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LaneandSign

Instance Segmentation

LaneandSign Image Dataset

Versions
2024-01-24 2:10pm
v4
Jan 24, 2024
2024-01-24 12:59pm
v3
Jan 24, 2024
2024-01-24 11:41am
v1
Jan 24, 2024
v4

2024-01-24 2:10pm

Generated on Jan 24, 2024
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6044 Total Images

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Dataset Split

Train Set 86%
5222Images
Valid Set 8%
481Images
Test Set 6%
341Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Grayscale: Apply to 100% of images
Hue: Between -18° and +18°
Brightness: Between -15% and +15%
Blur: Up to 3.3px

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