ConductVision Enterprise
ConductVision times truck queues at the scale house, flags people on foot near loaders and logs overflowing street bins and after-hours dumping for waste and recycling operators.
3 detectionsConductVision detections on this photo. Photo: Unnerving duck, CC BY-SA 4.0, cropped.
Waste management and recycling operations face mounting pressure to improve material recovery rates, reduce contamination in recycled streams, and demonstrate environmental compliance across collection, processing, and disposal facilities. Manual sorting is labor-intensive and inconsistent, contamination in recycling streams degrades material value, and landfill monitoring depends on periodic surveys. ConductVision's technology can provide visual intelligence across the waste management value chain, from collection vehicle routing verification to material recognition on sorting lines to landfill cell monitoring. Automated contamination detection and material classification can improve recovery rates and reduce processing costs.
Outcomes
Collection trucks finish their routes at similar times and queue at the scale house and tipping floor.
Trucks waiting in line add driver overtime and leave later for their next run.
Drivers and spotters walk the tipping floor while loaders and dozers push material.
A person in a loader's blind spot is a serious near miss that often goes unreported.
Public litter bins fill at different rates, and crews empty them on a fixed schedule.
Some bins overflow for days while crews empty others that are half full.
People leave bags and furniture at recycling drop-off points after hours.
Crews spend hours clearing it, and the site has no record of when it happened.
Recycling facilities process mixed material streams at high throughput where manual sorters cannot maintain consistent accuracy across shifts. Contamination from food waste, hazardous materials, and non-recyclable items degrades the value of recovered materials and can shut down processing lines. Landfill operators need continuous monitoring of cell filling patterns, leachate conditions, and cover integrity that periodic inspections cannot adequately provide.
ConductVision can deploy visual classification models on sorting line cameras to identify material types, detect contaminants, and trigger robotic or pneumatic sorting mechanisms. Facility cameras can monitor vehicle weighing processes, tipping floor conditions, and equipment operation. Drone and fixed cameras can provide landfill cell monitoring with volumetric tracking and cover integrity assessment.
What the model sees
ConductVision detections on this photo.
ConductVision detections on this photo. Photo: Nikolai Bulykin, CC BY-SA 4.0, 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 |
|---|---|---|---|
| PrimaryTipping queue time | Minutes from a truck joining the scale or tipping-floor queue to the start of its tip. | Unit:minutes (median) | By:Facility, hour |
| SecondaryLoader near misses | People on foot detected within the set distance of a moving loader or dozer, counted once per event. | Unit:events per 100 operating hours | By:Zone, shift |
| Overflow days | Days a street bin shows overflow or litter around it in the morning check. | Unit:days per bin-month | By:Route, bin |
| After-hours visits | Vehicles or people detected at a closed drop-off site, counted once per visit. | Unit:visits per week | By:Site, hour |
Each pilot measures ConductVision on your own footage against a sample checked by hand, before anyone relies on its numbers.
Overflow call agreement
Share of sampled bin stills where the ConductVision full or not-full call matches a reviewer's.
% · by bin, light conditions
Proximity alert precision
Share of near-miss alerts that a reviewer confirms in a hand-checked sample of clips.
% · by zone
Truck count agreement
Difference between the ConductVision count of trucks in the queue and a reviewer's hand count on sampled frames.
trucks per frame (mean absolute difference) · by camera
Capabilities
Boxes each unit on a production line, with defect classes trained on your parts.
Classifies, counts and tracks cars, trucks, buses, motorcycles and bicycles.
Watches water, wildlife, vessels and smoke at rivers, wetlands and shorelines.
Spots and tracks small drones in the sky over sites and perimeters.
Counts and tracks people in each camera view, by zone and hour.
Use cases
Cameras above sorting conveyors can identify paper, cardboard, plastics by resin type, glass, metals, and organic waste in real time. Classification data can drive robotic picking arms and air jet sorters, improving recovery rates and reducing reliance on manual sorting labor.
Visual models can detect hazardous materials, medical waste, electronics, and food contamination in recycling streams before they reach processing equipment. Contaminated loads can be flagged at the tipping floor stage, preventing costly line shutdowns and material quality degradation.
Drone overflights and fixed cameras can track fill progression, measure remaining airspace, and verify daily cover application across landfill cells. Visual monitoring of leachate collection systems and liner exposed areas can supplement sensor-based monitoring programs.
Cameras on collection vehicles and at facility gates can verify route completion, monitor container placement compliance, and document collection conditions. Load composition can be assessed visually at the tipping floor to identify routes with high contamination rates for targeted community education.
Cameras across processing facilities can monitor fire hazards from lithium batteries and spontaneous combustion in organic material piles. PPE compliance at sorting stations and equipment exclusion zones can be verified continuously, and facility conditions can be documented for regulatory reporting.
Related
Counts people, vehicles and bikes at intersections, stops and public spaces.
Watches stations, robots and crews across the factory floor.
Tracks forklifts, pallets, trucks and people from dock door to rack.
Pilot
Tell us about your sites and cameras, and a ConductVision engineer replies with a scoping plan built around the endpoints above.
