Dataset Versions

v5

2024-09-11 5:43pm

Generated on Sep 11, 2024

Dataset Split

Train Set 88%
24192Images
Valid Set 8%
2176Images
Test Set 4%
1152Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 8 rows x 8 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.5% of pixels

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