Dataset Versions
v1
Test1
Generated on Mar 6, 2024
1920 Total Images
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Dataset Split
Train Set 88%
1680Images
Valid Set 8%
160Images
Test Set 4%
80Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 1.8% of pixels