Bui Duc

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Lane Detection

Semantic Segmentation

Lane Detection Image Dataset

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Versions
2023-04-04 11:43pm
v1
Apr 4, 2023
v1

2023-04-04 11:43pm

Generated on Apr 4, 2023
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1565 Total Images

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Dataset Split

Train Set 95%
1479Images
Valid Set 3%
51Images
Test Set 2%
35Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±20° Horizontal, ±20° Vertical
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 5% of pixels
Cutout: 5 boxes with 15% size each
Mosaic: Applied