Dataset Versions
v3
2024-12-18 6:35pm
Generated on Dec 18, 2024
9874 Total Images
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Dataset Split
Train Set 87%
8637Images
Valid Set 8%
825Images
Test Set 4%
412Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Exposure: Between -15% and +15%
Blur: Up to 4.5px
Noise: Up to 1.84% of pixels