Roads Dataset

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2024-06-26 6:45am
v2
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9 days ago
2024-06-13 6:18am
v1
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22 days ago
v2

2024-06-26 6:45am

Generated on Jun 26, 2024
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7984 Total Images

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Dataset Split

Train Set 89%
7122Images
Valid Set 7%
541Images
Test Set 4%
321Images

Preprocessing

Auto-Orient: Applied
Tile: 4 rows x 4 columns
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 4
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -25% and +25%
Cutout: 4 boxes with 10% size each