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Project_final -- PCB Assembly Defect Detection

Trained for PS82 -- Low-cost Optical Inspection for PCB Assembly.

Base model: YOLOv8n, fine-tuned on a merged/remapped/deduplicated Roboflow Universe dataset.

Target deployment: Sipeed Maix Bit (Kendryte K210), via ONNX -> NNCase INT8 .kmodel.

Classes

['solder_bridge', 'missing_component', 'component_misalignment', 'cold_solder_joint']

See dataset/ATTRIBUTION.md for source dataset licensing.

Private repo -- internal training artifact, not for public redistribution.

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