Dataset Versions
v2
2023-12-12 4:14pm
Generated on Dec 12, 2023
117 Total Images
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Dataset Split
Train Set 87%
102Images
Valid Set 9%
10Images
Test Set 4%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each