
DeepSense · Multi-Sensor Edge AI
DeepSense fuses acoustic, gas and night-vision signals on a single low-power edge node — classifying gunshots, chainsaws, fire and wildlife on-device in milliseconds, deep in the forest.
The three senses
DeepSense doesn't run three separate models. A single fusion network sees sound, chemistry and light at once — so a chainsaw plus smoke plus a moving heat signature adds up to one classified event, not three noisy alerts.

Wide-band microphone array with beamforming. Detects gunshots, chainsaws, vehicles, and species-level bird / mammal calls.
Solid-state gas array senses combustion signatures — CO, CO₂, CH₄, VOCs — the earliest warning of fire, well before smoke is visible.
Low-light and thermal imaging pipeline running a lightweight vision model on the same SoC — identifies humans, vehicles and large fauna after dark.
On-device pipeline
What DeepSense recognises
Engineered for the wild
DeepSense is built to disappear into the canopy — sealed against monsoon, powered by the sun, and refreshed from the sky. No cell tower. No maintenance visit. No excuse to be offline.
See how drones service the meshPilot DeepSense with your forest division. We handle deployment, drone servicing and the command dashboard.