vit

Road Network

Instance Segmentation

Road Network Image Dataset

v1

2023-12-22 12:05pm

Generated on Dec 22, 2023

Dataset Split

Train Set 87%
207Images
Valid Set 10%
23Images
Test Set 3%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 50% of images
Brightness: Between -50% and +50%
Exposure: Between -50% and +50%
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