Dataset Versions

v5

2024-01-23 12:15pm

Generated on Jan 23, 2024

Dataset Split

Train Set 89%
396Images
Valid Set 7%
31Images
Test Set 4%
16Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 1.99% of pixels