Dataset Versions
v16
2024-10-02 8:11am
Generated on Oct 2, 2024
16383 Total Images
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Dataset Split
Train Set 91%
14982Images
Valid Set 9%
1401Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Static Crop: 50-100% Horizontal Region, 40-100% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1% of pixels