Dataset Versions

v1

2024-08-12 11:31am

Generated on Aug 12, 2024

Dataset Split

Train Set 99%
1053Images
Valid Set 1%
11Images
Test Set 0%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels