Dataset Versions
v6
2023-11-14 3:19pm
Generated on Nov 14, 2023
579 Total Images
View All ImagesDataset Split
Train Set 88%
507Images
Valid Set 8%
48Images
Test Set 4%
24Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
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: ±10° Horizontal, ±10° Vertical
Exposure: Between -25% and +25%
Blur: Up to 2.75px