Dataset Versions
Versions
v1
2024-07-08 3:35am
Generated on Jul 8, 2024
2894 Total Images
View All Images
Dataset Split
Train Set 87%
2532Images
Valid Set 8%
241Images
Test Set 4%
121Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 1.1px
Noise: Up to 0.1% of pixels