Dataset Versions
v4
2024-07-20 3:29am
Generated on Jul 20, 2024
219 Total Images
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Dataset Split
Train Set 88%
192Images
Valid Set 8%
18Images
Test Set 4%
9Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -13° and +13°
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels
Cutout: 2 boxes with 12% size each