Dataset Versions
v7
2024-06-24 7:13am
Generated on Jun 24, 2024
159 Total Images
View All Images
Dataset Split
Train Set 94%
150Images
Valid Set 1%
1Images
Test Set 5%
8Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -24% and +24%
Blur: Up to 1.5px
Noise: Up to 1.13% of pixels
Cutout: 10 boxes with 12% size each
Mosaic: Applied