Dataset Versions

v1

2024-10-24 10:18am

Generated on Oct 24, 2024

Dataset Split

Train Set 86%
834Images
Valid Set 9%
88Images
Test Set 5%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels