ConductVision Enterprise
ConductVision counts loads leaving each landing, tracks log piles waiting on the deck and measures traffic on forest roads for harvest and land managers.
11 detectionsConductVision detections on this photo. Photo: Minette Lontsie, CC BY-SA 4.0, cropped.
Forest management and natural resource protection span enormous geographic areas where conditions can change rapidly and delayed detection is costly. Wildfires that escape initial suppression become far more expensive and dangerous, illegal logging operations exploit gaps in patrol coverage, and wildlife corridor disruptions go undetected until population-level impacts become evident. ConductVision's technology can extend visual monitoring across forest and natural resource environments using tower-mounted cameras, drone platforms, and satellite imagery analysis. Early wildfire detection, deforestation change detection, logging operation safety monitoring, and wildlife corridor surveillance can operate continuously across areas too vast for human patrol alone.
Outcomes
The loader operator tallies loads leaving a landing on paper tickets.
A missed or doubled ticket is hard to check against the mill's scale records weeks later.
Cut logs wait on the landing deck until trucks arrive to haul them.
Logs that wait too long lose value, and dispatchers cannot see which deck has waited longest.
Narrow forest roads carry log trucks, staff vehicles and visitors on the same single lane.
Managers schedule hauling and grading without counts of who uses each road.
Wildfires detected within the first fifteen minutes of ignition can typically be suppressed with minimal resources, yet remote ignitions may burn undetected for hours in areas without camera coverage or observer presence. Illegal logging operations are difficult to distinguish from authorized harvest without continuous monitoring. Wildlife corridors and protected areas face encroachment from development, poaching, and unauthorized recreation that intermittent ranger patrols cannot fully deter.
ConductVision can process feeds from fire lookout tower cameras and elevated platforms to detect smoke plumes and thermal signatures in early-stage wildfires across wide observation fields. Drone and satellite imagery analysis can detect deforestation patterns, unauthorized road construction, and land clearing. Wildlife cameras can monitor corridor usage patterns and detect human encroachment in protected zones.
What the model sees
ConductVision detections on this photo. Photo: Chris Light, CC BY-SA 4.0, cropped.
ConductVision detections on this photo. Photo: Chris Heaton, CC BY-SA 2.0, cropped.
Endpoints
Each endpoint is defined before the pilot starts, with what is counted, its unit and how the results are broken down.
| Endpoint | How it is counted | Unit | Broken down by |
|---|---|---|---|
| PrimaryLoads per landing | Logging trucks detected leaving a landing with a load, counted once per truck. | Unit:loads per day | By:Landing, day |
| SecondaryDeck age | Days since a log pile was last loaded out, from daily landing stills. | Unit:days | By:Landing, deck |
| Truck time at landing | Minutes from a logging truck's arrival at the landing to its departure. | Unit:minutes (median) | By:Landing, day |
| Road passes | Vehicles and people detected on a forest road, counted once per pass. | Unit:passes per day | By:Road, vehicle type |
Each pilot measures ConductVision on your own footage against a sample checked by hand, before anyone relies on its numbers.
Load count agreement
Difference between the ConductVision daily load count and the scale tickets for the same landing and day.
loads per day (mean absolute difference) · by landing
Vehicle type agreement
Share of sampled road passes where the ConductVision call, logging truck or other vehicle, matches a reviewer's.
% · by road, light conditions
Pile change agreement
Share of sampled days where the ConductVision loaded-out or unchanged call for a deck matches a reviewer's.
% · by landing
Capabilities
Flags visible flame and smoke in camera views, with a clip of each event.
Watches water, wildlife, vessels and smoke at rivers, wetlands and shorelines.
Spots and tracks small drones in the sky over sites and perimeters.
Finds, counts and tracks animals in pens, pastures and camera-trap footage.
Flags people and vehicles inside the zones you draw on each camera.
Use cases
Tower-mounted cameras with pan-tilt-zoom capability can continuously scan forested areas for smoke columns, thermal hotspots, and flame signatures. Detection algorithms can distinguish wildfire smoke from fog, dust, and industrial emissions, providing fire dispatch centers with bearing, distance estimates, and visual confirmation from the camera feed.
Periodic drone and satellite imagery can be compared against baseline datasets to detect unauthorized clearing, road construction, and selective logging patterns. Change detection reports can be generated with geolocated evidence for enforcement agencies and forest management authorities.
Cameras at active harvest sites can monitor felling exclusion zones, equipment operating clearances, and log landing operations. PPE compliance verification and proximity alerts can supplement on-site safety supervision, particularly at remote operations where supervisory visits are infrequent.
Camera networks along designated wildlife corridors can track animal crossing frequency, species identification, and temporal usage patterns. Human encroachment, fence breaks, and road barrier effectiveness can be assessed continuously, providing conservation managers with data for corridor maintenance and expansion planning.
Drone imagery can document replanting areas over time, measuring canopy closure rates, seedling survival, and competing vegetation encroachment. Visual progress reports can be generated for regulatory compliance documentation and conservation program reporting.
Fixed cameras at stream crossings, road cut slopes, and riparian zones can detect sediment plume events, bank erosion, and road surface degradation. Time-series imagery can document erosion progression and the effectiveness of mitigation measures installed to protect water quality.
Related
Covered in the Agriculture section, with planning tools and equipment.
Watches crews, trucks and PPE at substations, solar farms and power lines.
Counts people and vehicles at public entrances and inspection lanes.
Pilot
Tell us about your sites and cameras, and a ConductVision engineer replies with a scoping plan built around the endpoints above.
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