Dataset Versions
Versions
v4
2024-05-27 4:05pm
Generated on May 27, 2024
4630 Total Images
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Dataset Split
Train Set 96%
4466Images
Valid Set 2%
82Images
Test Set 2%
82Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
Flip: Horizontal
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%
Noise: Up to 0.1% of pixels