Dataset Versions
v4
2024-12-27 8:11pm
Generated on Dec 28, 2024
6103 Total Images
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Dataset Split
Train Set 87%
5337Images
Valid Set 4%
259Images
Test Set 8%
507Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 800x800
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -10° and +10°
Brightness: Between -20% and +20%
Blur: Up to 4.9px
Noise: Up to 1.96% of pixels