Connor Stonestreet

Railroad Track Line Detection

Instance Segmentation

Railroad Track Line Detection Image Dataset

v4

2024-06-07 8:54am

Generated on Jun 7, 2024

Dataset Split

Train Set 93%
321Images
Valid Set 4%
15Images
Test Set 3%
10Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Brightness: Between -21% and +21%
Blur: Up to 2.5px
Noise: Up to 1.01% of pixels