Dataset Versions

v5

2024-12-10 12:12pm

Generated on Dec 10, 2024

Dataset Split

Train Set 88%
3492Images
Valid Set 8%
336Images
Test Set 4%
156Images

Preprocessing

Auto-Orient: Applied
Static Crop: 8-93% Horizontal Region, 20-94% Vertical Region
Resize: Stretch to 900x900
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels

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