Dataset Versions
v2
2024-07-08 3:11pm
Generated on Jul 8, 2024
7625 Total Images
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Dataset Split
Train Set 90%
6870Images
Valid Set 5%
396Images
Test Set 5%
359Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 1.76% of pixels