Dataset Versions

v1

2023-01-22 8:22pm

Generated on Jan 22, 2023

Dataset Split

Train Set 92%
396Images
Valid Set 6%
24Images
Test Set 2%
10Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -25° and +25°
Grayscale: Apply to 15% of images
Saturation: Between -15% and +15%
Blur: Up to 5px
Noise: Up to 6% of pixels