Dataset Versions
Versions
v1
2023-03-03 9:26pm
Generated on Mar 4, 2023
10956 Total Images
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Dataset Split
Train Set 88%
9588Images
Valid Set 8%
912Images
Test Set 4%
456Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 27-75% Vertical Region
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Cutout: 10 boxes with 8% size each