Dataset Versions
v7
InstaBillboard360GeometricAugmented
Generated on Oct 24, 2024
930 Total Images
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Dataset Split
Train Set 91%
850Images
Valid Set 3%
30Images
Test Set 5%
50Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1920x1080
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Blur: Up to 3px
Noise: Up to 1.45% of pixels