Dataset Versions

v4

2024-06-12 8:41am

Generated on Jun 11, 2024

Dataset Split

Train Set 88%
1050Images
Valid Set 8%
100Images
Test Set 4%
49Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Hue: Between -25° and +25°
Brightness: Between -19% and +19%
Exposure: Between -12% and +12%
Noise: Up to 0.89% of pixels