Dataset Versions

v5

2023-10-18 9:53am

Generated on Oct 18, 2023

Dataset Split

Train Set 93%
1233Images
Valid Set 7%
99Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 2% of pixels