Dataset Versions

v7

2024-11-25 8:20pm

Generated on Nov 25, 2024

Dataset Split

Train Set 92%
715Images
Valid Set 5%
41Images
Test Set 3%
21Images

Preprocessing

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

Augmentations

Outputs per training example: 5
Grayscale: Apply to 15% of images
Hue: Between -22° and +22°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels