Dataset Versions
Versions
v1
2023-01-18 4:52pm
Generated on Jan 18, 2023
1565 Total Images
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Dataset Split
Train Set 87%
1368Images
Valid Set 4%
64Images
Test Set 8%
133Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -15% and +15%
Blur: Up to 5px
Noise: Up to 5% of pixels