Dataset Versions

v2

2024-06-16 3:35am

Generated on Jun 16, 2024

Dataset Split

Train Set 88%
2133Images
Valid Set 8%
203Images
Test Set 4%
101Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Exposure: Between -10% and +10%
Noise: Up to 0.5% of pixels