Dataset Versions
v1
2023-02-20 9:04pm
Generated on Feb 21, 2023
307 Total Images
View All ImagesDataset Split
Train Set 85%
261Images
Valid Set 11%
33Images
Test Set 4%
13Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 5.25px