Dataset Versions
v4
2023-05-17 11:41pm
Generated on May 18, 2023
20083 Total Images
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Dataset Split
Train Set 81%
16215Images
Valid Set 3%
548Images
Test Set 17%
3320Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 3% of pixels
Cutout: 4 boxes with 10% size each