Dataset Versions
v4
2024-03-13 4:05pm
Generated on Mar 13, 2024
460 Total Images
View All Images
Dataset Split
Train Set 87%
402Images
Valid Set 13%
58Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.2% of pixels