more about Pytorch-Wildlife, so the recording might be of interest to folks in this thread. Catch up here:
23 April 2024 9:48pm
Hi @zhongqimiao ,
Might you have faced such an issue while using mega detector
The conflict is caused by:
pytorchwildlife 1.0.2.13 depends on torch==1.10.1
pytorchwildlife 1.0.2.12 depends on torch==1.10.1
pytorchwildlife 1.0.2.11 depends on torch==1.10.1
if yes how did you solve it, or might you have any ideas?
torch 1.10.1 doesn't seem to exist
WILDLABS AWARDS 2024 - No-code custom AI for camera trap species classification
5 April 2024 7:00pm
10 April 2024 3:55am
Happy to explain for sure. By Timelapse I mean images taken every 15 minutes, and sometimes the same seals (anywhere from 1 to 70 individuals) were in the image for many consecutive images.
17 April 2024 5:53pm
Got it. We should definitely be able to handle those images. That said, if you're just looking for counts, then I'd recommend running Megadetector which is an object detection model and outputs a bounding box around each animal.
21 April 2024 5:19pm
Hi, this is pretty interesting to me. I plan to fly a drone over wild areas and look for invasive species incursions. So feral hogs are especially bad, but in the Everglades there is a big invasion of huge snakes. In various areas there are big herds of wild horses that will eat themselves out of habitat also, just to name a few examples. Actually the data would probably be useful in looking for invasive weeds, that is not my focus but the government of Canada is thinking about it.
Does your research focus on photos, or can you analyze LIDAR? I don't really know what emitters are available to fly over an area, or which beam type would be best for each animal type. I know that some drones carry a LIDAR besides a camera for example. Maybe a thermal camera would be best to fly at night.
WILDLABS AWARDS 2024 – MothBox
15 April 2024 5:06am
18 April 2024 10:39am
Already an update from @hikinghack:
19 April 2024 12:00pm
Yeah we got it about as bare bones as possible for this level of photo resolution and duration in the field. The main costs right now are:
Pi- $80
Pijuice -$75
Battery - $85
64mp Camera - $60
which lands us at $300 already. But we might be able to eliminate that pijuice and have fewer moving parts, and cut 1/4 of our costs! Compared to something like just a single logitech brio camera that sells for $200 and only gets us like 16mp, we are able to make this thing as cheap as we could figure out! :)

19 April 2024 12:54pm
Gotcha, well I look forward to seeing future iterations and following along with your progress!!
WILDLABS AWARDS 2024 - TimeLord: A low-cost, low-power and low-difficulty timer board to control battery-powered devices
5 April 2024 3:29pm
16 April 2024 9:34am
Thanks @Freaklabs, I think you'll really enjoy getting involved with this too as we're looking for input from makers in the community to get the most from the approach and to capture features and usability ideas from a large number of people.
I've a new modular drop-off tag build using @Rob_Appleby's original SensorDrop board that I think would be great for this project too to see if we can drop different compartments, or do various different timed events with the one TimeLord board.
Most importantly, we have to make it play a MIDI version of the DoctorWho theme song when you arm the device. That has to be the #1 feature if you ask me!
16 April 2024 9:35am
Reminds me that we should look at both terrestrial and marine applications when we get stuck in to the demo builds to make sure we cover use cases
16 April 2024 10:22am
'Most importantly, we have to make it play a MIDI version of the DoctorWho theme song when you arm the device. That has to be the #1 feature if you ask me!'
Seconded!
Underwater advertisement call of the threatened Telmatobius rubigo (Anura: Telmatobiidae
6 April 2024 9:56pm
GOSH Community Call: Environmental Sensors / Llamada a la Comunidad de GOSH: Sensores Ambientales
25 March 2024 12:01pm
The Variety Hour: 2024 Lineup
22 March 2024 4:30pm
The Freshwater Sounds Archive
15 March 2024 10:32am
3 August 2024 3:26pm
Very interesting topic