Lanes

Edit Project

Lane Detection (Variations)

Instance Segmentation

Lane Detection (Variations) Image Dataset

Versions
2023-04-05 4:40pm
v3
Apr 5, 2023
2023-04-05 4:22pm
v2
Apr 5, 2023
v3

2023-04-05 4:40pm

Generated on Apr 5, 2023
Download Dataset

1590 Total Images

View All Images
Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 92%
1462Images
Valid Set 8%
128Images
Test Set %
0Images

Preprocessing

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Grayscale: Apply to 26% of images
Hue: Between -37° and +37°
Exposure: Between -16% and +16%
Noise: Up to 1% of pixels
Cutout: 5 boxes with 4% size each