Dataset Versions
v7
2023-10-01 4:28pm
Generated on Oct 1, 2023
12331 Total Images
View All Images
Dataset Split
Train Set 94%
11599Images
Valid Set 4%
488Images
Test Set 2%
244Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 320x320
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 4 remapped, 1 dropped
Augmentations
Outputs per training example: 7
Flip: Horizontal
Grayscale: Apply to 10% of images
Brightness: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 3% of pixels