Dataset Versions

v1

2023-07-07 11:31am

Generated on Jul 7, 2023

Dataset Split

Train Set 88%
327Images
Valid Set 8%
30Images
Test Set 4%
15Images

Preprocessing

Auto-Orient: Applied
Static Crop: 34-70% Horizontal Region, 33-69% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 5% of pixels