Dataset Versions
v2
2024-07-01 6:00am
Generated on Jul 1, 2024
1705 Total Images
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Dataset Split
Train Set 88%
1494Images
Valid Set 8%
142Images
Test Set 4%
69Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 0.1% of pixels