Dataset Versions
v2
2024-09-04 7:52am
Generated on Sep 4, 2024
1069 Total Images
View All Images
Dataset Split
Train Set 92%
987Images
Valid Set 6%
61Images
Test Set 2%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.26% of pixels
Cutout: 3 boxes with 10% size each