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Manufacturing & Industry

Plastics

In plastics production most defects appear on transparent or translucent surfaces — a difficult problem class for standard imaging.

Plastics

Problems we address in this sector

Defect detection on transparent and translucent surfaces
Modelling how injection and extrusion parameters affect quality
Material classification in recycling streams
Objective measurement of colour and tone deviation

Approaches we apply

Computer VisionObject detection and tracking, video understanding, vision-language models, document intelligence and OCR, real-time inference on edge devices.
MLOps & Model OperationsEvaluation infrastructure, observability, hallucination and regression tracking, continuous retraining.

Other sectors in this group

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