Dataset Versions
v2
2023-07-31 2:22am
Generated on Jul 30, 2023
237 Total Images
View All Images
Dataset Split
Train Set 87%
207Images
Valid Set 8%
20Images
Test Set 4%
10Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 7 boxes with 14% size each
Mosaic: Applied
Bounding Box: Brightness: Between -20% and +20%