Dataset Versions

v1

2023-09-20 11:19am

Generated on Sep 20, 2023

Dataset Split

Train Set 87%
816Images
Valid Set 8%
78Images
Test Set 4%
39Images

Preprocessing

Auto-Orient: Applied
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: ±20° Horizontal, ±20° Vertical
Grayscale: Apply to 25% of images