Dataset Versions
v4
Rot-Sh-Bri-Nois
Generated on Mar 3, 2024
10232 Total Images
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Dataset Split
Train Set 82%
8426Images
Valid Set 12%
1204Images
Test Set 6%
602Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Rotation: Between -15° and +15°
Shear: ±14° Horizontal, ±15° Vertical
Brightness: Between -15% and +15%
Noise: Up to 1.52% of pixels