Dataset Versions

v1

2022-11-08 1:57pm

Generated on Nov 8, 2022

Dataset Split

Train Set 87%
762Images
Valid Set 4%
36Images
Test Set 8%
74Images

Preprocessing

Resize: Stretch to 1280x1280
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -26% and +26%
Exposure: Between -25% and +25%
Blur: Up to 0.5px
Noise: Up to 4% of pixels
Cutout: 17 boxes with 5% size each