Dataset Versions
v3
2024-11-04 8:14pm
Generated on Nov 4, 2024
1685 Total Images
View All Images
Dataset Split
Train Set 82%
1388Images
Valid Set 12%
198Images
Test Set 6%
99Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels