Dataset Versions

v12

2024-02-23 11:06pm

Generated on Feb 23, 2024

Dataset Split

Train Set 92%
4209Images
Valid Set 8%
383Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 19% of images
Brightness: Between -25% and +25%
Noise: Up to 0.1% of pixels