Dataset Versions
Versions
v1
2024-09-11 2:47pm
Generated on Sep 11, 2024
22911 Total Images
View All Images
Dataset Split
Train Set 90%
20625Images
Valid Set 6%
1370Images
Test Set 4%
916Images
Preprocessing
No preprocessing steps were applied.
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
Grayscale: Apply to 10% of images
Hue: Between -19° and +19°
Saturation: Between -33% and +33%
Brightness: Between -23% and +23%
Exposure: Between -11% and +11%
Blur: Up to 2.5px
Noise: Up to 0.97% of pixels