Dataset Versions
v4
2024-02-28 10:53am
Generated on Feb 28, 2024
613 Total Images
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Dataset Split
Train Set 95%
585Images
Valid Set 3%
18Images
Test Set 2%
10Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 28-73% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels