Dataset Versions

v4

2024-11-08 11:47pm

Generated on Nov 8, 2024

Dataset Split

Train Set 87%
690Images
Valid Set 9%
70Images
Test Set 4%
33Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -27% and +27%
Blur: Up to 1.6px