Zineb Haimer

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Road Marking Detection

Instance Segmentation

Road Marking Detection Image Dataset

Versions
2023-10-29 11:00am
v3
Oct 29, 2023
2023-10-29 10:42am
v2
Oct 29, 2023
2023-10-28 9:59pm
v1
Oct 28, 2023
v3

2023-10-29 11:00am

Generated on Oct 29, 2023
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6927 Total Images

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Dataset Split

Train Set 88%
6063Images
Valid Set 8%
575Images
Test Set 4%
289Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -50% and +50%
Brightness: Between -50% and +50%
Noise: Up to 1% of pixels

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