Dataset Versions

v1

2023-06-15 11:08am

Generated on Jun 15, 2023

Dataset Split

Train Set 86%
63Images
Valid Set 8%
6Images
Test Set 5%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -45° and +45°
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels