Dataset Versions
v1
2024-09-12 12:15am
Generated on Sep 12, 2024
15765 Total Images
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Dataset Split
Train Set 87%
13794Images
Valid Set 8%
1314Images
Test Set 4%
657Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels