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billboarddetection

Semantic Segmentation

billboarddetection Image Dataset

Versions
2023-10-28 4:55pm
v2
Oct 28, 2023
2023-10-28 4:49pm
v1
Oct 28, 2023
v1

2023-10-28 4:49pm

Generated on Oct 28, 2023
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1852 Total Images

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Dataset Split

Train Set 79%
1461Images
Valid Set 11%
209Images
Test Set 10%
182Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels