Dataset Versions
v8
2024-03-19_nongray
Generated on Mar 19, 2024
10754 Total Images
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Dataset Split
Train Set 93%
9996Images
Valid Set 6%
647Images
Test Set 1%
111Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 3.03% of pixels