Dataset Versions

v4

2023-10-24 3:27pm

Generated on Oct 24, 2023

Dataset Split

Train Set 90%
309Images
Valid Set 6%
22Images
Test Set 3%
12Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -20° and +20°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 5% of pixels
Mosaic: Applied