Dataset Versions
v1
2024-05-23 8:55pm
Generated on May 23, 2024
4508 Total Images
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Dataset Split
Train Set 88%
3945Images
Valid Set 8%
375Images
Test Set 4%
188Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 0.5% of pixels