Blade Inspection AI

Detector: YOLOv8 fine-tuned on the ILIAD Wind Turbine Damage Dataset (CC BY 4.0). Feed images are held-out test/validation images not used for training. Anomaly map: PatchCore-style nearest-neighbour distance on ResNet18 features of damage-free blade regions.

Unsupervised anomaly detection: each line learns only from defect-free parts (no defect labels needed) — PatchCore-style nearest-neighbour distance on ResNet18 patch features. Feed shows unseen test parts, good and defective. Images: MVTec AD (Bergmann et al., CC BY-NC-SA 4.0), used as stand-ins for factory parts in this demo.