metadata
license: other
tags:
- object-detection
- pcb-defect-detection
- yolov8
- k210
- edge-ai
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.