Dataset Versions
v4
2024-09-20 12:00am
Generated on Sep 20, 2024
439 Total Images
View All Images
Dataset Split
Train Set 77%
339Images
Valid Set 11%
50Images
Test Set 11%
50Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -30% and +30%
Blur: Up to 1.2px
Noise: Up to 3.15% of pixels
Cutout: 6 boxes with 10% size each