Dataset Versions
v5
105Aug1class
Generated on Jun 19, 2024
105 Total Images
View All Images
Dataset Split
Train Set 91%
96Images
Valid Set 6%
6Images
Test Set 3%
3Images
Preprocessing
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 5% of images
Hue: Between -25° and +25°
Saturation: Between -33% and +33%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 3px
Noise: Up to 1.96% of pixels
Mosaic: Applied
Bounding Box: Blur: Up to 0.6px