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Lane Detection

Instance Segmentation

Lane Detection Image Dataset

Versions
2023-11-23 8:23pm
v43
Nov 23, 2023
v43

2023-11-23 8:23pm

Generated on Nov 23, 2023
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13316 Total Images

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Dataset Split

Train Set 83%
11115Images
Valid Set 17%
2201Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Modify Classes: 6 remapped, 9 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels