Dataset Versions
v4
2023-05-14 5:15pm
Generated on May 14, 2023
3959 Total Images
View All ImagesDataset Split
Train Set 87%
3459Images
Valid Set 6%
250Images
Test Set 6%
250Images
Preprocessing
Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 3 remapped, 0 dropped
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Noise: Up to 5% of pixels