Dataset Versions
Versions
v1
2024-08-15 9:56am
Generated on Aug 15, 2024
10714 Total Images
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Dataset Split
Train Set 94%
10119Images
Valid Set 4%
397Images
Test Set 2%
198Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.01% of pixels
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