Waste Classification AI
AI-powered waste stream intelligence — turning disposal points into sustainability assets
Waste contamination — recyclables mixed with general waste — costs enterprises millions in disposal fees, compliance penalties, and missed sustainability targets. Manual sorting is inconsistent, unscalable, and produces no data. Organisations cannot report on, improve, or certify what they cannot measure.
A TensorFlow Lite vision AI model deployed on edge hardware at disposal points that classifies waste items in real time — Battery, Bio-Waste, Cardboard, Paper, Plastic — and feeds a sustainability data layer for compliance reporting and continuous improvement.
Business Impact
How It Works
Camera at disposal point captures image of waste item in real time
TensorFlow Lite model classifies item into waste category on edge hardware
Classification data feeds sustainability dashboard for ESG reporting and compliance
Deployment
Edge devices (Raspberry Pi, NVIDIA Jetson) · Compatible with any cloud IoT edge platform
Technology Stack
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