v8

2024-06-12 1:32pm

Generated on Jun 12, 2024

Dataset Split

Train Set 75%
2232Images
Valid Set 13%
372Images
Test Set 12%
371Images

Preprocessing

Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 1.96% of pixels