NSUT

final road detection project

Instance Segmentation

final road detection project Image Dataset

v3

2023-07-07 3:45pm

Generated on Jul 7, 2023

Dataset Split

Train Set 94%
90Images
Valid Set 6%
6Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 0.75px
Noise: Up to 5% of pixels
left-right-strainght
91 images
barricade-car-person-breaker
525 images
dat-aug
1307 images
lane-car-trafficsignal
247 images