Dataset Versions

v4

2022-11-16 9:30pm

Generated on Nov 16, 2022

Dataset Split

Train Set 81%
84Images
Valid Set 10%
10Images
Test Set 10%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 5% of images
Brightness: Between -25% and +25%
Blur: Up to 2.25px
Noise: Up to 5% of pixels