Dataset Versions

v7

2024-11-06 6:57am

Generated on Nov 6, 2024

Dataset Split

Train Set 87%
1089Images
Valid Set 8%
104Images
Test Set 4%
52Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -10° and +10°
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 0.1% of pixels