Dataset Versions

v1

2024-11-20 9:29pm

Generated on Nov 20, 2024

Dataset Split

Train Set 87%
752Images
Valid Set 9%
76Images
Test Set 4%
36Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 299x299
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images