Dataset Versions

v5

2023-05-30 9:33pm

Generated on May 30, 2023

Dataset Split

Train Set 87%
153Images
Valid Set 8%
14Images
Test Set 5%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x520
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%