Dataset Versions
v1
2024-01-01 1:25am
Generated on Dec 31, 2023
1636 Total Images
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Dataset Split
Train Set 87%
1431Images
Valid Set 6%
103Images
Test Set 6%
102Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Noise: Up to 1.49% of pixels