Dataset Versions

v11

2024-03-13 1:52pm

Generated on Mar 13, 2024

Dataset Split

Train Set 92%
1794Images
Valid Set 4%
76Images
Test Set 4%
75Images

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, 20% Maximum Zoom
Brightness: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 0.5% of pixels