Dataset Versions
Versions
v1
2024-09-04 5:01pm
Generated on Sep 4, 2024
920 Total Images
View All Images
Dataset Split
Train Set 92%
849Images
Valid Set 6%
53Images
Test Set 2%
18Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
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°
Shear: ±10° Horizontal, ±10° Vertical
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 0.69% of pixels
Cutout: 5 boxes with 10% size each