Dataset Versions

v5

2024-03-22 12:42pm

Generated on Mar 22, 2024

Dataset Split

Train Set 88%
846Images
Valid Set 8%
80Images
Test Set 4%
39Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 0.7px
Noise: Up to 0.3% of pixels