| 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. | |