Dataset Versions

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Versions
InstaBillboard360GeometricAugmented
v7
·
5 months ago
InstaBillboard360Resized
v6
·
5 months ago
InstaBillboard360
v5
·
5 months ago
Versions
v4
·
5 months ago
2024-10-14 9:46am
v3
·
5 months ago
2024-10-14 9:43am
v2
·
5 months ago
2024-10-10 1:26pm
v1
·
6 months ago
v7

InstaBillboard360GeometricAugmented

Generated on Oct 24, 2024
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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

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