Harry Field

Draughts Board

Object Detection

Draughts Board Image Dataset

v4

70-20-10-split-augmented

Generated on Sep 23, 2021

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Dataset Split

Train Set 87%
1593Images
Valid Set 8%
152Images
Test Set 4%
76Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±11° Vertical
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 1% of pixels