Connor Stonestreet

Railroad Track Line Detection

Instance Segmentation

Railroad Track Line Detection Image Dataset

v3

2024-05-28 10:55am

Generated on May 28, 2024

Dataset Split

Train Set 80%
165Images
Valid Set 10%
20Images
Test Set 10%
21Images

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