Dataset Versions
v6
2024-10-12 6:48pm
Generated on Oct 12, 2024
487 Total Images
View All Images
Dataset Split
Train Set 86%
417Images
Valid Set 10%
50Images
Test Set 4%
20Images
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, 47% Maximum Zoom
Rotation: Between -35° and +35°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -10% and +10%
Exposure: Between -4% and +4%
Noise: Up to 5.09% of pixels
Cutout: 25 boxes with 9% size each