This repo contains a dataset of motherboard production defects for object detection models, this is currently the biggest public dataset on motherboard defects (as of Dec. 2022). This dataset is built for YOLOv5 (PyTorch), YOLOv7 (PyTorch) & YOLOv8.
YOLOv5-PyTorch (221.78MB)
YOLOv7-PyTorch (221.78MB)
YOLOv8 (222.62MB)
Some sample images from the dataset are available in the sample_images folder.
| Num. of Images | Num. of Annotations | Num. of Classes | Avg. Image Size | Median Image Ratio |
|---|---|---|---|---|
| 389 | 2860 | 11 | 1.10MP | 1044x1074 |
