Dataset Versions

v3

2023-10-12 9:20am

Generated on Oct 12, 2023

Dataset Split

Train Set 92%
477Images
Valid Set 4%
20Images
Test Set 4%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 500x300

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 44% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -58% and +58%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels