road segmentation

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road_segmentationv1.1

Instance Segmentation

road_segmentationv1.1 Image Dataset

Versions
2022-11-28 1:45pm
v3
Nov 28, 2022
2022-11-28 1:43pm
v2
Nov 28, 2022
2022-11-27 8:45pm
v1
Nov 27, 2022
v3

2022-11-28 1:45pm

Generated on Nov 28, 2022
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2766 Total Images

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Dataset Split

Train Set 90%
2478Images
Valid Set 9%
254Images
Test Set 1%
34Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Saturation: Between -24% and +24%
Brightness: Between -44% and +44%
Exposure: Between -25% and +25%
Blur: Up to 1.75px