Dataset Versions

v5

2023-05-24 9:52pm

Generated on May 24, 2023

Dataset Split

Train Set 87%
486Images
Valid Set 8%
46Images
Test Set 4%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -25% and +25%
Noise: Up to 3% of pixels
Cutout: 11 boxes with 10% size each