Knowledge base

Everything about smart waste collection.

Practical answers about AI, computer vision and waste data. For inter-municipal authorities, waste collectors, processors and governments that want to work smarter.

AnswerHow does AI waste recognition work on a refuse truck? The answer in 5 stepsCamera, AI computer and platform: how D4T recognises more than 40 waste fractions and hazardous materials during every lift. Explained in 5 steps.9 November 2026Read article

ExplainerFrom camera image to dashboard: what happens during a single liftWhat happens during a single lift with D4T? From 40 images per second to a lift record in the Daisy Portal, step by step.5 November 2026Read article

ExplainerComputer vision explained for waste collectors, without jargonHow does software learn to recognise waste? Detection, classification and segmentation explained without jargon, including the limits.3 November 2026Read article

ChecklistChecklist: what do you need to have waste recognised during collection?Camera, AI computer, integrations and agreements: this checklist shows what you need to have waste recognised with AI during collection.29 October 2026Read article

ComparisonWhere does the camera go on a refuse truck? How to choose the right set-upFour criteria for a good camera set-up on a refuse truck, and why rear loaders, side loaders and front loaders each need a different solution.20 October 2026Read article

Case studyCase study: how Milieu Service Nederland has every lift analysedMilieu Service Nederland has every lift analysed with AI cameras from Rematics and uses the data for targeted sorting advice to business customers.14 October 2026Read article

Data & figuresHow many images does an AI system analyse per lift, and why does it matter?D4T analyses the entire lift at 40 images per second. Why that delivers more detections and more reliable waste data than a few photos.1 October 2026Read article

Costs & ROIWhat does AI waste recognition cost per vehicle and when does it pay for itself?What does AI waste recognition on a refuse truck cost, where does the return lie and how do you calculate the payback period? With a calculation framework.23 September 2026Read article

Misconceptions7 misconceptions about cameras and AI on refuse trucksDoes the camera film people? Does AI see through bags? Does it work at night? Seven misconceptions about AI on refuse trucks cleared up.15 September 2026Read article

TrendsHow AI waste recognition will evolve over the next five yearsComplete fleets, standard safety detection, measured CO2 reporting and more than refuse trucks: where AI waste recognition will stand by 2031.3 September 2026Read article

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