Dataset Versions
v4
2023-08-03 2:05am
Generated on Aug 2, 2023
2533 Total Images
View All ImagesDataset Split
Train Set 88%
2229Images
Valid Set 8%
202Images
Test Set 4%
102Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 80% of images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px