Dataset Versions
Versions
v1
2024-11-19 8:10am
Generated on Nov 19, 2024
21524 Total Images
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Dataset Split
Train Set 94%
20238Images
Valid Set 4%
856Images
Test Set 2%
430Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 6
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.49% of pixels