Dataset Versions
v1
2023-05-16 2:30pm
Generated on May 16, 2023
419 Total Images
View All Images
Dataset Split
Train Set 87%
363Images
Valid Set 8%
33Images
Test Set 5%
23Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Rotation: Between -45° and +45°
Shear: ±30° Horizontal, ±30° Vertical
Grayscale: Apply to 30% of images
Brightness: Between -50% and +50%
Blur: Up to 3px
Noise: Up to 15% of pixels
Cutout: 9 boxes with 21% size each