Bounding box

wood-seg

Instance Segmentation

wood-seg Image Dataset

v6

2023-11-27 2:17pm

Generated on Nov 27, 2023

Dataset Split

Train Set 88%
681Images
Valid Set 8%
65Images
Test Set 4%
32Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 50% Maximum Zoom
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -40% and +40%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels