Dataset Versions
v2
2023-08-03 10:30pm
Generated on Aug 3, 2023
70 Total Images
View All Images
Dataset Split
Train Set 86%
60Images
Valid Set 7%
5Images
Test Set 7%
5Images
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, 10% Maximum Zoom
Rotation: Between -28° and +28°
Shear: ±10° Horizontal, ±17° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each