Dataset Versions
v4
RP Final
Generated on Mar 12, 2024
2299 Total Images
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Dataset Split
Train Set 92%
2109Images
Valid Set 6%
131Images
Test Set 3%
59Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.01% of pixels