Dataset Versions
v4
2024-08-18 7:44pm
Generated on Aug 18, 2024
2110 Total Images
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Dataset Split
Train Set 88%
1848Images
Valid Set 8%
175Images
Test Set 4%
87Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -20% and +20%
Blur: Up to 2.5px