Dataset Versions

v1

2024-06-27 9:17am

Generated on Jun 27, 2024

Dataset Split

Train Set 90%
417Images
Valid Set 7%
31Images
Test Set 3%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Blur: Up to 0.7px
Noise: Up to 0.34% of pixels