Dataset Versions
v5
2023-11-13 4:39pm
Generated on Nov 13, 2023
579 Total Images
View All ImagesDataset Split
Train Set 88%
507Images
Valid Set 8%
48Images
Test Set 4%
24Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 40% of images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -30° and +30°
Shear: ±14° Horizontal, ±19° Vertical
Exposure: Between -25% and +25%
Blur: Up to 2.75px