Dataset Versions

v1

2023-06-09 3:01am

Generated on Jun 8, 2023

Dataset Split

Train Set 92%
165Images
Valid Set 4%
8Images
Test Set 4%
7Images

Preprocessing

Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 5% of pixels