Dataset Versions
v11
2024-08-30 1:56am
Generated on Aug 30, 2024
2128 Total Images
View All ImagesDataset Split
Train Set 81%
1714Images
Valid Set 10%
208Images
Test Set 10%
206Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Shear: ±5° Horizontal, ±5° Vertical
Blur: Up to 2px
Noise: Up to 1% of pixels