Dataset Versions
v4
2024-01-17 7:30pm
Generated on Jan 18, 2024
17163 Total Images
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Dataset Split
Train Set 86%
14805Images
Valid Set 8%
1379Images
Test Set 6%
979Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -10° and +10°
Grayscale: Apply to 10% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Cutout: 10 boxes with 4% size each