Every field photo becomes a verified ecological signal, closing the data gap between restoration ambition and measurable outcomes.
CanopyStride vision AI reads waterlogging, tidal scouring, salinity stress, and canopy health, and maps them across every restoration plot site.
First user becomes the admin · No physical sensors required
Twelve ecological readings, one field photo, seconds to result.
Every upload runs through the full diagnostic stack, from scene classification to structural risk, so ponds, swamps, mudflats and planted belts are all covered by the same verified pipeline.
Site classification
Natural pond, artificial pond, swamp, mudflat, mangrove fringe or agroforest
Waterlogging & ponding
Standing water and saturated soil extent across the frame
Tidal scouring & erosion
Channel cutting, undercut roots and sediment displacement
Salinity stress
Salt crust, chlorosis and necrosis read as a salinity proxy
Canopy health
Canopy density, greenness and die-back signals
Species detection
Rhizophora, Avicennia, Laguncularia, Conocarpus and Moringa taxonomy
Seedling establishment
Propagule, seedling, sapling, established or mature stage
Weed & invasive cover
Nypa fruticans, water hyacinth, Typha and smothering mats
Bank & bund integrity
Intact, minor erosion, undercut or breached pond walls
Water body condition
Clear, turbid, algal bloom, stagnant, sedimented or dry
Structural risk
Combined risk score before the next tide or rain event
Confidence & gaps
Per-run confidence plus indicators the frame could not support
1. Capture
Field worker photographs a plot. GPS is read automatically from the image or video.
2. Analyze
CanopyStride Intelligence vision model returns restoration ecosystems, landscapes, waterlogging, scouring, salinity-stress, and canopy indicators with a confidence score.
3. Map & Act
Plots glow red, amber, or green on the live map. High-risk plots auto-generate alerts and recommended interventions.
Maximizing Field Intelligence, Minimizing Costs
CanopyStride transforms standard field photos and videos into powerful, high-confidence data models. Our AI instantly analyzes critical visual indicators, such as waterlogging, salinity stress, tidal scouring, and canopy decline, delivering real-time ecological insights at a fraction of the cost of traditional hardware. Built to scale with you, CanopyStride seamlessly integrates with physical IoT sensors over time, continuously sharpening its predictive intelligence to secure your restoration outcomes.