Dataset Versions
v2
2024-02-27 10:56am
Generated on Feb 27, 2024
175 Total Images
View All Images
Dataset Split
Train Set 87%
153Images
Valid Set 9%
16Images
Test Set 3%
6Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
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%
Noise: Up to 0.1% of pixels