Dataset Versions
v2
2023-11-18 6:54pm
Generated on Nov 18, 2023
187 Total Images
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Dataset Split
Train Set 91%
171Images
Valid Set 5%
9Images
Test Set 4%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels