Dataset Versions

v2

2023-08-26 9:39am

Generated on Aug 26, 2023

Dataset Split

Train Set 88%
324Images
Valid Set 8%
31Images
Test Set 4%
15Images

Preprocessing

Auto-Orient: Applied
Static Crop: 27-69% Horizontal Region, 11-77% Vertical Region
Resize: Stretch to 350x350
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Blur: Up to 1.75px