Dataset Versions

v3

2022-12-28 11:57am

Generated on Dec 28, 2022

Dataset Split

Train Set 88%
237Images
Valid Set 5%
13Images
Test Set 7%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x1080

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Grayscale: Apply to 12% of images
Blur: Up to 0.75px
Noise: Up to 2% of pixels