Dataset Versions
v7
2024-07-01 7:17am
Generated on Jul 1, 2024
1038 Total Images
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Dataset Split
Train Set 88%
909Images
Valid Set 8%
87Images
Test Set 4%
42Images
Preprocessing
Auto-Orient: Applied
Static Crop: 11-91% Horizontal Region, 0-75% Vertical Region
Resize: Fit within 640x300
Augmentations
Outputs per training example: 3
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.96% of pixels