Dataset Versions
v4
2023-03-11 11:28pm
Generated on Mar 11, 2023
3125 Total Images
View All Images
Dataset Split
Train Set 87%
2733Images
Valid Set 8%
260Images
Test Set 4%
132Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 20% of images
Hue: Between -16° and +16°
Saturation: Between -20% and +20%
Brightness: Between 0% and +25%