Dataset Versions
v1
2024-10-10 9:22am
Generated on Oct 10, 2024
18830 Total Images
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Dataset Split
Train Set 82%
15408Images
Valid Set 5%
858Images
Test Set 14%
2564Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -34% and +34%
Noise: Up to 1.92% of pixels