Dataset Versions
v4
2024-01-11 10:39pm
Generated on Jan 12, 2024
2364 Total Images
View All ImagesDataset Split
Train Set 81%
1910Images
Valid Set 6%
152Images
Test Set 13%
302Images
Preprocessing
Auto-Orient: Applied
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require at least 75% of images to contain annotations.
Augmentations
Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -25% and +25%
Noise: Up to 1.8% of pixels