Dataset Versions
v5
EucaPRC_last
Generated on Oct 10, 2024
3444 Total Images
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Dataset Split
Train Set 87%
3012Images
Valid Set 8%
288Images
Test Set 4%
144Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 0.5% of pixels