Dataset Versions
v1
2023-09-18 11:38am
Generated on Sep 18, 2023
23731 Total Images
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Dataset Split
Train Set 87%
20763Images
Valid Set 8%
1978Images
Test Set 4%
990Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels