Dataset Versions

v1

2023-08-21 9:55pm

Generated on Aug 21, 2023

Dataset Split

Train Set 87%
150Images
Valid Set 9%
15Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -23° and +23°
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 0.75px
Cutout: 4 boxes with 10% size each