license:cc-by-4.0 region:us
---
license: cc-by-4.0
dataset_info:
  features:
  - name: id
    dtype: int64
  - name: image
    dtype: image
  - name: objects
    list:
    - name: bb
      sequence: float64
    - name: label
      dtype: string
  splits:
  - name: train
    num_bytes: 2216186843.984
    num_examples: 20276
  download_size: 2202918677
  dataset_size: 2216186843.984
---

Kodytek P, Bodzas A and Bilik P. A large-scale image dataset of wood surface defects for automated vision-based quality control processes [version 2; peer review: 2 approved]. F1000Research 2022, 10:581 (https://doi.org/10.12688/f1000research.52903.2)

Bounding boxes only, semantic maps

All images are 2800 x 1024 pixels (width x height)

Images compressed using
```python
PIL.Image.Image.save(
    format="JPEG",
    optimize=True, 
    quality=50,
)
```

Bounding boxes converted to YOLO format.

TODO: loader script, preview, semantic maps
