Dataset Versions
v2
2024-03-22 4:28pm
Generated on Mar 22, 2024
2432 Total Images
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Dataset Split
Train Set 92%
2244Images
Valid Set 4%
93Images
Test Set 4%
95Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 1.5% of pixels