Dataset Versions
v2
2024-10-29 8:17am
Generated on Oct 29, 2024
11103 Total Images
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Dataset Split
Train Set 88%
9789Images
Valid Set 8%
867Images
Test Set 4%
447Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.2px
Noise: Up to 1.96% of pixels