Dataset Versions
v3
2024-07-28 6:34am
Generated on Jul 28, 2024
1251 Total Images
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Dataset Split
Train Set 87%
1092Images
Valid Set 8%
105Images
Test Set 4%
54Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -72% and +72%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels