Dataset Versions
Versions
v1
2024-01-03 9:32pm
Generated on Jan 3, 2024
870 Total Images
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Dataset Split
Train Set 88%
762Images
Valid Set 8%
72Images
Test Set 4%
36Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Noise: Up to 0.42% of pixels
Cutout: 10 boxes with 12% size each