Dataset Versions
v3
2024-01-05 7:34am
Generated on Jan 5, 2024
458 Total Images
View All Images
Dataset Split
Train Set 88%
402Images
Valid Set 7%
33Images
Test Set 5%
23Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Hue: Between -15° and +15°
Saturation: Between -15% and +15%
Exposure: Between -14% and +14%
Cutout: 3 boxes with 4% size each
Mosaic: Applied
Bounding Box: Brightness: Between 0% and +30%
Bounding Box: Noise: Up to 0.69% of pixels