Early Forest Fire Detection
Democratize open and low-tech solutions for fighting wildfires, for the benefit of the ecosystems and the citizens.
We’re a small team of engineers and ecologists building open-source AI for conservation. Every tool on this site started the same way: a field problem, a scoped plan — and a partner who decided it should exist. Sponsorships and partnerships are what turn the next idea into a deployed tool. Here’s how you can help.
Three kinds of partners keep this work going. Pick the one that sounds like you.
You know the field problem; we know the models. Together we turn camera traps, hydrophones, and drone surveys into systems that run every day.
A model is cheap to train and expensive to keep useful. Long-horizon funding covers what project budgets rarely do.
Your engineers, your hardware, or your cloud budget — pointed at a conservation problem, they ship tools this year, not someday.
A scoped project, a long-term programme, or just an idea — tell us what you're thinking and we'll tell you what it could become.
Support doesn't stop at launch. These systems run in the field every day — spotting wildfire smoke minutes after ignition, counting wild salmon as they migrate upriver, and surveying seal colonies from the air.
Democratize open and low-tech solutions for fighting wildfires, for the benefit of the ecosystems and the citizens.
The project monitors wild salmon migration to ensure the number passing through meets state regulations, addressing threats from human activities like fisheries and dams.
Automated seal population monitoring system using AI to count, classify, and identify individual seals from aerial imagery in the Wadden Sea.
These projects are designed, scoped, and waiting on funding. Sponsor one and we'll build it in the open.
Non-invasive snow leopard monitoring using computer vision analysis of camera trap photos to identify individual animals.
Utilize drones for precise monitoring of breeding seabird colonies by detection of live and dead adults and chicks to determine survival and reproduction and asses the impact of avian influenza.
Tell us which one speaks to you — we'll share the full scope, the budget, and what your support unlocks.
No budget required — connections, skills, and data all move this work forward.
Share our projects and introduce us to teams that need better tools.
Browse the projects →ML engineers, designers, ecologists — skilled hours move projects forward.
Tell us your skills →Labeled datasets, camera-trap archives, or field equipment we can build on.
Get in touch →