Dataset Versions
v1
2024-11-01 8:31pm
Generated on Nov 1, 2024
1103 Total Images
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Dataset Split
Train Set 88%
966Images
Valid Set 8%
91Images
Test Set 4%
46Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels