new_lane_detection Dataset
Versions
v1
2024-07-16 11:00am
Generated on Jul 16, 2024
8223 Total Images
View All ImagesDataset Split
Train Set 87%
7194Images
Valid Set 8%
686Images
Test Set 4%
343Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels