Temporal Smoke Verification
Watching camera sequences over time to tell genuine wildfire smoke from look-alikes.
Live Demos
Try our conservation ML models live — explore interactive demos for identifying wildlife, detecting wildfires, and monitoring ecosystems.
Free to use — and open to collaboration
Every demo here is free and open source. If these tools support your conservation work, or you'd like to build something together, we'd love to hear from you.
11
interactive demos
9+
species monitored
6
ecosystems
100%
free & open source
Smolt Sonar Monitoring
Detecting, tracking and counting juvenile salmon in ARIS sonar as they migrate downstream.
Snow Leopard Identification
Identifying individual snow leopards by their coat patterns to support conservation across Central Asia.
Seal Identification
Re-identifying individual seals by their whisker and face patterns — non-invasive, across seasons.
Trout Identification
Reading the spot patterns on trout to identify individual fish — a non-invasive way to monitor populations.
Wild Salmon Migration Monitoring
Classifying and counting wild salmon from underwater camera streams as they migrate back to spawn.
Forest Elephant Rumbles Detection
Listening to African forests to detect and classify elephant rumbles from audio recordings.
Early Forest Fire Detection
Real-time camera analysis that spots wildfires early and raises the alarm fast.
Bear Detector for Human Wildlife conflicts
Detecting and deterring bears near Romanian farms so people and predators can coexist.
Bear Identification
Facial recognition that tells individual bears apart from photos — tracking British Columbia's black bear population over time.
Coral Reef Health Monitoring
Detecting and identifying coral species in benthic imagery to track reef health over time.
Free to use — and open to collaboration
Every demo here is free and open source. If these tools support your conservation work, or you'd like to build something together, we'd love to hear from you.