Dataset Versions

v7

2024-10-22 2:36am

Generated on Oct 22, 2024

Dataset Split

Train Set 88%
1821Images
Valid Set 8%
174Images
Test Set 4%
86Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -16% and +16%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels